Artificial Intelligence (Ai) In Precision Medicine Market
Published date: May 2024 • Report Code: 46378
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Artificial Intelligence (Ai) In Precision Medicine Market

Global Artificial Intelligence (Ai) In Precision Medicine Market By Offering(Hardware, Software, Services), By Technology(Machine Learning, Natural Language Processing, Context-aware Computing, Querying Method, Computer Vision), By Therapeutic Application(Oncology, Cardiology, Neurology, Respiratory, Opthalmology, Others (Nephrology, Otorhinolaryngology etc)), By Region And Companies - Industry Segment Outlook, Market Assessment, Competition Scenario, Trends, And Forecast 2024-2033

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  • May 2024

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This report was compiled by Trishita Deb Trishita Deb is an experienced market research and consulting professional with over 7 years of expertise across healthcare, consumer goods, and materials, contributing to over 400 healthcare-related reports. Correspondence Team Lead- Healthcare Linkedin | Detailed Market research Methodology Our methodology involves a mix of primary research, including interviews with leading mental health experts, and secondary research from reputable medical journals and databases. View Detailed Methodology Page

  • Report Overview

    The Global Artificial Intelligence (Ai) In Precision Medicine Market was valued at USD 2.14 billion in 2023. It is expected to reach USD 19.6 billion by 2033, with a CAGR of 25.5% during the forecast period from 2024 to 2033.

    Artificial Intelligence (AI) in Precision Medicine Market refers to the specialized sector integrating AI technologies with precision medicine to enhance personalized healthcare. This market leverages machine learning algorithms and big data analytics to predict patient outcomes, optimize treatment protocols, and improve diagnostic accuracy.

    Aimed at revolutionizing healthcare delivery, this market supports medical professionals and researchers in developing highly tailored treatment strategies, thus driving significant advancements in patient care. As this field evolves, it promises substantial benefits in clinical environments, underpinning a new era of medical precision and efficacy, tailored to individual genetic profiles.

    Artificial Intelligence (Ai) In Precision Medicine Market By Offering

    The integration of Artificial Intelligence (AI) in the field of precision medicine marks a transformative phase in healthcare, leveraging advanced analytics and machine learning to tailor medical treatments to individual patient profiles. This approach not only enhances therapeutic effectiveness but also optimizes healthcare expenditure by improving diagnostic accuracy and treatment efficacy.

    Despite the global health expenditure having slightly decreased from a peak of 9.7% of GDP in 2021 to 9.2% in 2022, it remains significantly higher than the pre-pandemic level of 8.8%, underscoring a sustained commitment to healthcare investment.

    In the United States, where healthcare spending as a percentage of GDP is the highest globally at 16.6%, followed by Germany at 12.7% and France at 12.1%, the deployment of AI in precision medicine is particularly pertinent. This is propelled by the necessity to manage escalating healthcare costs, which are anticipated to rise further with a medical cost trend projected at 7.5% in 2024.

    This increase is largely driven by inflationary pressures, escalating wages, and surging drug prices. These economic factors necessitate the adoption of AI-driven efficiencies to mitigate rising costs while improving patient outcomes.

    In this context, the AI in precision medicine market is poised for substantial growth. The technology’s capability to process vast datasets to identify patterns and predict health outcomes will be critical in managing the upward trajectory of healthcare expenditures. For stakeholders, the strategic integration of AI technologies offers a promising avenue to not only enhance clinical outcomes but also to achieve a more sustainable economic model in healthcare delivery.

    Key Takeaways

    • Market Growth: The Global Artificial Intelligence (Ai) In Precision Medicine Market was valued at USD 2.14 billion in 2023. It is expected to reach USD 19.6 billion by 2033, with a CAGR of 25.5% during the forecast period from 2024 to 2033.
    • By Offering: In the software sector, dominance is seen with a 39.9% share.
    • By Technology: Natural Language Processing commands 33.6% in technology sectors.
    • By Therapeutic Application: Oncology leads therapeutic applications, securing a notable 30.2% share.
    • Regional Dominance: North America's AI in Precision Medicine market grows at 26.5%.
    • Growth Opportunity: The 2023 AI in Precision Medicine market is set to grow, driven by tailored healthcare through advanced data analysis and the increased use of wearables for real-time diagnostics.

    Driving factors

    Demographic Shifts and Their Impact on AI in Precision Medicine

    The global increase in the geriatric population is a critical driver for the Artificial Intelligence (AI) in Precision Medicine Market. As people age, they are more likely to develop chronic conditions that require personalized treatment approaches.

    AI systems are increasingly utilized to analyze vast datasets, identifying patterns that predict the onset of diseases and suggesting tailored therapeutic interventions. This demographic trend significantly boosts the demand for precision medicine, as older adults seek more personalized and effective healthcare solutions.

    Tailored Therapeutics: The Rise of Personalized Medicine

    The demand for tailored medications is surging, propelled by a growing awareness of individual health needs and the potential for personalized treatment plans to enhance therapeutic outcomes.

    AI plays a pivotal role in this domain by enabling the analysis of genetic, environmental, and lifestyle data to design drug therapies that are specifically optimized for individual patients. This capability not only improves the efficacy of treatments but also minimizes adverse drug reactions, driving substantial growth in the AI in Precision Medicine Market.

    AI's Role in Managing Chronic Diseases

    With the rising prevalence of chronic illnesses such as respiratory and heart diseases, there is an increasing reliance on AI to manage these conditions effectively. AI technologies facilitate early diagnosis and continuous monitoring, offering predictive insights that are crucial for preventing disease progression and optimizing patient management.

    This growing dependency on AI for disease management underscores its significance in the precision medicine sector, directly contributing to the market's expansion as healthcare systems worldwide integrate more AI-driven tools into their practices.

    Restraining Factors

    High Costs of AI Integration and Deployment

    The integration and deployment of Artificial Intelligence (AI) in precision medicine present substantial financial challenges that can impede market growth. The development and implementation of AI systems require significant investment in state-of-the-art technology, specialized personnel, and ongoing maintenance. These high upfront costs can deter smaller healthcare providers and research institutions with limited budgets from adopting AI technologies.

    Moreover, the need for continuous updates and improvements to AI systems adds to the long-term financial burden. Consequently, the economic hurdles associated with AI adoption in precision medicine may restrict its penetration to only well-funded organizations, thereby slowing the overall market expansion.

    Data Privacy and Security Concerns

    Data privacy and security are paramount in the healthcare sector, especially when dealing with the sensitive personal information required for precision medicine. The application of AI in this field involves processing large volumes of health data, which raises significant concerns about data breaches and unauthorized access. Compliance with stringent regulations such as the General Data Protection Regulation (GDPR) in Europe and the Health Insurance Portability and Accountability Act (HIPAA) in the United States adds layers of complexity and cost to AI projects.

    These concerns can lead to hesitation among healthcare providers and patients, potentially stalling the adoption of AI technologies. The apprehension around data privacy not only impacts the trust and willingness of individuals to participate in AI-driven initiatives but also influences regulatory policies that can further restrict AI's application in precision medicine, thereby limiting market growth.

    By Offering Analysis

    By leveraging software solutions, the market dominates with a commanding share of 39.9%.

