AI in Precision Medicine Market by Application (Drug Discovery, Screening, Diagnosis, Stratification, Staging, Prognosis, Therapy Selection, Monitoring, Risk Management), Indication (Cancer, CNS, CVS), Tools (ML, NLP), & End User -Global Forecast to 2030

AI in Precision Medicine Market by Application (Drug Discovery, Screening, Diagnosis, Stratification, Staging, Prognosis, Therapy Selection, Monitoring, Risk Management), Indication (Cancer, CNS, CVS), Tools (ML, NLP), & End User -Global Forecast to 2030



The AI in precision medicine market is projected to reach USD 3.92 billion by 2030 from USD 0.78 billion in 2024, at a CAGR of 30.7% from 2024 to 2030. The market for AI in precision medicine is propelled by the enhanced diagnostics as well as predictive analytics. Wearable devices monitor patient’s imaging and other related parameters and search for signs of disease, long before it shows itself, or the outcomes of treatments. Additionally, the movement towards cheaper healthcare provision is also the other factor. AI increases the productivity of conventional diagnosis and treatment procedures; thus, it makes precision medicine cheap and widely applicable. On the contrary, factors such as costs associated with implementation, inadequate access to high-quality data and issues with data security and privacy present challenges. Furthermore, the intricate nature of incorporating AI into already existing healthcare processes including regulatory requirements may also slow down its uptake.

“Natural language processing (NLP) had the fastest growth rate in the AI in precision medicine market during the forecast period, by tools.”

Natural Language Processing (NLP) is anticipated to register the highest growth rate within the AI in precision medicine market as a result of its efficiency in deriving meaning from adequate unstructured medical data which consist of clinical notes, research works, and patient records. NLP helps to integrate unstructured data with structured data helps to get a better view of patient’s history and suggestions regarding customizing treatment are improved. For instance, Tempus utilizes NLP techniques in fresh oncology treatment plans to find trends in the use of electronic health records. Furthermore, NLP-based applications are used to provide concise reports and help in making decisions very fast by shifting through a lot of scientific data and literature which hastens the process of drug invention and the diagnosis of diseases. The growing implementation of EHR systems alongside the rising need for precision medicine integrated solutions stimulates the market for NLP technology. Its applicability in dealing with different healthcare data and promise of better results makes it a game changer in the market.

“By end user, the healthcare providers to account for largest market share in 2023.”

By end user, AI in precision medicine market is bifurcated into healthcare providers, pharmaceutical & biotechnology companies, medical device/equipment companies, research centers, academic institutes, & government organizations, and others. The healthcare providers accounted for the largest share of the market for AI in precision medicine owing to the fact that they are the foremost practitioners of the AI tools used to enhance diagnosis, treatment planning and patient outcome. Hospitals and clinics employ AI platforms for patient data analysis, therapeutic mapping, and improving the quality of decision making. The current rampant deployment of the AI technology in the fields of medical imaging, genomics and custom care provision has made it possible for providers to give customized therapies in a quick and effective manner. In addition, the rising expenditure on AI solutions and the increasing demand for efficient and high quality healthcare systems are two factors that facilitate penetration of the market by healthcare providers.

“Asia Pacific is estimated to register the highest CAGR over the forecast period.”

The AI in precision medicine market is geographically segmented into North America, Europe, Asia Pacific, Latin America, and Middle East & Africa. The Asia Pacific’s AI in precision medicine market is projected to register highest CAGR during the forecast period due to enhanced allocation of resources towards healthcare infrastructure facilities, promotion of adoption of AI technology, and growing initiatives in genomic research. Countries like China, Japan and India are turning towards advanced technologies like Artificial Intelligence to transform the health care systems in these nations, due to government and private organization efforts. At the same time, the aging population creates a high demand for precision therapeutics, especially for oncology and chronic illness management, which also promotes growth in this region. In addition, an influx of both global and local companies specializing in the technology in the region, stimulates speed of innovation and use of the technology.

Breakdown of supply-side primary interviews by company type, designation, and region:

By Company Type: Tier 1 (40%), Tier 2 (35%), and Tier 3 (25%)

By Designation: Managers (40%), Directors (35%), and Others (25%)

By Region: North America (40%), Europe (30%), Asia Pacific (20%), Latin America (5%) and Middle East Africa (5%)

List of Companies Profiled in the Report:

NVIDIA Corporation (US)

Google, Inc. (US)

Microsoft (US)

IBM (US)

Illumina, Inc. (US)

Exscientia (UK)

Insilico Medicine (US)

GE Healthcare (US)

Tempus AI, Inc. (US)

Siemens Healthineers AG (Germany)

BioXcel Therapeutics, Inc. (US)

BenevolentAI (UK)

PathAI, Inc. (US)

Guardant Health (US)

GRAIL, Inc. (US)

FOUNDATION MEDICINE, INC. (US)

FLATIRON HEALTH (US)

Proscia Inc. (US)

DEEP GENOMICS. (Canada)

Verge Genomics (US)

Predictive Oncology (US)

Paige AI, Inc. (US)

Densitas Inc. (Canada)

Zephyr AI (US)

Iktos (France)

Research Coverage:

This research report categorizes the AI in precision medicine market by application (drug discovery & development, diagnostics & screening, and therapeutics), therapeutic area (oncology, rare diseases, infectious diseases, neurology, cardiology, haematology, and others), component (hardware, software, and services), tools (machine learning, natural language processing (NLP), context-aware processing and computing, computer vision, image analysis (including optical character recognition), and others), deployment (cloud-based model, on-premise model, and hybrid model), end user (healthcare providers, pharmaceutical & biotechnology companies, medical device/equipment companies, research centers, academic institutes, & government organizations, and others) and region. The scope of the report covers detailed information regarding the major factors, such as drivers, restraints, challenges, and opportunities, influencing the growth of the AI in precision medicine market. A thorough analysis of the key industry players has been done to provide insights into their business overview, offerings, and key strategies such as acquisitions, collaborations, partnerships, mergers, product/service launches & enhancements, and approvals in the AI in precision medicine market. Competitive analysis of upcoming startups in the AI in precision medicine market ecosystem is covered in this report.

Reasons to Buy the Report

The report will help market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall AI in precision medicine market and the subsegments. This report will help stakeholders understand the competitive landscape and gain more insights to better position their businesses and plan suitable go-to-market strategies. The report also helps stakeholders understand the market pulse and provides information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:

Analysis of key drivers: (Rising Demand for Personalized Healthcare), restraints (Limited access to high-quality data), opportunities (Expanding genomic research), and challenges (Regulatory and ethical complexities) influencing the growth of the AI in precision medicine market.

Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the AI in precision medicine market.

Market Development: Comprehensive information about lucrative markets – the report analyses the AI in precision medicine market across varied regions.

Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the AI in precision medicine market.

Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players such as NVIDIA Corporation (US), Google, Inc. (US), Microsoft (US), IBM (US), Illumina, Inc. (US), Exscientia (UK), etc. among others in AI in precision medicine market.