    In 2023, Software held a dominant market position in the By Offering segment of the Artificial Intelligence (AI) in Precision Medicine Market, capturing more than 39.9% share. This segment outstripped its counterparts, Hardware, and Services, in terms of market penetration and revenue generation. The prominence of Software in this market can be attributed to its crucial role in integrating AI with complex datasets and algorithms to enhance diagnostic accuracy and patient care.

    The Software segment's lead is driven by the escalating demand for sophisticated data analysis tools and machine learning development algorithms, which are essential for interpreting vast amounts of genomic and clinical data. These tools enable healthcare providers to tailor treatments to individual patients, thus elevating the effectiveness and efficiency of medical interventions.

    Conversely, the Hardware segment, though vital, faced slower growth due to high capital costs and rapid technological obsolescence. However, it remains integral to supporting the computational needs of AI systems. The Services segment also showed significant growth potential, driven by the increasing need for support in system integration, maintenance, and training healthcare professionals on new AI systems.

    As AI continues to evolve and integrate into various aspects of healthcare, the software segment is anticipated to maintain its dominance. This is due to continuous advancements in AI algorithms and their expanding applications in drug discovery services, personalized medicine, and patient monitoring. Overall, the AI in Precision Medicine market is poised for robust growth, with Software leading the way in revolutionizing healthcare outcomes through technology-driven solutions.

    By Technology Analysis

    In the technology realm, Natural Language Processing captures a significant market share of 33.6%.

    In 2023, Natural Language Processing (NLP) held a dominant market position in the By Technology segment of the Artificial Intelligence (AI) in Precision Medicine Market, capturing more than 33.6% share. This significant market share reflects NLP's pivotal role in interpreting and processing human language to derive meaningful clinical insights, which are essential for personalized treatment planning and patient care.

    NLP's leading position can be attributed to its capability to efficiently manage and analyze unstructured data such as clinical notes, research articles, and patient health records, which constitute a large portion of data in healthcare. By extracting relevant information and transforming it into actionable insights, NLP technologies facilitate enhanced decision-making in precision medicine.

    Following NLP, other technologies such as Machine Learning, Context-aware Computing, Querying Method, and Computer Vision also contribute to the market but with varying degrees of impact. Machine Learning is particularly noteworthy for its ability to predict disease patterns and treatment outcomes based on historical data. Context-aware Computing is emerging as a significant player due to its ability to adapt AI responses based on the context of data, thereby improving the accuracy of clinical assessments.

    Despite the competitive landscape, NLP remains at the forefront due to its direct applications in enhancing patient-doctor interactions and optimizing treatment protocols through more precise and personalized medical insights. As AI technologies continue to advance, the integration of NLP within precision medicine is expected to deepen, driven by ongoing innovations and the increasing volume of healthcare data.

    Artificial Intelligence (Ai) In Precision Medicine Market By Technology

    By Therapeutic Application Analysis

    Oncology emerges as a pivotal therapeutic application, commanding a substantial market share of 30.2%.

    In 2023, Oncology held a dominant market position in the By Therapeutic Application segment of the Artificial Intelligence (AI) in Precision Medicine Market, capturing more than 30.2% share. This substantial market presence underscores the critical role AI technologies, particularly in diagnosing, treating, and managing cancer-related ailments.

    AI's impact in Oncology is profound, given its ability to analyze large datasets from various sources, including genetic, imaging, and clinical data, to identify patterns and predictions that human experts may not discern. This capability enhances the accuracy of cancer diagnostics, optimizes treatment regimens, and even predicts patient responses to specific therapies, thereby personalizing patient care to an unprecedented degree.

    Following Oncology, other therapeutic areas such as Cardiology, Neurology, Respiratory, and Ophthalmology, as well as other fields like Nephrology and Otorhinolaryngology, also leverage AI but to lesser extents. In Cardiology, AI applications focus on improving cardiovascular disease prediction and management through advanced imaging and predictive analytics. Neurology benefits from AI in understanding complex neurodegenerative disorders and developing targeted treatments.

    Despite strong performances across other segments, Oncology remains the leading domain within AI applications in precision medicine. This leadership is anticipated to continue as technological advancements further penetrate clinical oncology, driving improvements in patient outcomes and operational efficiencies in healthcare settings focused on cancer treatment. The ongoing integration of AI within Oncology not only represents a significant stride in medical technology but also offers a beacon of hope for more effective and personalized cancer care.

    Key Market Segments

    By Offering

    • Hardware
    • Software
    • Services

    By Technology

    • Machine Learning
    • Natural Language Processing
    • Context-aware Computing
    • Querying Method
    • Computer Vision

    By Therapeutic Application

    • Oncology
    • Cardiology
    • Neurology
    • Respiratory
    • Opthalmology
    • Others (Nephrology, Otorhinolaryngology etc)

    Growth Opportunity

    Precision Medicine: A Personalized Approach

    The global market for Artificial Intelligence in Precision Medicine is poised for substantial growth in 2023, driven by the demand for more tailored healthcare solutions. Precision medicine, by leveraging detailed individual health data, seeks to enhance the accuracy of diagnoses and the efficacy of treatments. This approach not only promises improved patient outcomes but also optimizes resource allocation within healthcare systems.

    The integration of AI technologies facilitates the analysis of vast datasets, enabling the identification of patterns that may not be evident to human observers. This capability is critical in developing personalized treatment plans that are finely tuned to the genetic, environmental, and lifestyle factors of each patient.

    Role of Wearables in Precision Medicine

    Wearables are becoming increasingly integral to the precision medicine landscape. These devices continuously gather health data in real-time, providing a dynamic view of a patient's health status. In 2023, the role of wearables is expected to expand significantly, especially in personalized diagnostics and chronic disease management. AI algorithms can process the continuous stream of data from wearables to detect anomalies that may indicate the onset or progression of a disease.

    This timely insight allows for early intervention, which is often crucial in managing health conditions effectively. Moreover, wearables enable ongoing monitoring, which is essential for adjusting treatments as patient conditions evolve. This not only enhances the responsiveness of healthcare but also improves patient engagement with their health management.

    Latest Trends

    Enhanced Collaboration Among Major Companies

    In 2023, a significant trend shaping the global AI in Precision Medicine market is the increased collaboration among leading technology and healthcare companies. These partnerships are pivotal in driving industry growth as they combine diverse expertise and resources to tackle complex medical challenges through innovative solutions. Collaborative efforts are focusing on integrating AI with biotechnology and medical practice to enhance the personalization of patient care.

    Such alliances are not only accelerating the development of advanced AI-driven tools but are also facilitating wider adoption and standardization across different regions and healthcare systems. This trend underscores a collective move towards more cohesive and integrated healthcare solutions that promise to increase the efficiency and effectiveness of patient treatments and outcomes.

    The Rise of Deep Learning

    Deep learning is emerging as a transformative force in the AI in Precision Medicine market. Its ability to learn from and interpret complex healthcare datasets is proving invaluable in advancing precision medicine. In 2023, deep learning technologies are being increasingly applied to areas such as genomic sequencing, biomarker discovery, and patient data analytics.

    These applications are crucial for identifying subtle patterns and correlations that can predict disease susceptibility and therapeutic responses at an individual level. The accuracy and speed of deep learning algorithms enable healthcare providers to make more informed and timely decisions, thereby enhancing patient care. This trend is expected to continue growing, as the capabilities of deep learning further evolve and become more accessible within the healthcare industry.

    Regional Analysis

    The North American AI in Precision Medicine market holds a significant 26.5% market share.

    The global market for Artificial Intelligence (AI) in Precision Medicine is witnessing varied growth dynamics across different regions. North America emerges as the dominant region, holding a substantial share of 26.5% in the market. This is primarily attributed to advanced healthcare infrastructure, significant investments in AI technologies, and robust governmental support in the U.S. and Canada. The region's market is further propelled by leading AI research institutes and collaborations between pharmaceutical companies and AI startups.

    Europe follows closely, characterized by rigorous research and development facilitated by favorable government policies and funding. The presence of a strong pharmaceutical sector and high adoption rates of precision medicine across countries like Germany, the UK, and France contribute to its market expansion.

    The Asia Pacific region is poised for the fastest growth, driven by rapidly improving healthcare facilities, increasing investments in AI technology, and growing awareness about the benefits of precision medicine. Countries like China, Japan, and South Korea are at the forefront, utilizing AI to enhance diagnostics and personalized treatment options.

    Meanwhile, the Middle East & Africa, and Latin America are gradually adopting AI in precision medicine. Growth in these regions is spurred by governmental initiatives to modernize healthcare systems and a rising demand for effective therapeutic options. However, these regions still face challenges such as limited access to advanced technologies and lower investment in research and development, which could restrain faster market uptake compared to other regions.

    Artificial Intelligence (Ai) In Precision Medicine Market By Region

    Key Regions and Countries

    North America

    • The US
    • Canada
    • Rest of North America

    Europe

    • Germany
    • France
    • The UK
    • Spain
    • Netherlands
    • Russia
    • Italy
    • Rest of Europe

    Asia-Pacific

    • China
    • Japan
    • Singapore
    • Thailand
    • South Korea
    • Vietnam
    • India
    • New Zealand
    • Rest of Asia Pacific

    Latin America

    • Mexico
    • Brazil
    • Rest of Latin America

    Middle East & Africa

    • Saudi Arabia
    • South Africa
    • UAE
    • Rest of Middle East & Africa

    Key Players Analysis

    In the global Artificial Intelligence (AI) in Precision Medicine market, several key players are pivotal in driving innovation and technological integration. In 2023, companies like Novo Nordisk A/S and Sanofi continue to lead in integrating AI to enhance drug discovery and patient-specific treatment protocols, capitalizing on AI's predictive analytics to streamline clinical trials and improve therapeutic efficacies.

    GE Healthcare and Intel Corporation remain at the forefront in developing AI-powered diagnostic and imaging technologies. Their efforts are crucial in transforming data into actionable insights, thereby improving patient outcomes and operational efficiencies in healthcare settings.

    NVIDIA Corporation and IBM Corporation are instrumental in providing the AI infrastructure and advanced machine learning models necessary for handling vast amounts of health data. Their technologies support other companies in the sector by enhancing computational power and algorithmic accuracy, which are essential for precision medicine.

    Microsoft Corporation and Alphabet Inc., through their healthcare divisions, leverage cloud computing and AI to not only store and analyze extensive data but also foster collaborations across different stakeholders in the healthcare ecosystem. This collaboration enhances the speed and accuracy of developing personalized medicine solutions.

    Emerging players like BioXcel Therapeutics Inc., Enlitic Inc., and Tempus are notable for their innovative approaches in applying AI to specific medical applications such as treatment optimization and early disease detection. Startups like Insilico Medicine and Atomwise Inc. are making significant strides in AI-driven drug discovery, utilizing AI to predict molecular behavior and drug interactions more efficiently than traditional methods.

    Overall, these companies play a critical role in shaping the future of healthcare by advancing the capabilities of AI in precision medicine, focusing on personalized treatment, and improving patient care through technological innovation.

    Market Key Players

    • Novo Nordisk A/S
    • GE Healthcare
    • Intel Corporation
    • NVIDIA Corporation
    • Microsoft Corporation
    • Alphabet Inc.
    • IBM Corporation
    • BioXcel Therapeutics Inc.
    • Enlitic Inc.
    • AstraZeneca
    • Sanofi
    • Zephyr AI
    • Sensely Inc.
    • Tempus
    • Berg LLC
    • Insilico Medicine
    • Modernizing Medicine Inc.
    • Atomwise Inc

    Recent Development

    • In May 2024, Frontiers in Science publication outlines a transformative healthcare vision: personalized medicine leveraging big data, AI, and interdisciplinary collaborations. Led by Prof. Michel Goldman from I3H and Prof. Philippe Sansonetti from Institut Pasteur.
    • In May 2024, Beilinson Hospital pioneers AI-driven healthcare innovations: rapid stroke detection, digital companions for the elderly, cardiovascular insights from mammographies, heart valve repair enhancement, and an emergency advice system.