Tables List
Table 1 Ai In Precision Medicine Market: Inclusions & Exclusions
Table 2 Artificial Intelligence In Precision Medicine Market Dynamics: Impact Analysis
Table 3 Indicative List Of Collaborations And Partnerships, 2021–2024
Table 4 Biggest Healthcare Security Breaches, 2023
Table 5 Ai In Drug Discovery Market: Role In Ecosystem
Table 6 North America: List Of Regulatory Bodies, Government Agencies,
And Other Organizations
Table 7 Europe: Regulatory Bodies, Government Agencies, And Other Organizations
Table 9 Asia Pacific: Regulatory Bodies, Government Agencies, And Other Organizations
Table 10 Latin America: Regulatory Bodies, Government Agencies, And Other Organizations
Table 11 Middle East & Africa: Regulatory Bodies, Government Agencies,
And Other Organizations
Table 12 North America: Regulatory Scenario
Table 13 Europe: Regulatory Scenario
Table 14 Asia Pacific: Regulatory Scenario
Table 15 Middle East & Africa: Regulatory Scenario
Table 16 Latin America: Regulatory Scenario
Table 17 Indicative Pricing For Key Players, 2023 (Usd)
Table 18 Indicative Price Of Key Components, By Region, 2022–2024 (Usd)
Table 19 Ai In Precision Medicine Market: Porter’s Five Forces Analysis
Table 20 Jurisdiction Analysis Of Top Applicant Countries For Ai In Precision Medicine
Table 21 Ai In Precision Medicine Market: List Of Patents/Patent Applications
Table 22 Influence Of Stakeholders On Buying Process Of Top Three End Users
Table 23 Key Buying Criteria For Top Three End Users
Table 24 Unmet Needs In Ai In Precision Medicine Market
Table 25 End-user Expectations In Ai In Precision Medicine Market
Table 26 Key Conferences & Events, 2024–2025
Table 27 Artificial Intelligence In Precision Medicine Market, By Application, 2022–2030 (Usd Million)
Table 28 Artificial Intelligence In Precision Medicine Market For Drug Discovery & Development, By Application, 2022–2030 (Usd Million)
Table 29 Artificial Intelligence In Precision Medicine Market For Drug Discovery, By Application, 2022–2030 (Usd Million)
Table 30 Artificial Intelligence In Precision Medicine Market For Understanding Diseases, By Country/Region, 2022–2030 (Usd Million)
Table 31 Artificial Intelligence In Precision Medicine Market For Drug Repurposing, By Country/Region, 2022–2030 (Usd Million)
Table 32 Artificial Intelligence In Precision Medicine Market For De Novo Drug Design, By Country/Region, 2022–2030 (Usd Million)
Table 33 Artificial Intelligence In Precision Medicine Market For Drug Optimization, By Country/Region, 2022–2030 (Usd Million)
Table 34 Artificial Intelligence In Precision Medicine Market For Safety & Toxicity, By Country/Region, 2022–2030 (Usd Million)
Table 35 Artificial Intelligence In Precision Medicine Market For Clinical Development, By Country/Region, 2022–2030 (Usd Million)
Table 36 Artificial Intelligence In Precision Medicine Market For Diagnostics & Screening, By Type, 2022–2030 (Usd Million)
Table 37 Artificial Intelligence In Precision Medicine Market For Risk Assessment & Patient Stratification, By Country/Region,
2022–2030 (Usd Million)
Table 38 Artificial Intelligence In Precision Medicine Market For Disease Screening, By Country/Region, 2022–2030 (Usd Million)
Table 39 Artificial Intelligence In Precision Medicine Market For Disease Diagnosis, By Country/Region, 2022–2030 (Usd Million)
Table 40 Artificial Intelligence In Precision Medicine Market For Disease Progression, Staging, And Prognosis, By Country/Region,
2022–2030 (Usd Million)
Table 41 Artificial Intelligence In Precision Medicine Market For Therapeutics, By Type, 2022–2030 (Usd Million)
Table 42 Artificial Intelligence In Precision Medicine Market For Therapy Selection & Planning, By Country/Region, 2022–2030 (Usd Million)
Table 43 Artificial Intelligence In Precision Medicine Market For Therapy Monitoring, By Country/Region, 2022–2030 (Usd Million)
Table 44 Artificial Intelligence In Precision Medicine Market For Post-treatment Surveillance & Follow-up, By Country/Region,
2022–2030 (Usd Million)
Table 45 Artificial Intelligence In Precision Medicine Market, By Therapeutic Area, 2022–2030 (Usd Million)
Table 46 Artificial Intelligence In Drug Discovery Market For Oncology,
By Country/Region, 2022–2030 (Usd Million)
Table 47 Artificial Intelligence In Precision Medicine Market For Rare Diseases, By Country/Region, 2022–2030 (Usd Million)
Table 48 Artificial Intelligence In Precision Medicine Market For Infectious Diseases, By Country/Region, 2022–2030 (Usd Million)
Table 49 Artificial Intelligence In Precision Medicine Market For Neurology,
By Country/Region, 2022–2030 (Usd Million)
Table 50 Indicative List Of Developments In Cardiology
Table 51 Artificial Intelligence In Precision Medicine Market For Cardiology,
By Country/Region, 2022–2030 (Usd Million)
Table 52 Artificial Intelligence In Precision Medicine Market For Hematology, By Country/Region, 2022–2030 (Usd Million)
Table 53 Artificial Intelligence In Precision Medicine Market For Other Therapeutic Areas, By Country/Region, 2022–2030 (Usd Million)
Table 54 Artificial Intelligence In Precision Medicine Market, By Component, 2022–2030 (Usd Million)
Table 55 Artificial Intelligence In Precision Medicine Market For Software,
By Country/Region, 2022–2030 (Usd Million)
Table 56 Artificial Intelligence Services In Precision Medicine Market,
By Country/Region, 2022–2030 (Usd Million)
Table 57 Ai In Precision Medicine Market, By Tool, 2022–2030 (Usd Million)
Table 58 Machine Learning In Precision Medicine Market, By Type,
2022–2030 (Usd Million)
Table 59 Machine Learning In Precision Medicine Market, By Country/Region, 2022–2030 (Usd Million)
Table 60 Deep Learning In Precision Medicine Market, By Country/Region,
2022–2030 (Usd Million)
Table 61 Convolutional Neural Networks In Precision Medicine Market,
By Country/Region, 2022–2030 (Usd Million)
Table 62 Recurrent Neural Networks In Precision Medicine Market,
By Country/Region, 2022–2030 (Usd Million)
Table 63 Generative Adversarial Networks In Precision Medicine Market,
By Country/Region, 2022–2030 (Usd Million)
Table 64 Graph Neural Networks In Precision Medicine Market,
By Country/Region, 2022–2030 (Usd Million)
Table 65 Other Deep Learning Tools In Precision Medicine Market,
By Country/Region, 2022–2030 (Usd Million)
Table 66 Supervised Learning In Precision Medicine Market, By Country/Region, 2022–2030 (Usd Million)
Table 67 Reinforcement Learning In Precision Medicine Market,
By Country/Region, 2022–2030 (Usd Million)
Table 68 Unsupervised Learning In Precision Medicine Market,
By Country/Region, 2022–2030 (Usd Million)
Table 69 Other Machine Learning Tools In Precision Medicine Market,
By Country/Region, 2022–2030 (Usd Million)
Table 70 Natural Language Processing In Precision Medicine Market,
By Country/Region, 2022–2030 (Usd Million)
Table 71 Context-aware Processing & Computing In Precision Medicine Market, By Country/Region, 2022–2030 (Usd Million)
Table 72 Computer Vision Ai In Precision Medicine Market, By Country/Region, 2022–2030 (Usd Million)
Table 73 Image Analysis In Precision Medicine Market, By Country/Region, 2022–2030 (Usd Million)
Table 74 Other Ai Tools In Precision Medicine Market, By Country/Region,
2022–2030 (Usd Million)
Table 75 Artificial Intelligence In Precision Medicine Market, By Deployment, 2022–2030 (Usd Million)
Table 76 Artificial Intelligence In Precision Medicine Market For Cloud-based Model, By Country/Region, 2022–2030 (Usd Million)
Table 77 Artificial Intelligence In Precision Medicine Market For On-premise Model, By Country/Region, 2022–2030 (Usd Million)
Table 78 Artificial Intelligence In Precision Medicine Market For Hybrid Model, By Country/Region, 2022–2030 (Usd Million)
Table 79 Artificial Intelligence In Precision Medicine Market, By End User, 2022–2030 (Usd Million)
Table 80 Artificial Intelligence In Precision Medicine Market For Healthcare Providers, By Country/Region, 2022–2030 (Usd Million)
Table 81 Artificial Intelligence In Precision Medicine Market For Pharmaceutical & Biotechnology Companies, By Country/Region,
2022–2030 (Usd Million)
Table 82 Artificial Intelligence In Precision Medicine Market For Medical Device & Equipment Companies, By Country/Region, 2022–2030 (Usd Million)
Table 83 Artificial Intelligence In Precision Medicine Market For Research Centers, Academic Institutes, And Government Organizations, By Country/Region, 2022–2030 (Usd Million)
Table 84 Artificial Intelligence In Precision Medicine Market For Other End Users, By Country/Region, 2022–2030 (Usd Million)
Table 85 Artificial Intelligence In Precision Medicine Market, By Region,
2022–2030 (Usd Million)
Table 86 North America: Artificial Intelligence In Precision Medicine Market,
By Country, 2022–2030 (Usd Million)
Table 87 North America: Artificial Intelligence In Precision Medicine Market,
By Application, 2022–2030 (Usd Million)
Table 88 North America: Artificial Intelligence In Precision Medicine Market,
By Therapeutic Area, 2022–2030 (Usd Million)
Table 89 North America: Artificial Intelligence In Precision Medicine Market,
By Component, 2022–2030 (Usd Million)
Table 90 North America: Artificial Intelligence In Precision Medicine Market,
By Tool, 2022–2030 (Usd Million)
Table 91 North America: Artificial Intelligence In Precision Medicine Market,
By Deployment 2022–2030 (Usd Million)
Table 92 North America: Artificial Intelligence In Precision Medicine Market,
By End User, 2022–2030 (Usd Million)
Table 93 Us: Artificial Intelligence In Precision Medicine Market, By Application, 2022–2030 (Usd Million)
Table 94 Us: Artificial Intelligence In Precision Medicine Market, By Therapeutic Area, 2022–2030 (Usd Million)
Table 95 Us: Artificial Intelligence In Precision Medicine Market, By Component, 2022–2030 (Usd Million)
Table 96 Us: Artificial Intelligence In Precision Medicine Market, By Tool,
2022–2030 (Usd Million)
Table 97 Us: Artificial Intelligence In Precision Medicine Market, By Deployment 2022–2030 (Usd Million)
Table 98 Us: Artificial Intelligence In Precision Medicine Market, By End User, 2022–2030 (Usd Million)
Table 99 Canada: Artificial Intelligence In Precision Medicine Market,
By Application, 2022–2030 (Usd Million)
Table 100 Canada: Artificial Intelligence In Precision Medicine Market,
By Therapeutic Area, 2022–2030 (Usd Million)
Table 101 Canada: Artificial Intelligence In Precision Medicine Market,
By Component, 2022–2030 (Usd Million)
Table 102 Canada: Artificial Intelligence In Precision Medicine Market,
By Tool, 2022–2030 (Usd Million)
Table 103 Canada: Artificial Intelligence In Precision Medicine Market,
By Deployment 2022–2030 (Usd Million)
Table 104 Canada: Artificial Intelligence In Precision Medicine Market,
By End User, 2022–2030 (Usd Million)
Table 105 Europe: Artificial Intelligence In Precision Medicine Market,
By Country, 2022–2030 (Usd Million)
Table 106 Europe: Artificial Intelligence In Precision Medicine Market,
By Application, 2022–2030 (Usd Million)
Table 107 Europe: Artificial Intelligence In Precision Medicine Market,
By Therapeutic Area, 2022–2030 (Usd Million)
Table 108 Europe: Artificial Intelligence In Precision Medicine Market,
By Component, 2022–2030 (Usd Million)
Table 109 Europe: Artificial Intelligence In Precision Medicine Market,
By Tool, 2022–2030 (Usd Million)
Table 110 Europe: Artificial Intelligence In Precision Medicine Market,
By Deployment, 2022–2030 (Usd Million)
Table 111 Europe: Artificial Intelligence In Precision Medicine Market,
By End User, 2022–2030 (Usd Million)
Table 112 Uk: Artificial Intelligence In Precision Medicine Market, By Application, 2022–2030 (Usd Million)
Table 113 Uk: Artificial Intelligence In Precision Medicine Market, By Therapeutic Area, 2022–2030 (Usd Million)
Table 114 Uk: Artificial Intelligence In Precision Medicine Market, By Component, 2022–2030 (Usd Million)
Table 115 Uk: Artificial Intelligence In Precision Medicine Market, By Tool,
2022–2030 (Usd Million)
Table 116 Uk: Artificial Intelligence In Precision Medicine Market,
By Deployment, 2022–2030 (Usd Million)
Table 117 Uk: Artificial Intelligence In Precision Medicine Market, By End User, 2022–2030 (Usd Million)
Table 118 Germany: Artificial Intelligence In Precision Medicine Market,
By Application, 2022–2030 (Usd Million)
Table 119 Germany: Artificial Intelligence In Precision Medicine Market,
By Therapeutic Area, 2022–2030 (Usd Million)
Table 120 Germany: Artificial Intelligence In Precision Medicine Market,
By Component, 2022–2030 (Usd Million)
Table 121 Germany: Artificial Intelligence In Precision Medicine Market,
By Tool, 2022–2030 (Usd Million)
Table 122 Germany: Artificial Intelligence In Precision Medicine Market,
By Deployment, 2022–2030 (Usd Million)
Table 123 Germany: Artificial Intelligence In Precision Medicine Market,
By End User, 2022–2030 (Usd Million)
Table 124 France: Artificial Intelligence In Precision Medicine Market,
By Application, 2022–2030 (Usd Million)
Table 125 France: Artificial Intelligence In Precision Medicine Market,
By Therapeutic Area, 2022–2030 (Usd Million)
Table 126 France: Artificial Intelligence In Precision Medicine Market,
By Component, 2022–2030 (Usd Million)
Table 127 France: Artificial Intelligence In Precision Medicine Market,
By Tool, 2022–2030 (Usd Million)
Table 128 France: Artificial Intelligence In Precision Medicine Market,
By Deployment, 2022–2030 (Usd Million)
Table 129 France: Artificial Intelligence In Precision Medicine Market,
By End User, 2022–2030 (Usd Million)
Table 130 Italy: Artificial Intelligence In Precision Medicine Market,