    Report Scope

    Report Features Description
    Market Value (2023) USD 2.14 Billion
    Forecast Revenue (2033) USD 19.6 Billion
    CAGR (2024-2032) 25.5%
    Base Year for Estimation 2023
    Historic Period 2016-2023
    Forecast Period 2024-2033
    Report Coverage Revenue Forecast, Market Dynamics, COVID-19 Impact, Competitive Landscape, Recent Developments
    Segments Covered By Offering(Hardware, Software, Services), By Technology(Machine Learning, Natural Language Processing, Context-aware Computing, Querying Method, Computer Vision), By Therapeutic Application(Oncology, Cardiology, Neurology, Respiratory, Opthalmology, Others (Nephrology, Otorhinolaryngology etc))
    Regional Analysis North America - The US, Canada, Rest of North America, Europe - Germany, France, The UK, Spain, Italy, Russia, Netherlands, Rest of Europe, Asia-Pacific - China, Japan, South Korea, India, New Zealand, Singapore, Thailand, Vietnam, Rest of Asia Pacific, Latin America - Brazil, Mexico, Rest of Latin America, Middle East & Africa - South Africa, Saudi Arabia, UAE, Rest of Middle East & Africa
    Competitive Landscape Novo Nordisk A/S, GE Healthcare, Intel Corporation, NVIDIA Corporation, Microsoft Corporation, Alphabet Inc., IBM Corporation, BioXcel Therapeutics Inc., Enlitic Inc., AstraZeneca, Sanofi, Zephyr AI, Sensely Inc., Tempus, Berg LLC, Insilico Medicine, Modernizing Medicine Inc., Atomwise Inc
    Customization Scope Customization for segments, region/country-level will be provided. Moreover, additional customization can be done based on the requirements.
    Purchase Options We have three licenses to opt for Single User License, Multi-User License (Up to 5 Users), Corporate Use License (Unlimited User and Printable PDF)
    • 1. Executive Summary
      • 1.1. Definition
      • 1.2. Taxonomy
      • 1.3. Research Scope
      • 1.4. Key Analysis
      • 1.5. Key Findings by Major Segments
      • 1.6. Top strategies by Major Players
    • 2. Global Artificial Intelligence (Ai) In Precision Medicine Market Overview
      • 2.1. Artificial Intelligence (Ai) In Precision Medicine Market Dynamics
        • 2.1.1. Drivers
        • 2.1.2. Opportunities
        • 2.1.3. Restraints
        • 2.1.4. Challenges
      • 2.2. Macro-economic Factors
      • 2.3. Regulatory Framework
      • 2.4. Market Investment Feasibility Index
      • 2.5. PEST Analysis
      • 2.6. PORTER’S Five Force Analysis
      • 2.7. Drivers & Restraints Impact Analysis
      • 2.8. Industry Chain Analysis
      • 2.9. Cost Structure Analysis
      • 2.10. Marketing Strategy
      • 2.11. Russia-Ukraine War Impact Analysis
      • 2.12. Opportunity Map Analysis
      • 2.13. Market Competition Scenario Analysis
      • 2.14. Product Life Cycle Analysis
      • 2.15. Opportunity Orbits
      • 2.16. Manufacturer Intensity Map
      • 2.17. Major Companies sales by Value & Volume
    • 3. Global Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, 2016-2032
      • 3.1. Global Artificial Intelligence (Ai) In Precision Medicine Market Analysis, 2016-2021
      • 3.2. Global Artificial Intelligence (Ai) In Precision Medicine Market Opportunity and Forecast, 2023-2032
      • 3.3. Global Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, By By Offering, 2016-2032
        • 3.3.1. Global Artificial Intelligence (Ai) In Precision Medicine Market Analysis by By Offering: Introduction
        • 3.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By By Offering, 2016-2032
        • 3.3.3. Hardware
        • 3.3.4. Software
        • 3.3.5. Services
      • 3.4. Global Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, By By Technology, 2016-2032
        • 3.4.1. Global Artificial Intelligence (Ai) In Precision Medicine Market Analysis by By Technology: Introduction
        • 3.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By By Technology, 2016-2032
        • 3.4.3. Machine Learning
        • 3.4.4. Natural Language Processing
        • 3.4.5. Context-aware Computing
        • 3.4.6. Querying Method
        • 3.4.7. Computer Vision
      • 3.5. Global Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, By By Therapeutic Application, 2016-2032
        • 3.5.1. Global Artificial Intelligence (Ai) In Precision Medicine Market Analysis by By Therapeutic Application: Introduction
        • 3.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By By Therapeutic Application, 2016-2032
        • 3.5.3. Oncology
        • 3.5.4. Cardiology
        • 3.5.5. Neurology
        • 3.5.6. Respiratory
        • 3.5.7. Opthalmology
        • 3.5.8. Others (Nephrology, Otorhinolaryngology etc)
    • 4. North America Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, 2016-2032
      • 4.1. North America Artificial Intelligence (Ai) In Precision Medicine Market Analysis, 2016-2021
      • 4.2. North America Artificial Intelligence (Ai) In Precision Medicine Market Opportunity and Forecast, 2023-2032
      • 4.3. North America Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, By By Offering, 2016-2032
        • 4.3.1. North America Artificial Intelligence (Ai) In Precision Medicine Market Analysis by By Offering: Introduction
        • 4.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By By Offering, 2016-2032
        • 4.3.3. Hardware
        • 4.3.4. Software
        • 4.3.5. Services
      • 4.4. North America Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, By By Technology, 2016-2032
        • 4.4.1. North America Artificial Intelligence (Ai) In Precision Medicine Market Analysis by By Technology: Introduction
        • 4.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By By Technology, 2016-2032
        • 4.4.3. Machine Learning
        • 4.4.4. Natural Language Processing
        • 4.4.5. Context-aware Computing
        • 4.4.6. Querying Method
        • 4.4.7. Computer Vision
      • 4.5. North America Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, By By Therapeutic Application, 2016-2032
        • 4.5.1. North America Artificial Intelligence (Ai) In Precision Medicine Market Analysis by By Therapeutic Application: Introduction
        • 4.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By By Therapeutic Application, 2016-2032
        • 4.5.3. Oncology
        • 4.5.4. Cardiology
        • 4.5.5. Neurology
        • 4.5.6. Respiratory
        • 4.5.7. Opthalmology
        • 4.5.8. Others (Nephrology, Otorhinolaryngology etc)
      • 4.6. North America Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, By Country , 2016-2032
        • 4.6.1. North America Artificial Intelligence (Ai) In Precision Medicine Market Analysis by Country : Introduction
        • 4.6.2. Market Size Absolute $ Opportunity Analysis and Forecast, Country , 2016-2032
          • 4.6.2.1. The US
          • 4.6.2.2. Canada
          • 4.6.2.3. Mexico
    • 5. Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, 2016-2032
      • 5.1. Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Analysis, 2016-2021
      • 5.2. Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Opportunity and Forecast, 2023-2032
      • 5.3. Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, By By Offering, 2016-2032
        • 5.3.1. Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Analysis by By Offering: Introduction
        • 5.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By By Offering, 2016-2032
        • 5.3.3. Hardware
        • 5.3.4. Software
        • 5.3.5. Services
      • 5.4. Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, By By Technology, 2016-2032
        • 5.4.1. Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Analysis by By Technology: Introduction
        • 5.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By By Technology, 2016-2032
        • 5.4.3. Machine Learning
        • 5.4.4. Natural Language Processing
        • 5.4.5. Context-aware Computing
        • 5.4.6. Querying Method
        • 5.4.7. Computer Vision
      • 5.5. Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, By By Therapeutic Application, 2016-2032
        • 5.5.1. Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Analysis by By Therapeutic Application: Introduction
        • 5.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By By Therapeutic Application, 2016-2032
        • 5.5.3. Oncology
        • 5.5.4. Cardiology
        • 5.5.5. Neurology
        • 5.5.6. Respiratory
        • 5.5.7. Opthalmology
        • 5.5.8. Others (Nephrology, Otorhinolaryngology etc)
      • 5.6. Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, By Country , 2016-2032
        • 5.6.1. Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Analysis by Country : Introduction
        • 5.6.2. Market Size Absolute $ Opportunity Analysis and Forecast, Country , 2016-2032
          • 5.6.2.1. Germany
          • 5.6.2.2. France
          • 5.6.2.3. The UK
          • 5.6.2.4. Spain
          • 5.6.2.5. Italy
          • 5.6.2.6. Portugal
          • 5.6.2.7. Ireland
          • 5.6.2.8. Austria
          • 5.6.2.9. Switzerland
          • 5.6.2.10. Benelux
          • 5.6.2.11. Nordic
          • 5.6.2.12. Rest of Western Europe
    • 6. Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, 2016-2032
      • 6.1. Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Analysis, 2016-2021
      • 6.2. Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Opportunity and Forecast, 2023-2032
      • 6.3. Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, By By Offering, 2016-2032
        • 6.3.1. Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Analysis by By Offering: Introduction
        • 6.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By By Offering, 2016-2032
        • 6.3.3. Hardware
        • 6.3.4. Software
        • 6.3.5. Services
      • 6.4. Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, By By Technology, 2016-2032
        • 6.4.1. Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Analysis by By Technology: Introduction
        • 6.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By By Technology, 2016-2032
        • 6.4.3. Machine Learning
        • 6.4.4. Natural Language Processing
        • 6.4.5. Context-aware Computing
        • 6.4.6. Querying Method
        • 6.4.7. Computer Vision
      • 6.5. Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, By By Therapeutic Application, 2016-2032
        • 6.5.1. Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Analysis by By Therapeutic Application: Introduction
        • 6.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By By Therapeutic Application, 2016-2032
        • 6.5.3. Oncology
        • 6.5.4. Cardiology
        • 6.5.5. Neurology
        • 6.5.6. Respiratory
        • 6.5.7. Opthalmology
        • 6.5.8. Others (Nephrology, Otorhinolaryngology etc)
      • 6.6. Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, By Country , 2016-2032
        • 6.6.1. Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Analysis by Country : Introduction
        • 6.6.2. Market Size Absolute $ Opportunity Analysis and Forecast, Country , 2016-2032
          • 6.6.2.1. Russia
          • 6.6.2.2. Poland
          • 6.6.2.3. The Czech Republic
          • 6.6.2.4. Greece
          • 6.6.2.5. Rest of Eastern Europe
    • 7. APAC Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, 2016-2032
      • 7.1. APAC Artificial Intelligence (Ai) In Precision Medicine Market Analysis, 2016-2021
      • 7.2. APAC Artificial Intelligence (Ai) In Precision Medicine Market Opportunity and Forecast, 2023-2032
      • 7.3. APAC Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, By By Offering, 2016-2032
        • 7.3.1. APAC Artificial Intelligence (Ai) In Precision Medicine Market Analysis by By Offering: Introduction
        • 7.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By By Offering, 2016-2032
        • 7.3.3. Hardware
        • 7.3.4. Software
        • 7.3.5. Services
      • 7.4. APAC Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, By By Technology, 2016-2032
        • 7.4.1. APAC Artificial Intelligence (Ai) In Precision Medicine Market Analysis by By Technology: Introduction
        • 7.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By By Technology, 2016-2032
        • 7.4.3. Machine Learning
        • 7.4.4. Natural Language Processing
        • 7.4.5. Context-aware Computing
        • 7.4.6. Querying Method
        • 7.4.7. Computer Vision
      • 7.5. APAC Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, By By Therapeutic Application, 2016-2032
        • 7.5.1. APAC Artificial Intelligence (Ai) In Precision Medicine Market Analysis by By Therapeutic Application: Introduction
        • 7.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By By Therapeutic Application, 2016-2032
        • 7.5.3. Oncology
        • 7.5.4. Cardiology
        • 7.5.5. Neurology
        • 7.5.6. Respiratory
        • 7.5.7. Opthalmology
        • 7.5.8. Others (Nephrology, Otorhinolaryngology etc)
      • 7.6. APAC Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, By Country , 2016-2032
        • 7.6.1. APAC Artificial Intelligence (Ai) In Precision Medicine Market Analysis by Country : Introduction
        • 7.6.2. Market Size Absolute $ Opportunity Analysis and Forecast, Country , 2016-2032
          • 7.6.2.1. China
          • 7.6.2.2. Japan
          • 7.6.2.3. South Korea
          • 7.6.2.4. India
          • 7.6.2.5. Australia & New Zeland
          • 7.6.2.6. Indonesia
          • 7.6.2.7. Malaysia
          • 7.6.2.8. Philippines
          • 7.6.2.9. Singapore
          • 7.6.2.10. Thailand
          • 7.6.2.11. Vietnam
          • 7.6.2.12. Rest of APAC
    • 8. Latin America Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, 2016-2032
      • 8.1. Latin America Artificial Intelligence (Ai) In Precision Medicine Market Analysis, 2016-2021
      • 8.2. Latin America Artificial Intelligence (Ai) In Precision Medicine Market Opportunity and Forecast, 2023-2032
      • 8.3. Latin America Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, By By Offering, 2016-2032
        • 8.3.1. Latin America Artificial Intelligence (Ai) In Precision Medicine Market Analysis by By Offering: Introduction
        • 8.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By By Offering, 2016-2032
        • 8.3.3. Hardware
        • 8.3.4. Software
        • 8.3.5. Services
      • 8.4. Latin America Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, By By Technology, 2016-2032
        • 8.4.1. Latin America Artificial Intelligence (Ai) In Precision Medicine Market Analysis by By Technology: Introduction
        • 8.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By By Technology, 2016-2032
        • 8.4.3. Machine Learning
        • 8.4.4. Natural Language Processing
        • 8.4.5. Context-aware Computing
        • 8.4.6. Querying Method
        • 8.4.7. Computer Vision
      • 8.5. Latin America Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, By By Therapeutic Application, 2016-2032
        • 8.5.1. Latin America Artificial Intelligence (Ai) In Precision Medicine Market Analysis by By Therapeutic Application: Introduction
        • 8.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By By Therapeutic Application, 2016-2032
        • 8.5.3. Oncology
        • 8.5.4. Cardiology
        • 8.5.5. Neurology
        • 8.5.6. Respiratory
        • 8.5.7. Opthalmology