By Application, 2022–2030 (Usd Million)
Table 131 Italy: Artificial Intelligence In Precision Medicine Market,
By Therapeutic Area, 2022–2030 (Usd Million)
Table 132 Italy: Artificial Intelligence In Precision Medicine Market,
By Component, 2022–2030 (Usd Million)
Table 133 Italy: Artificial Intelligence In Precision Medicine Market,
By Tool, 2022–2030 (Usd Million)
Table 134 Italy: Artificial Intelligence In Precision Medicine Market,
By Deployment, 2022–2030 (Usd Million)
Table 135 Italy: Artificial Intelligence In Precision Medicine Market, By End User, 2022–2030 (Usd Million)
Table 136 Spain: Artificial Intelligence In Precision Medicine Market,
By Application, 2022–2030 (Usd Million)
Table 137 Spain: Artificial Intelligence In Precision Medicine Market,
By Therapeutic Area, 2022–2030 (Usd Million)
Table 138 Spain: Artificial Intelligence In Precision Medicine Market,
By Component, 2022–2030 (Usd Million)
Table 139 Spain: Artificial Intelligence In Precision Medicine Market, By Tool, 2022–2030 (Usd Million)
Table 140 Spain: Artificial Intelligence In Precision Medicine Market,
By Deployment, 2022–2030 (Usd Million)
Table 141 Spain: Artificial Intelligence In Precision Medicine Market, By End User, 2022–2030 (Usd Million)
Table 142 Rest Of Europe: Artificial Intelligence In Precision Medicine Market,
By Application, 2022–2030 (Usd Million)
Table 143 Rest Of Europe: Artificial Intelligence In Precision Medicine Market,
By Therapeutic Area, 2022–2030 (Usd Million)
Table 144 Rest Of Europe: Artificial Intelligence In Precision Medicine Market,
By Component, 2022–2030 (Usd Million)
Table 145 Rest Of Europe: Artificial Intelligence In Precision Medicine Market,
By Tool, 2022–2030 (Usd Million)
Table 146 Rest Of Europe: Artificial Intelligence In Precision Medicine Market,
By Deployment, 2022–2030 (Usd Million)
Table 147 Rest Of Europe: Artificial Intelligence In Precision Medicine Market,
By End User, 2022–2030 (Usd Million)
Table 148 Asia Pacific: Artificial Intelligence In Precision Medicine Market,
By Country, 2022–2030 (Usd Million)
Table 149 Asia Pacific: Artificial Intelligence In Precision Medicine Market,
By Application, 2022–2030 (Usd Million)
Table 150 Asia Pacific: Artificial Intelligence In Precision Medicine Market,
By Therapeutic Area, 2022–2030 (Usd Million)
Table 151 Asia Pacific: Artificial Intelligence In Precision Medicine Market,
By Component, 2022–2030 (Usd Million)
Table 152 Asia Pacific: Artificial Intelligence In Precision Medicine Market,
By Tool, 2022–2030 (Usd Million)
Table 153 Asia Pacific: Artificial Intelligence In Precision Medicine Market,
By Deployment, 2022–2030 (Usd Million)
Table 154 Asia Pacific: Artificial Intelligence In Precision Medicine Market,
By End User, 2022–2030 (Usd Million)
Table 155 Japan: Artificial Intelligence In Precision Medicine Market,
By Application, 2022–2030 (Usd Million)
Table 156 Japan: Artificial Intelligence In Precision Medicine Market,
By Therapeutic Area, 2022–2030 (Usd Million)
Table 157 Japan: Artificial Intelligence In Precision Medicine Market,
By Component, 2022–2030 (Usd Million)
Table 158 Japan: Artificial Intelligence In Precision Medicine Market,
By Tool, 2022–2030 (Usd Million)
Table 159 Japan: Artificial Intelligence In Precision Medicine Market,
By Deployment, 2022–2030 (Usd Million)
Table 160 Japan: Artificial Intelligence In Precision Medicine Market,
By End User, 2022–2030 (Usd Million)
Table 161 China: Artificial Intelligence In Precision Medicine Market,
By Application, 2022–2030 (Usd Million)
Table 162 China: Artificial Intelligence In Precision Medicine Market,
By Therapeutic Area, 2022–2030 (Usd Million)
Table 163 China: Artificial Intelligence In Precision Medicine Market,
By Component, 2022–2030 (Usd Million)
Table 164 China: Artificial Intelligence In Precision Medicine Market,
By Tool, 2022–2030 (Usd Million)
Table 165 China: Artificial Intelligence In Precision Medicine Market,
By Deployment, 2022–2030 (Usd Million)
Table 166 China: Artificial Intelligence In Precision Medicine Market,
By End User, 2022–2030 (Usd Million)
Table 167 India: Artificial Intelligence In Precision Medicine Market,
By Application, 2022–2030 (Usd Million)
Table 168 India: Artificial Intelligence In Precision Medicine Market,
By Therapeutic Area, 2022–2030 (Usd Million)
Table 169 India: Artificial Intelligence In Precision Medicine Market,
By Component, 2022–2030 (Usd Million)
Table 170 India: Artificial Intelligence In Precision Medicine Market,
By Tool, 2022–2030 (Usd Million)
Table 171 India: Artificial Intelligence In Precision Medicine Market,
By Deployment, 2022–2030 (Usd Million)
Table 172 India: Artificial Intelligence In Precision Medicine Market,
By End User, 2022–2030 (Usd Million)
Table 173 Rest Of Asia Pacific: Artificial Intelligence In Precision Medicine Market, By Application, 2022–2030 (Usd Million)
Table 174 Rest Of Asia Pacific: Artificial Intelligence In Precision Medicine Market, By Therapeutic Area, 2022–2030 (Usd Million)
Table 175 Rest Of Asia Pacific: Artificial Intelligence In Precision Medicine Market, By Component, 2022–2030 (Usd Million)
Table 176 Rest Of Asia Pacific: Artificial Intelligence In Precision Medicine Market, By Tool, 2022–2030 (Usd Million)
Table 177 Rest Of Asia Pacific: Artificial Intelligence In Precision Medicine Market, By Deployment, 2022–2030 (Usd Million)
Table 178 Rest Of Asia Pacific: Artificial Intelligence In Precision Medicine Market, By End User, 2022–2030 (Usd Million)
Table 179 Latin America: Artificial Intelligence In Precision Medicine Market,
By Region, 2022–2030 (Usd Million)
Table 180 Latin America: Artificial Intelligence In Precision Medicine Market,
By Application, 2022–2030 (Usd Million)
Table 181 Latin America: Artificial Intelligence In Precision Medicine Market,
By Therapeutic Area, 2022–2030 (Usd Million)
Table 182 Latin America: Artificial Intelligence In Precision Medicine Market,
By Component, 2022–2030 (Usd Million)
Table 183 Latin America: Artificial Intelligence In Precision Medicine Market,
By Tool, 2022–2030 (Usd Million)
Table 184 Latin America: Artificial Intelligence In Precision Medicine Market,
By Deployment, 2022–2030 (Usd Million)
Table 185 Latin America: Artificial Intelligence In Precision Medicine Market,
By End User, 2022–2030 (Usd Million)
Table 186 Brazil: Artificial Intelligence In Precision Medicine Market,
By Application, 2022–2030 (Usd Million)
Table 187 Brazil: Artificial Intelligence In Precision Medicine Market,
By Therapeutic Area, 2022–2030 (Usd Million)
Table 188 Brazil: Artificial Intelligence In Precision Medicine Market,
By Component, 2022–2030 (Usd Million)
Table 189 Brazil: Artificial Intelligence In Precision Medicine Market,
By Tool, 2022–2030 (Usd Million)