        • 8.5.8. Others (Nephrology, Otorhinolaryngology etc)
      • 8.6. Latin America Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, By Country , 2016-2032
        • 8.6.1. Latin America Artificial Intelligence (Ai) In Precision Medicine Market Analysis by Country : Introduction
        • 8.6.2. Market Size Absolute $ Opportunity Analysis and Forecast, Country , 2016-2032
          • 8.6.2.1. Brazil
          • 8.6.2.2. Colombia
          • 8.6.2.3. Chile
          • 8.6.2.4. Argentina
          • 8.6.2.5. Costa Rica
          • 8.6.2.6. Rest of Latin America
    • 9. Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, 2016-2032
      • 9.1. Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Analysis, 2016-2021
      • 9.2. Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Opportunity and Forecast, 2023-2032
      • 9.3. Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, By By Offering, 2016-2032
        • 9.3.1. Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Analysis by By Offering: Introduction
        • 9.3.2. Market Size Absolute $ Opportunity Analysis and Forecast, By By Offering, 2016-2032
        • 9.3.3. Hardware
        • 9.3.4. Software
        • 9.3.5. Services
      • 9.4. Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, By By Technology, 2016-2032
        • 9.4.1. Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Analysis by By Technology: Introduction
        • 9.4.2. Market Size Absolute $ Opportunity Analysis and Forecast, By By Technology, 2016-2032
        • 9.4.3. Machine Learning
        • 9.4.4. Natural Language Processing
        • 9.4.5. Context-aware Computing
        • 9.4.6. Querying Method
        • 9.4.7. Computer Vision
      • 9.5. Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, By By Therapeutic Application, 2016-2032
        • 9.5.1. Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Analysis by By Therapeutic Application: Introduction
        • 9.5.2. Market Size Absolute $ Opportunity Analysis and Forecast, By By Therapeutic Application, 2016-2032
        • 9.5.3. Oncology
        • 9.5.4. Cardiology
        • 9.5.5. Neurology
        • 9.5.6. Respiratory
        • 9.5.7. Opthalmology
        • 9.5.8. Others (Nephrology, Otorhinolaryngology etc)
      • 9.6. Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, By Country , 2016-2032
        • 9.6.1. Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Analysis by Country : Introduction
        • 9.6.2. Market Size Absolute $ Opportunity Analysis and Forecast, Country , 2016-2032
          • 9.6.2.1. Algeria
          • 9.6.2.2. Egypt
          • 9.6.2.3. Israel
          • 9.6.2.4. Kuwait
          • 9.6.2.5. Nigeria
          • 9.6.2.6. Saudi Arabia
          • 9.6.2.7. South Africa
          • 9.6.2.8. Turkey
          • 9.6.2.9. The UAE
          • 9.6.2.10. Rest of MEA
    • 10. Global Artificial Intelligence (Ai) In Precision Medicine Market Analysis, Opportunity and Forecast, By Region , 2016-2032
      • 10.1. Global Artificial Intelligence (Ai) In Precision Medicine Market Analysis by Region : Introduction
      • 10.2. Market Size Absolute $ Opportunity Analysis and Forecast, By Region , 2016-2032
        • 10.2.1. North America
        • 10.2.2. Western Europe
        • 10.2.3. Eastern Europe
        • 10.2.4. APAC
        • 10.2.5. Latin America
        • 10.2.6. Middle East & Africa
    • 11. Global Artificial Intelligence (Ai) In Precision Medicine Market Competitive Landscape, Market Share Analysis, and Company Profiles
      • 11.1. Market Share Analysis
      • 11.2. Company Profiles
      • 11.3. Novo Nordisk A/S
        • 11.3.1. Company Overview
        • 11.3.2. Financial Highlights
        • 11.3.3. Product Portfolio
        • 11.3.4. SWOT Analysis
        • 11.3.5. Key Strategies and Developments
      • 11.4. GE Healthcare
        • 11.4.1. Company Overview
        • 11.4.2. Financial Highlights
        • 11.4.3. Product Portfolio
        • 11.4.4. SWOT Analysis
        • 11.4.5. Key Strategies and Developments
      • 11.5. Intel Corporation
        • 11.5.1. Company Overview
        • 11.5.2. Financial Highlights
        • 11.5.3. Product Portfolio
        • 11.5.4. SWOT Analysis
        • 11.5.5. Key Strategies and Developments
      • 11.6. NVIDIA Corporation
        • 11.6.1. Company Overview
        • 11.6.2. Financial Highlights
        • 11.6.3. Product Portfolio
        • 11.6.4. SWOT Analysis
        • 11.6.5. Key Strategies and Developments
      • 11.7. Microsoft Corporation
        • 11.7.1. Company Overview
        • 11.7.2. Financial Highlights
        • 11.7.3. Product Portfolio
        • 11.7.4. SWOT Analysis
        • 11.7.5. Key Strategies and Developments
      • 11.8. Alphabet Inc.
        • 11.8.1. Company Overview
        • 11.8.2. Financial Highlights
        • 11.8.3. Product Portfolio
        • 11.8.4. SWOT Analysis
        • 11.8.5. Key Strategies and Developments
      • 11.9. IBM Corporation
        • 11.9.1. Company Overview
        • 11.9.2. Financial Highlights
        • 11.9.3. Product Portfolio
        • 11.9.4. SWOT Analysis
        • 11.9.5. Key Strategies and Developments
      • 11.10. BioXcel Therapeutics Inc.
        • 11.10.1. Company Overview
        • 11.10.2. Financial Highlights
        • 11.10.3. Product Portfolio
        • 11.10.4. SWOT Analysis
        • 11.10.5. Key Strategies and Developments
      • 11.11. Enlitic Inc.
        • 11.11.1. Company Overview
        • 11.11.2. Financial Highlights
        • 11.11.3. Product Portfolio
        • 11.11.4. SWOT Analysis
        • 11.11.5. Key Strategies and Developments
      • 11.12. AstraZeneca
        • 11.12.1. Company Overview
        • 11.12.2. Financial Highlights
        • 11.12.3. Product Portfolio
        • 11.12.4. SWOT Analysis
        • 11.12.5. Key Strategies and Developments
        • 11.13.1. Company Overview
        • 11.13.2. Financial Highlights
        • 11.13.3. Product Portfolio
        • 11.13.4. SWOT Analysis
        • 11.13.5. Key Strategies and Developments
      • 11.14. Sanofi
        • 11.14.1. Company Overview
        • 11.14.2. Financial Highlights
        • 11.14.3. Product Portfolio
        • 11.14.4. SWOT Analysis
        • 11.14.5. Key Strategies and Developments
      • 11.15. Sensely Inc.
        • 11.15.1. Company Overview
        • 11.15.2. Financial Highlights
        • 11.15.3. Product Portfolio
        • 11.15.4. SWOT Analysis
        • 11.15.5. Key Strategies and Developments
      • 11.16. Tempus
        • 11.16.1. Company Overview
        • 11.16.2. Financial Highlights
        • 11.16.3. Product Portfolio
        • 11.16.4. SWOT Analysis
        • 11.16.5. Key Strategies and Developments
      • 11.17. Berg LLC
        • 11.17.1. Company Overview
        • 11.17.2. Financial Highlights
        • 11.17.3. Product Portfolio
        • 11.17.4. SWOT Analysis
        • 11.17.5. Key Strategies and Developments
      • 11.18. Insilico Medicine
        • 11.18.1. Company Overview
        • 11.18.2. Financial Highlights
        • 11.18.3. Product Portfolio
        • 11.18.4. SWOT Analysis
        • 11.18.5. Key Strategies and Developments
      • 11.19. Modernizing Medicine Inc.
        • 11.19.1. Company Overview
        • 11.19.2. Financial Highlights
        • 11.19.3. Product Portfolio
        • 11.19.4. SWOT Analysis
        • 11.19.5. Key Strategies and Developments
      • 11.20. Atomwise Inc
        • 11.20.1. Company Overview
        • 11.20.2. Financial Highlights
        • 11.20.3. Product Portfolio
        • 11.20.4. SWOT Analysis
        • 11.20.5. Key Strategies and Developments
    • 12. Assumptions and Acronyms
    • 13. Research Methodology
    • 14. Contact

    "

    • List of Figures
        "

      • Figure 1: Global Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Market Share by By Offering in 2022
      • Figure 2: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Attractiveness Analysis by By Offering, 2016-2032
      • Figure 3: Global Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Market Share by By Technologyin 2022
      • Figure 4: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Attractiveness Analysis by By Technology, 2016-2032
      • Figure 5: Global Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Market Share by By Therapeutic Applicationin 2022
      • Figure 6: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Attractiveness Analysis by By Therapeutic Application, 2016-2032
      • Figure 7: Global Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Market Share by Region in 2022
      • Figure 8: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Attractiveness Analysis by Region, 2016-2032
      • Figure 9: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) (2016-2032)
      • Figure 10: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by Region (2016-2032)
      • Figure 11: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Offering (2016-2032)
      • Figure 12: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Technology (2016-2032)
      • Figure 13: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Therapeutic Application (2016-2032)
      • Figure 14: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by Region (2016-2032)
      • Figure 15: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Offering (2016-2032)
      • Figure 16: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Technology (2016-2032)
      • Figure 17: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Therapeutic Application (2016-2032)
      • Figure 18: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by Region (2016-2032)
      • Figure 19: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Offering (2016-2032)
      • Figure 20: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Technology (2016-2032)
      • Figure 21: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Therapeutic Application (2016-2032)
      • Figure 22: North America Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Market Share by By Offeringin 2022
      • Figure 23: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Attractiveness Analysis by By Offering, 2016-2032
      • Figure 24: North America Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Market Share by By Technologyin 2022
      • Figure 25: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Attractiveness Analysis by By Technology, 2016-2032
      • Figure 26: North America Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Market Share by By Therapeutic Applicationin 2022
      • Figure 27: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Attractiveness Analysis by By Therapeutic Application, 2016-2032
      • Figure 28: North America Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Market Share by Country in 2022
      • Figure 29: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Attractiveness Analysis by Country, 2016-2032
      • Figure 30: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) (2016-2032)
      • Figure 31: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by Country (2016-2032)
      • Figure 32: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Offering (2016-2032)
      • Figure 33: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Technology (2016-2032)
      • Figure 34: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Therapeutic Application (2016-2032)
      • Figure 35: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
      • Figure 36: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Offering (2016-2032)
      • Figure 37: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Technology (2016-2032)
      • Figure 38: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Therapeutic Application (2016-2032)
      • Figure 39: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by Country (2016-2032)
      • Figure 40: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Offering (2016-2032)
      • Figure 41: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Technology (2016-2032)
      • Figure 42: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Therapeutic Application (2016-2032)
      • Figure 43: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Market Share by By Offeringin 2022
      • Figure 44: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Attractiveness Analysis by By Offering, 2016-2032
      • Figure 45: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Market Share by By Technologyin 2022
      • Figure 46: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Attractiveness Analysis by By Technology, 2016-2032
      • Figure 47: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Market Share by By Therapeutic Applicationin 2022
      • Figure 48: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Attractiveness Analysis by By Therapeutic Application, 2016-2032
      • Figure 49: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Market Share by Country in 2022
      • Figure 50: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Attractiveness Analysis by Country, 2016-2032
      • Figure 51: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) (2016-2032)
      • Figure 52: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by Country (2016-2032)
      • Figure 53: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Offering (2016-2032)
      • Figure 54: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Technology (2016-2032)
      • Figure 55: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Therapeutic Application (2016-2032)
      • Figure 56: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
      • Figure 57: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Offering (2016-2032)
      • Figure 58: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Technology (2016-2032)
      • Figure 59: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Therapeutic Application (2016-2032)
      • Figure 60: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by Country (2016-2032)
      • Figure 61: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Offering (2016-2032)
      • Figure 62: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Technology (2016-2032)
      • Figure 63: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Therapeutic Application (2016-2032)
      • Figure 64: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Market Share by By Offeringin 2022
      • Figure 65: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Attractiveness Analysis by By Offering, 2016-2032
      • Figure 66: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Market Share by By Technologyin 2022
      • Figure 67: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Attractiveness Analysis by By Technology, 2016-2032
      • Figure 68: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Market Share by By Therapeutic Applicationin 2022
      • Figure 69: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Attractiveness Analysis by By Therapeutic Application, 2016-2032
      • Figure 70: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Market Share by Country in 2022
      • Figure 71: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Attractiveness Analysis by Country, 2016-2032
      • Figure 72: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) (2016-2032)
      • Figure 73: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by Country (2016-2032)
      • Figure 74: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Offering (2016-2032)
      • Figure 75: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Technology (2016-2032)
      • Figure 76: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Therapeutic Application (2016-2032)
      • Figure 77: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
      • Figure 78: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Offering (2016-2032)
      • Figure 79: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Technology (2016-2032)
      • Figure 80: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Therapeutic Application (2016-2032)
      • Figure 81: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by Country (2016-2032)
      • Figure 82: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Offering (2016-2032)
      • Figure 83: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Technology (2016-2032)
      • Figure 84: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Therapeutic Application (2016-2032)
      • Figure 85: APAC Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Market Share by By Offeringin 2022
      • Figure 86: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Attractiveness Analysis by By Offering, 2016-2032
      • Figure 87: APAC Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Market Share by By Technologyin 2022
      • Figure 88: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Attractiveness Analysis by By Technology, 2016-2032
      • Figure 89: APAC Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Market Share by By Therapeutic Applicationin 2022
      • Figure 90: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Attractiveness Analysis by By Therapeutic Application, 2016-2032
      • Figure 91: APAC Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Market Share by Country in 2022
      • Figure 92: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Attractiveness Analysis by Country, 2016-2032
      • Figure 93: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) (2016-2032)
      • Figure 94: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by Country (2016-2032)
      • Figure 95: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Offering (2016-2032)
      • Figure 96: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Technology (2016-2032)
      • Figure 97: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Therapeutic Application (2016-2032)
      • Figure 98: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
      • Figure 99: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Offering (2016-2032)
      • Figure 100: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Technology (2016-2032)
      • Figure 101: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Therapeutic Application (2016-2032)
      • Figure 102: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by Country (2016-2032)
      • Figure 103: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Offering (2016-2032)
      • Figure 104: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Technology (2016-2032)
      • Figure 105: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Therapeutic Application (2016-2032)
      • Figure 106: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Market Share by By Offeringin 2022
      • Figure 107: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Attractiveness Analysis by By Offering, 2016-2032
      • Figure 108: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Market Share by By Technologyin 2022
      • Figure 109: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Attractiveness Analysis by By Technology, 2016-2032
      • Figure 110: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Market Share by By Therapeutic Applicationin 2022
      • Figure 111: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Attractiveness Analysis by By Therapeutic Application, 2016-2032
      • Figure 112: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Market Share by Country in 2022
      • Figure 113: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Attractiveness Analysis by Country, 2016-2032
      • Figure 114: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) (2016-2032)
      • Figure 115: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by Country (2016-2032)
      • Figure 116: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Offering (2016-2032)
      • Figure 117: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Technology (2016-2032)
      • Figure 118: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Therapeutic Application (2016-2032)
      • Figure 119: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
      • Figure 120: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Offering (2016-2032)
      • Figure 121: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Technology (2016-2032)
      • Figure 122: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Therapeutic Application (2016-2032)
      • Figure 123: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by Country (2016-2032)
      • Figure 124: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Offering (2016-2032)
      • Figure 125: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Technology (2016-2032)
      • Figure 126: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Therapeutic Application (2016-2032)
      • Figure 127: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Market Share by By Offeringin 2022
      • Figure 128: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Attractiveness Analysis by By Offering, 2016-2032
      • Figure 129: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Market Share by By Technologyin 2022
      • Figure 130: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Attractiveness Analysis by By Technology, 2016-2032
      • Figure 131: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Market Share by By Therapeutic Applicationin 2022
      • Figure 132: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Attractiveness Analysis by By Therapeutic Application, 2016-2032
      • Figure 133: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Market Share by Country in 2022
      • Figure 134: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Attractiveness Analysis by Country, 2016-2032
      • Figure 135: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) (2016-2032)
      • Figure 136: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by Country (2016-2032)
      • Figure 137: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Offering (2016-2032)
      • Figure 138: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Technology (2016-2032)
      • Figure 139: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Therapeutic Application (2016-2032)
      • Figure 140: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
      • Figure 141: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Offering (2016-2032)
      • Figure 142: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Technology (2016-2032)
      • Figure 143: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Therapeutic Application (2016-2032)
      • Figure 144: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by Country (2016-2032)
      • Figure 145: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Offering (2016-2032)
      • Figure 146: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Technology (2016-2032)
      • Figure 147: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Therapeutic Application (2016-2032)