Table 190 Brazil: Artificial Intelligence In Precision Medicine Market,
By Deployment, 2022–2030 (Usd Million)
Table 191 Brazil: Artificial Intelligence In Precision Medicine Market,
By End User, 2022–2030 (Usd Million)
Table 192 Mexico: Artificial Intelligence In Precision Medicine Market,
By Application, 2022–2030 (Usd Million)
Table 193 Mexico: Artificial Intelligence In Precision Medicine Market,
By Therapeutic Area, 2022–2030 (Usd Million)
Table 194 Mexico: Artificial Intelligence In Precision Medicine Market,
By Component, 2022–2030 (Usd Million)
Table 195 Mexico: Artificial Intelligence In Precision Medicine Market,
By Tool, 2022–2030 (Usd Million)
Table 196 Mexico: Artificial Intelligence In Precision Medicine Market,
By Deployment, 2022–2030 (Usd Million)
Table 197 Mexico: Artificial Intelligence In Precision Medicine Market,
By End User, 2022–2030 (Usd Million)
Table 198 Rest Of Latin America: Artificial Intelligence In Precision Medicine Market, By Application, 2022–2030 (Usd Million)
Table 199 Rest Of Latin America: Artificial Intelligence In Precision Medicine Market, By Therapeutic Area, 2022–2030 (Usd Million)
Table 200 Rest Of Latin America: Artificial Intelligence In Precision Medicine Market, By Component, 2022–2030 (Usd Million)
Table 201 Rest Of Latin America: Artificial Intelligence In Precision Medicine Market, By Tool, 2022–2030 (Usd Million)
Table 202 Rest Of Latin America: Artificial Intelligence In Precision Medicine Market, By Deployment, 2022–2030 (Usd Million)
Table 203 Rest Of Latin America: Artificial Intelligence In Precision Medicine Market, By End User, 2022–2030 (Usd Million)
Table 204 Middle East & Africa: Artificial Intelligence In Precision Medicine Market, By Region, 2022–2030 (Usd Million)
Table 205 Middle East & Africa: Artificial Intelligence In Precision Medicine Market, By Application, 2022–2030 (Usd Million)
Table 206 Middle East & Africa: Artificial Intelligence In Precision Medicine Market, By Therapeutic Area, 2022–2030 (Usd Million)
Table 207 Middle East & Africa: Artificial Intelligence In Precision Medicine Market, By Component, 2022–2030 (Usd Million)
Table 208 Middle East & Africa: Artificial Intelligence In Precision Medicine Market, By Tool, 2022–2030 (Usd Million)
Table 209 Middle East & Africa: Artificial Intelligence In Precision Medicine Market, By Deployment, 2022–2030 (Usd Million)
Table 210 Middle East & Africa: Artificial Intelligence In Precision Medicine Market, By End User, 2022–2030 (Usd Million)
Table 211 Gcc Countries: Artificial Intelligence In Precision Medicine Market,
By Application, 2022–2030 (Usd Million)
Table 212 Gcc Countries: Artificial Intelligence In Precision Medicine Market,
By Therapeutic Area, 2022–2030 (Usd Million)
Table 213 Gcc Countries: Artificial Intelligence In Precision Medicine Market,
By Component, 2022–2030 (Usd Million)
Table 214 Gcc Countries: Artificial Intelligence In Precision Medicine Market,
By Tool, 2022–2030 (Usd Million)
Table 215 Gcc Countries: Artificial Intelligence In Precision Medicine Market,
By Deployment, 2022–2030 (Usd Million)
Table 216 Gcc Countries: Artificial Intelligence In Precision Medicine Market,
By End User, 2022–2030 (Usd Million)
Table 217 Rest Of Middle East & Africa: Artificial Intelligence In Precision Medicine Market, By Application, 2022–2030 (Usd Million)
Table 218 Rest Of Middle East & Africa: Artificial Intelligence In Precision Medicine Market, By Therapeutic Area, 2022–2030 (Usd Million)
Table 219 Rest Of Middle East & Africa: Artificial Intelligence In Precision Medicine Market, By Component, 2022–2030 (Usd Million)
Table 220 Rest Of Middle East & Africa: Artificial Intelligence In Precision Medicine Market, By Tool, 2022–2030 (Usd Million)
Table 221 Rest Of Middle East & Africa: Artificial Intelligence In Precision Medicine Market, By Deployment, 2022–2030 (Usd Million)
Table 222 Rest Of Middle East & Africa: Artificial Intelligence In Precision Medicine Market, By End User, 2022–2030 (Usd Million)
Table 223 Overview Of Strategies Adopted By Key Players In Ai Precision Medicine Market, January 2021–october 2024
Table 224 Artificial Intelligence In Precision Medicine Market: Degree Of Competition
Table 225 Artificial Intelligence In Precision Medicine Market: Therapeutic Area Footprint, 2023
Table 226 Artificial Intelligence In Precision Medicine Market: End User Footprint, 2023
Table 227 Artificial Intelligence In Precision Medicine Market: Component Footprint, 2023
Table 228 Artificial Intelligence In Precision Medicine Market: Deployment Footprint, 2023
Table 229 Artificial Intelligence In Precision Medicine Market:
Region Footprint, 2023
Table 230 Artificial Intelligence In Precision Medicine Market: Detailed List Of Key Startup/Sme Players, 2023
Table 231 Artificial Intelligence In Precision Medicine Market: Competitive Benchmarking Of Key Emerging Players/Startups, By Region, 2023
Table 232 Artificial Intelligence In Precision Medicine Market: Product Launches, January 2021–october 2024
Table 233 Artificial Intelligence In Precision Medicine Market: Deals, J Anuary 2021–october 2024
Table 234 Artificial Intelligence In Drug Discovery Market: Expansions, January 2021–october 2024
Table 235 Artificial Intelligence In Precision Medicine Market: Other Developments, January 2021–october 2024
Table 236 Nvidia Corporation: Company Overview
Table 237 Nvidia Corporation: Products/Services/Solutions Offered
Table 238 Nvidia Corporation: Product Launches
Table 239 Nvidia Corporation: Deals
Table 240 Exscientia: Company Overview
Table 241 Exscientia: Products/Services/Solutions Offered
Table 242 Exscientia: Product Launches
Table 243 Exscientia: Deals
Table 244 Exscientia: Expansions
Table 245 Exscientia: Other Developments
Table 246 Google: Company Overview
Table 247 Google: Products/Services/Solutions Offered
Table 248 Google: Product Launches
Table 249 Google: Deals
Table 250 Google: Expansions
Table 251 Illumina, Inc.: Company Overview
Table 252 Illumina, Inc.: Products/Services/Solutions Offered
Table 253 Illumina, Inc.: Product Launches
Table 254 Illumina, Inc.: Deals
Table 255 Tempus: Company Overview
Table 256 Tempus: Products/Services/Solutions Offered
Table 257 Tempus: Product Launches
Table 258 Tempus: Deals
Table 259 Tempus: Expansions
Table 260 Tempus: Other Developments
Table 261 Benevolentai: Company Overview
Table 262 Benevolentai: Products/Services/Solutions Offered
Table 263 Benevolentai: Deals
Table 264 Microsoft Corporation: Company Overview
Table 265 Microsoft Corporation: Products/Services/Solutions Offered
Table 266 Microsoft Corporation: Deals
Table 267 Ibm: Company Overview
Table 268 Ibm: Products/Services/Solutions Offered
Table 269 Ibm: Deals
Table 270 Ge Healthcare: Company Overview
Table 271 Ge Healthcare: Products/Services/Solutions Offered
Table 272 Ge Healthcare: Product Launches
Table 273 Ge Healthcare: Deals
Table 274 Ge Healthcare: Other Developments
Table 275 Deep Genomics: Company Overview
Table 276 Deep Genomics: Products/Services/Solutions Offered
Table 277 Deep Genomics: Product Launches
Table 278 Deep Genomics: Deals
Table 279 Deep Genomics: Other Developments
Table 280 Siemens Healthineers Ag: Company Overview
Table 281 Siemens Healthineers Ag: Products/Solutions/Services Offered
Table 282 Siemens Healthineers Ag: Deals
Table 283 Bioxcel Therapeutics, Inc.: Company Overview
Table 284 Bioxcel Therapeutics, Inc.: Products/Solutions/Services Offered
Table 285 Bioxcel Therapeutics, Inc.: Deals
Table 286 Bioxcel Therapeutics, Inc.: Other Developments
Table 287 Insilico Medicine: Company Overview
Table 288 Insilico Medicine: Products/Services/Solutions Offered
Table 289 Insilico Medicine: Product Launches
Table 290 Insilico Medicine: Deals
Table 291 Insilico Medicine: Other Developments
Table 292 Pathai, Inc.: Company Overview
Table 293 Pathai, Inc.: Products/Services/Solutions Offered
Table 294 Pathai, Inc.: Product Launches
Table 295 Pathai, Inc.: Deals
Table 296 Pathai, Inc.: Other Developments
Table 297 Verge Genomics: Company Overview
Table 298 Verge Genomics: Products/Services/Solutions Offered
Table 299 Verge Genomics: Deals
Table 300 Guardant Health, Inc.: Company Overview
Table 301 Guardant Health, Inc.: Products/Services/Solutions Offered
Table 302 Guardant Health, Inc.: Product Launches
Table 303 Guardant Health, Inc.: Deals
Table 304 Guardant Health, Inc.: Other Developments
Table 305 Grail, Inc.: Company Overview
Table 306 Grail, Inc.: Products/Services/Solutions Offered
Table 307 Grail, Inc.: Deals
Table 308 Foundation Medicine, Inc.: Company Overview
Table 309 Foundation Medicine, Inc.: Products/Services/Solutions Offered
Table 310 Foundation Medicine, Inc.: Deals
Table 311 Foundation Medicine, Inc.: Other Developments
Table 312 Proscia Inc.: Company Overview
Table 313 Proscia Inc.: Products/Services/Solutions Offered
Table 314 Proscia Inc.: Product Launches
< DD>Table 315 Proscia Inc.: Deals
Table 316 Proscia Inc.: Other Developments
Table 317 Flatiron Health: Company Overview
Table 318 Flatiron Health: Products/Services/Solutions Offered
Table 319 Flatiron Health: Deals
Table 320 Flatiron Health: Other Developments
Table 321 Predictive Oncology: Company Overview
Table 322 Paige Ai, Inc.: Company Overview
Table 323 Densitas Inc.: Company Overview
Table 324 Zephyr Ai, Inc.: Company Overview
Table 325 Nucleai, Inc.: Company Overview
Figures List
Figure 1 Ai In Precision Medicine Market Segmentation & Regional Scope
Figure 2 Study Years Considered
Figure 3 Research Design
Figure 4 Primary Sources
Figure 5 Insights From Primary Experts
Figure 6 Breakdown Of Primary Interviews (Demand Side), By Company Type, Designation, And Region
Figure 7 Market Size Estimation: Revenue Share Analysis
Figure 8 Top-down Approach
Figure 9 Cagr Projections, By Market Dynamic, 2024–2030
Figure 10 Cagr Projections: Supply-side Analysis
Figure 11 Data Triangulation
Figure 12 Artificial Intelligence In Precision Medicine Market, By Application, 2024 Vs. 2030 (Usd Million)
Figure 13 Artificial Intelligence In Precision Medicine Market, By Therapeutic Area, 2024 Vs. 2030 (Usd Million)
Figure 14 Artificial Intelligence In Precision Medicine Market, By Component, 2024 Vs. 2030 (Usd Million)
Figure 15 Artificial Intelligence In Precision Medicine Market, By Tool,
2024 Vs. 2030 (Usd Million)
Figure 16 Artificial Intelligence In Precision Medicine Market, By Deployment, 2024 Vs. 2030 (Usd Million)
Figure 17 Artificial Intelligence In Precision Medicine Market, By End User,
2024 Vs. 2030 (Usd Million)
Figure 18 Artificial Intelligence In Precision Medicine Market: Geographical Snapshot
Figure 19 Growing Focus On Cost-effective Processes And Favorable Government Support And Funding To Drive Market
Figure 20 North America To Dominate Ai In Precision Medicine Market During Forecast Period
Figure 21 Pharmaceutical Companies In North America Accounted For Largest Market Share In 2023
Figure 22 India To Register Highest Growth Rate During Forecast Period
Figure 23 Emerging Markets To Register Higher Growth Rates During Forecast Period
Figure 24 Artificial Intelligence In Precision Medicine Market: Drivers, Restraints, Opportunities, And Challenges
Figure 25 Approval Rate Of Personalized Medicines By Us Fda, 2015–2023
Figure 26 Health Security Breaches, 2009–2023
Figure 27 Individuals Affected By Healthcare Security Breaches,
2009–2023 (Million)
Figure 28 Use Cases For Predictive Analytics In Healthcare
Figure 29 Revenue Shift In Ai In Precision Medicine Market
Figure 30 Ai In Precision Medicine Market: Ecosystem Analysis
Figure 31 Ai In Precision Medicine Market: Value Chain Analysis, 2023
Figure 32 Ai In Precision Medicine Market: Porter’s Five Forces Analysis
Figure 33 Jurisdiction Analysis: Top Patent Applicant Countries, January 2015–november 2024
Figure 34 Key Patents In Ai In Precision Medicine Market, January 2015–
November 2024
Figure 35 Influence Of Stakeholders On Buying Process For Top Three End Users
Figure 36 Key Buying Criteria For End Users
Figure 38 Market Potential Of Ai/Generative Ai In Enhancing Ai In Precision Medicine Across Industries
Figure 39 Impact Of Ai/Gen Ai On Interconnected And Adjacent Ecosystems
Figure 40 North America: Artificial Intelligence In Precision Medicine Market Snapshot
Figure 41 Asia Pacific: Artificial Intelligence In Precision Medicine Market Snapshot
Figure 42 Revenue Analysis Of Key Players, 2019–2023 (Usd Million)
Figure 43 Market Share Analysis Of Key Players, 2023
Figure 44 Artificial Intelligence In Precision Medicine Market: Ranking Of Key Players, 2023
Figure 45 Artificial Intelligence In Precision Medicine Market: Company Evaluation Matrix (Key Players), 2023
Figure 46 Artificial Intelligence In Precision Medicine Market: Company Footprint, 2023
Figure 47 Artificial Intelligence In Drug Discovery Market: Company Evaluation Matrix (Startups/Smes), 2023
Figure 48 Year-to-date (Ytd) Price Total Return And 5-year Stock Beta Of Key Vendors, 2024
Figure 49 Ev/Ebitda Of Key Vendors, 2024
Figure 50 Artificial Intelligence In Precision Medicine Market: Brand/Product Comparative Analysis
Figure 51 Nvidia Corporation: Company Snapshot
Figure 52 Exscientia: Company Snapshot
Figure 53 Google: Company Snapshot
Figure 54 Illumina, Inc.: Company Snapshot
Figure 55 Benevolentai: Company Snapshot
Figure 56 Microsoft Corporation: Company Snapshot
Figure 57 Ibm: Company Snapshot
Figure 58 Ge Healthcare: Company Snapshot
Figure 59 Siemens Healthineers Ag: Company Snapshot
Figure 60 Guardant Health: Company Snapshot