      "

    • List of Tables
        "

      • Table 1: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Comparison by By Offering (2016-2032)
      • Table 2: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Comparison by By Technology (2016-2032)
      • Table 3: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Comparison by By Therapeutic Application (2016-2032)
      • Table 4: Global Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Comparison by Region (2016-2032)
      • Table 5: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) (2016-2032)
      • Table 6: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by Region (2016-2032)
      • Table 7: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Offering (2016-2032)
      • Table 8: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Technology (2016-2032)
      • Table 9: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Therapeutic Application (2016-2032)
      • Table 10: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by Region (2016-2032)
      • Table 11: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Offering (2016-2032)
      • Table 12: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Technology (2016-2032)
      • Table 13: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Therapeutic Application (2016-2032)
      • Table 14: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by Region (2016-2032)
      • Table 15: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Offering (2016-2032)
      • Table 16: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Technology (2016-2032)
      • Table 17: Global Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Therapeutic Application (2016-2032)
      • Table 18: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Comparison by By Technology (2016-2032)
      • Table 19: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Comparison by By Therapeutic Application (2016-2032)
      • Table 20: North America Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Comparison by Country (2016-2032)
      • Table 21: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) (2016-2032)
      • Table 22: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by Country (2016-2032)
      • Table 23: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Offering (2016-2032)
      • Table 24: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Technology (2016-2032)
      • Table 25: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Therapeutic Application (2016-2032)
      • Table 26: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
      • Table 27: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Offering (2016-2032)
      • Table 28: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Technology (2016-2032)
      • Table 29: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Therapeutic Application (2016-2032)
      • Table 30: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by Country (2016-2032)
      • Table 31: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Offering (2016-2032)
      • Table 32: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Technology (2016-2032)
      • Table 33: North America Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Therapeutic Application (2016-2032)
      • Table 34: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Comparison by By Offering (2016-2032)
      • Table 35: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Comparison by By Technology (2016-2032)
      • Table 36: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Comparison by By Therapeutic Application (2016-2032)
      • Table 37: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Comparison by Country (2016-2032)
      • Table 38: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) (2016-2032)
      • Table 39: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by Country (2016-2032)
      • Table 40: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Offering (2016-2032)
      • Table 41: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Technology (2016-2032)
      • Table 42: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Therapeutic Application (2016-2032)
      • Table 43: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
      • Table 44: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Offering (2016-2032)
      • Table 45: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Technology (2016-2032)
      • Table 46: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Therapeutic Application (2016-2032)
      • Table 47: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by Country (2016-2032)
      • Table 48: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Offering (2016-2032)
      • Table 49: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Technology (2016-2032)
      • Table 50: Western Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Therapeutic Application (2016-2032)
      • Table 51: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Comparison by By Offering (2016-2032)
      • Table 52: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Comparison by By Technology (2016-2032)
      • Table 53: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Comparison by By Therapeutic Application (2016-2032)
      • Table 54: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Comparison by Country (2016-2032)
      • Table 55: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) (2016-2032)
      • Table 56: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by Country (2016-2032)
      • Table 57: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Offering (2016-2032)
      • Table 58: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Technology (2016-2032)
      • Table 59: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Therapeutic Application (2016-2032)
      • Table 60: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
      • Table 61: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Offering (2016-2032)
      • Table 62: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Technology (2016-2032)
      • Table 63: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Therapeutic Application (2016-2032)
      • Table 64: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by Country (2016-2032)
      • Table 65: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Offering (2016-2032)
      • Table 66: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Technology (2016-2032)
      • Table 67: Eastern Europe Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Therapeutic Application (2016-2032)
      • Table 68: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Comparison by By Offering (2016-2032)
      • Table 69: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Comparison by By Technology (2016-2032)
      • Table 70: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Comparison by By Therapeutic Application (2016-2032)
      • Table 71: APAC Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Comparison by Country (2016-2032)
      • Table 72: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) (2016-2032)
      • Table 73: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by Country (2016-2032)
      • Table 74: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Offering (2016-2032)
      • Table 75: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Technology (2016-2032)
      • Table 76: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Therapeutic Application (2016-2032)
      • Table 77: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
      • Table 78: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Offering (2016-2032)
      • Table 79: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Technology (2016-2032)
      • Table 80: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Therapeutic Application (2016-2032)
      • Table 81: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by Country (2016-2032)
      • Table 82: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Offering (2016-2032)
      • Table 83: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Technology (2016-2032)
      • Table 84: APAC Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Therapeutic Application (2016-2032)
      • Table 85: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Comparison by By Offering (2016-2032)
      • Table 86: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Comparison by By Technology (2016-2032)
      • Table 87: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Comparison by By Therapeutic Application (2016-2032)
      • Table 88: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Comparison by Country (2016-2032)
      • Table 89: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) (2016-2032)
      • Table 90: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by Country (2016-2032)
      • Table 91: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Offering (2016-2032)
      • Table 92: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Technology (2016-2032)
      • Table 93: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Therapeutic Application (2016-2032)
      • Table 94: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
      • Table 95: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Offering (2016-2032)
      • Table 96: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Technology (2016-2032)
      • Table 97: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Therapeutic Application (2016-2032)
      • Table 98: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by Country (2016-2032)
      • Table 99: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Offering (2016-2032)
      • Table 100: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Technology (2016-2032)
      • Table 101: Latin America Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Therapeutic Application (2016-2032)
      • Table 102: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Comparison by By Offering (2016-2032)
      • Table 103: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Comparison by By Technology (2016-2032)
      • Table 104: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Comparison by By Therapeutic Application (2016-2032)
      • Table 105: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Revenue (US$ Mn) Comparison by Country (2016-2032)
      • Table 106: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) (2016-2032)
      • Table 107: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by Country (2016-2032)
      • Table 108: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Offering (2016-2032)
      • Table 109: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Technology (2016-2032)
      • Table 110: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Revenue (US$ Mn) Comparison by By Therapeutic Application (2016-2032)
      • Table 111: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by Country (2016-2032)
      • Table 112: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Offering (2016-2032)
      • Table 113: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Technology (2016-2032)
      • Table 114: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Y-o-Y Growth Rate Comparison by By Therapeutic Application (2016-2032)
      • Table 115: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by Country (2016-2032)
      • Table 116: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Offering (2016-2032)
      • Table 117: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Technology (2016-2032)
      • Table 118: Middle East & Africa Artificial Intelligence (Ai) In Precision Medicine Market Market Share Comparison by By Therapeutic Application (2016-2032)
    • Novo Nordisk A/S
    • GE Healthcare
    • Intel Corporation
    • NVIDIA Corporation
    • Microsoft Corporation
    • Alphabet Inc.
    • IBM Corporation
    • BioXcel Therapeutics Inc.
    • Enlitic Inc.
    • AstraZeneca
    • Sanofi
    • Zephyr AI
    • Sensely Inc.
    • Tempus
    • Berg LLC
    • Insilico Medicine
    • Modernizing Medicine Inc.
    • Atomwise Inc
✖
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