  • INTRODUCTION
    • STUDY OBJECTIVES
    • MARKET DEFINITION
    • STUDY SCOPE
      • MARKETS COVERED & REGIONAL SCOPE
      • INCLUSIONS & EXCLUSIONS
        • Table AI IN PRECISION MEDICINE MARKET: INCLUSIONS & EXCLUSIONS
      • YEARS CONSIDERED
    • CURRENCY CONSIDERED
    • STAKEHOLDERS
  • RESEARCH METHODOLOGY
    • RESEARCH DATA
      • SECONDARY DATA
      • PRIMARY DATA
    • MARKET SIZE ESTIMATION
    • MARKET SHARE ESTIMATION
    • DATA TRIANGULATION
    • RESEARCH ASSUMPTIONS
    • LIMITATIONS
      • METHODOLOGY-RELATED LIMITATIONS
      • SCOPE-RELATED LIMITATIONS
    • RISK ASSESSMENT
  • EXECUTIVE SUMMARY
  • PREMIUM INSIGHTS
    • ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET OVERVIEW
    • ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY REGION
    • NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY END USER & REGION
    • ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET: GEOGRAPHIC SNAPSHOT
    • ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET: DEVELOPED VS. EMERGING MARKETS
  • MARKET OVERVIEW
    • INTRODUCTION
    • MARKET DYNAMICS
      • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET DYNAMICS: IMPACT ANALYSIS
    • MARKET DYNAMICS
      • DRIVERS
        • Table INDICATIVE LIST OF COLLABORATIONS AND PARTNERSHIPS, 2021-2024
      • RESTRAINTS
        • Table BIGGEST HEALTHCARE SECURITY BREACHES, 2023
      • OPPORTUNITIES
      • CHALLENGES
    • TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESSES
    • INDUSTRY TRENDS
      • AI'S GROWING ROLE IN PATIENT-SPECIFIC DATA INTEGRATION AND ANALYSIS
      • ADVANCEMENTS IN AI-POWERED PREDICTIVE ANALYTICS FOR TREATMENT OPTIMIZATION
    • ECOSYSTEM ANALYSIS
      • Table AI IN DRUG DISCOVERY MARKET: ROLE IN ECOSYSTEM
    • VALUE CHAIN ANALYSIS
    • TECHNOLOGY ANALYSIS
      • KEY TECHNOLOGIES
      • COMPLEMENTARY TECHNOLOGY
      • ADJACENT TECHNOLOGIES
    • REGULATORY ANALYSIS
      • REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table LATIN AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table MIDDLE EAST & AFRICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
      • REGULATORY SCENARIO
        • Table NORTH AMERICA: REGULATORY SCENARIO
        • Table EUROPE: REGULATORY SCENARIO
        • Table ASIA PACIFIC: REGULATORY SCENARIO
        • Table MIDDLE EAST & AFRICA: REGULATORY SCENARIO
        • Table LATIN AMERICA: REGULATORY SCENARIO
    • PRICING ANALYSIS
      • INDICATIVE PRICING FOR KEY PLAYERS
        • Table INDICATIVE PRICING FOR KEY PLAYERS, 2023 (USD)
      • INDICATIVE PRICE OF KEY COMPONENTS, BY REGION
        • Table INDICATIVE PRICE OF KEY COMPONENTS, BY REGION, 2022-2024 (USD)
    • PORTER'S FIVE FORCES ANALYSIS
      • Table AI IN PRECISION MEDICINE MARKET: PORTER'S FIVE FORCES ANALYSIS
      • THREAT OF NEW ENTRANTS
      • THREAT OF SUBSTITUTES
      • BARGAINING POWER OF SUPPLIERS
      • BARGAINING POWER OF BUYERS
      • INTENSITY OF COMPETITIVE RIVALRY
    • PATENT ANALYSIS
      • PATENT PUBLICATION TRENDS
      • JURISDICTION ANALYSIS: TOP APPLICANT COUNTRIES FOR AI IN PRECISION MEDICINE
        • Table JURISDICTION ANALYSIS OF TOP APPLICANT COUNTRIES FOR AI IN PRECISION MEDICINE
      • KEY PATENTS IN AI IN PRECISION MEDICINE MARKET
        • Table AI IN PRECISION MEDICINE MARKET: LIST OF PATENTS/PATENT APPLICATIONS
    • KEY STAKEHOLDERS AND BUYING CRITERIA
      • KEY STAKEHOLDERS IN BUYING PROCESS
        • Table INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS OF TOP THREE END USERS
      • KEY BUYING CRITERIA
        • Table KEY BUYING CRITERIA FOR TOP THREE END USERS
    • END-USER ANALYSIS
      • UNMET NEEDS
        • Table UNMET NEEDS IN AI IN PRECISION MEDICINE MARKET
      • END-USER EXPECTATIONS
        • Table END-USER EXPECTATIONS IN AI IN PRECISION MEDICINE MARKET
    • KEY CONFERENCES & EVENTS
      • Table KEY CONFERENCES & EVENTS, 2024-2025
    • CASE STUDY ANALYSIS
      • SANOFI LEVERAGED AI-DRIVEN PRECISION MEDICINE TO IDENTIFY PATIENT SUBTYPES AND NOVEL TARGETS IN INFLAMMATORY BOWEL DISEASE
      • IBM'S AI-DRIVEN SOLUTION IMPROVED CLINICAL TRIAL ENROLLMENT AT MAYO CLINIC BY ENHANCING PATIENT MATCHING
      • ENHANCING PATIENT IDENTIFICATION FOR RARE ONCOLOGY BIOMARKERS THROUGH GENOMIC TESTING AND STRATEGIC
    • INVESTMENT AND FUNDING SCENARIO
    • BUSINESS MODELS
    • IMPACT OF AI/GEN AI IN PRECISION MEDICINE MARKET
      • KEY USE CASES
      • CASE STUDIES OF AI/GENERATIVE AI IMPLEMENTATION
      • IMPACT OF AI/GEN AI ON INTERCONNECTED AND ADJACENT
      • USER READINESS AND IMPACT ASSESSMENT
  • ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET,BY APPLICATION
    • INTRODUCTION
      • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY APPLICATION, 2022-2030 (USD MILLION)
    • DRUG DISCOVERY & DEVELOPMENT
      • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR DRUG DISCOVERY & DEVELOPMENT, BY APPLICATION, 2022-2030 (USD MILLION)
      • DRUG DISCOVERY
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR DRUG DISCOVERY, BY APPLICATION, 2022-2030 (USD MILLION)
      • UNDERSTANDING DISEASES
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR UNDERSTANDING DISEASES, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
      • DRUG REPURPOSING
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR DRUG REPURPOSING, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
      • DE NOVO DRUG DESIGN
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR DE NOVO DRUG DESIGN, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
      • DRUG OPTIMIZATION
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR DRUG OPTIMIZATION, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
      • SAFETY & TOXICITY
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR SAFETY & TOXICITY, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
      • CLINICAL DEVELOPMENT
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR CLINICAL DEVELOPMENT, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
    • DIAGNOSTICS & SCREENING
      • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR DIAGNOSTICS & SCREENING, BY TYPE, 2022-2030 (USD MILLION)
      • RISK ASSESSMENT & PATIENT STRATIFICATION
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR RISK ASSESSMENT & PATIENT STRATIFICATION, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
      • DISEASE SCREENING
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR DISEASE SCREENING, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
      • DISEASE DIAGNOSIS
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR DISEASE DIAGNOSIS, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
      • DISEASE PROGRESSION, STAGING, AND PROGNOSIS
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR DISEASE PROGRESSION, STAGING, AND PROGNOSIS, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
    • THERAPEUTICS
      • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR THERAPEUTICS, BY TYPE, 2022-2030 (USD MILLION)
      • THERAPY SELECTION & PLANNING
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR THERAPY SELECTION & PLANNING, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
      • THERAPY MONITORING
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR THERAPY MONITORING, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
      • POST-TREATMENT SURVEILLANCE & FOLLOW-UP
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR POST-TREATMENT SURVEILLANCE & FOLLOW-UP, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
  • ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET,BY THERAPEUTIC AREA
    • INTRODUCTION
      • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY THERAPEUTIC AREA, 2022-2030 (USD MILLION)
    • ONCOLOGY
      • HIGH PREVALENCE OF CANCER AND SHORTAGE OF EFFECTIVE CANCER DRUGS
        • Table ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET FOR ONCOLOGY, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
    • RARE DISEASES
      • COMBATING CHALLENGING THERAPEUTICS DUE TO COMPLEX AND HETEROGENEOUS NATURE OF RARE DISEASES
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR RARE DISEASES, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
    • INFECTIOUS DISEASES
      • NEED FOR INNOVATION IN INFECTIOUS DISEASE TREATMENT, ESPECIALLY AFTER IMPACT OF COVID-19
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR INFECTIOUS DISEASES, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
    • NEUROLOGY
      • SHORTAGE AND COMPLEXITY OF NEURODEGENERATIVE DISEASES
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR NEUROLOGY, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
    • CARDIOLOGY
      • WIDE RANGE AND INCIDENCE OF CARDIOVASCULAR DISEASES
        • Table INDICATIVE LIST OF DEVELOPMENTS IN CARDIOLOGY
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR CARDIOLOGY, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
    • HEMATOLOGY
      • AI-DRIVEN ALGORITHMS TO ANALYZE BLOOD SAMPLES, IMAGING DATA, AND GENOMIC PROFILES TO DETECT ABNORMALITIES
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR HEMATOLOGY, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
    • OTHER THERAPEUTIC AREAS
      • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR OTHER THERAPEUTIC AREAS, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
  • ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY COMPONENT
    • INTRODUCTION
      • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
    • SOFTWARE
      • SCALABILITY AND FLEXIBILITY OF AI SOFTWARE TO ENHANCE EFFICIENCY OF CLINICAL WORKFLOWS
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR SOFTWARE, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
    • SERVICES
      • NEED FOR EXPERT ASSISTANCE AMONG HEALTHCARE ORGANIZATIONS IN ADOPTING AND OPTIMIZING AI TECHNOLOGIES
        • Table ARTIFICIAL INTELLIGENCE SERVICES IN PRECISION MEDICINE MARKET, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
  • AI IN PRECISION MEDICINE MARKET, BY TOOL
    • INTRODUCTION
      • Table AI IN PRECISION MEDICINE MARKET, BY TOOL, 2022-2030 (USD MILLION)
    • MACHINE LEARNING
      • Table MACHINE LEARNING IN PRECISION MEDICINE MARKET, BY TYPE, 2022-2030 (USD MILLION)
      • Table MACHINE LEARNING IN PRECISION MEDICINE MARKET, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
      • DEEP LEARNING
        • Table DEEP LEARNING IN PRECISION MEDICINE MARKET, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
        • Table CONVOLUTIONAL NEURAL NETWORKS IN PRECISION MEDICINE MARKET, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
        • Table RECURRENT NEURAL NETWORKS IN PRECISION MEDICINE MARKET, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
        • Table GENERATIVE ADVERSARIAL NETWORKS IN PRECISION MEDICINE MARKET, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
        • Table GRAPH NEURAL NETWORKS IN PRECISION MEDICINE MARKET, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
        • Table OTHER DEEP LEARNING TOOLS IN PRECISION MEDICINE MARKET, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
      • SUPERVISED MACHINE LEARNING
        • Table SUPERVISED LEARNING IN PRECISION MEDICINE MARKET, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
      • REINFORCEMENT MACHINE LEARNING
        • Table REINFORCEMENT LEARNING IN PRECISION MEDICINE MARKET, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
      • UNSUPERVISED MACHINE LEARNING
        • Table UNSUPERVISED LEARNING IN PRECISION MEDICINE MARKET, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
      • OTHER MACHINE LEARNING TOOLS
        • Table OTHER MACHINE LEARNING TOOLS IN PRECISION MEDICINE MARKET, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
    • NATURAL LANGUAGE PROCESSING
      • ABUNDANCE OF UNSTRUCTURED DATA IN CLINICAL RESEARCH TO BE INTERPRETED
        • Table NATURAL LANGUAGE PROCESSING IN PRECISION MEDICINE MARKET, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
    • CONTEXT-AWARE PROCESSING & COMPUTING
      • TAILORING PATIENT CARE IN REAL TIME TO ENHANCE PRECISION MEDICINE
        • Table CONTEXT-AWARE PROCESSING & COMPUTING IN PRECISION MEDICINE MARKET, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
    • COMPUTER VISION
      • INCREASE IN USE OF IMAGING BIOMARKERS TO SUPPORT SURGICAL PRECISION
        • Table COMPUTER VISION AI IN PRECISION MEDICINE MARKET, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
    • IMAGE ANALYSIS
      • HARNESSING MACHINE LEARNING TO AUTOMATE TECHNIQUES SUCH AS QUANTITATIVE IMAGING AND RADIOMICS
        • Table IMAGE ANALYSIS IN PRECISION MEDICINE MARKET, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
    • OTHER TOOLS
      • Table OTHER AI TOOLS IN PRECISION MEDICINE MARKET, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
  • ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET,BY DEPLOYMENT
    • INTRODUCTION
      • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY DEPLOYMENT, 2022-2030 (USD MILLION)
    • CLOUD-BASED MODEL
      • RESEARCH COLLABORATION AND COST -EFFICIENCY OF CLOUD DEPLOYMENT
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR CLOUD-BASED MODEL, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
    • ON-PREMISE MODEL
      • EASIER TO SECURE PATIENT DATA AND ENSURE COMPLIANCE IN ON-PREMISE AI-DRIVEN PRECISION MEDICINE
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR ON-PREMISE MODEL, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
    • HYBRID MODEL
      • HYBRID MODELS TO ENHANCE FLEXIBILITY AND SECURITY
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR HYBRID MODEL, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
  • ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET,BY END USER
    • INTRODUCTION
      • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY END USER, 2022-2030 (USD MILLION)
    • HEALTHCARE PROVIDERS
      • REVOLUTIONIZING PATIENT CARE AND TREATMENT DELIVERY THROUGH ADVANCED TECHNOLOGIES
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR HEALTHCARE PROVIDERS, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
    • PHARMACEUTICAL & BIOTECHNOLOGY COMPANIES
      • DRIVING DRUG DEVELOPMENT EFFICIENCY TO DESIGN ADAPTIVE TRIAL PROTOCOLS AND OPTIMIZE TREATMENT
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR PHARMACEUTICAL & BIOTECHNOLOGY COMPANIES, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
    • MEDICAL DEVICE & EQUIPMENT COMPANIES
      • INTEGRATION OF AI IN MEDICAL DEVICES TO ENHANCE PRECISION AND PERSONALIZED HEALTHCARE
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR MEDICAL DEVICE & EQUIPMENT COMPANIES, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
    • RESEARCH CENTERS, ACADEMIC INSTITUTES, AND GOVERNMENT
      • AI IN ACADEMIC INSTITUTES AND PUBLIC SECTOR COLLABORATIONS TO ACCELERATE INNOVATION AND RESEARCH
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR RESEARCH CENTERS, ACADEMIC INSTITUTES, AND GOVERNMENT ORGANIZATIONS, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
    • OTHER END USERS
      • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET FOR OTHER END USERS, BY COUNTRY/REGION, 2022-2030 (USD MILLION)
  • ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET,BY REGION
    • INTRODUCTION
      • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY REGION, 2022-2030 (USD MILLION)
    • NORTH AMERICA
      • NORTH AMERICA: MACROECONOMIC OUTLOOK
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY COUNTRY, 2022-2030 (USD MILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET,BY APPLICATION, 2022-2030 (USD MILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY THERAPEUTIC AREA, 2022-2030 (USD MILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY TOOL, 2022-2030 (USD MILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY DEPLOYMENT 2022-2030 (USD MILLION)
        • Table NORTH AMERICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY END USER, 2022-2030 (USD MILLION)
      • US
        • Table US: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY APPLICATION, 2022-2030 (USD MILLION)
        • Table US: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY THERAPEUTIC AREA, 2022-2030 (USD MILLION)
        • Table US: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
        • Table US: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY TOOL, 2022-2030 (USD MILLION)
        • Table US: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY DEPLOYMENT 2022-2030 (USD MILLION)
        • Table US: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY END USER, 2022-2030 (USD MILLION)
      • CANADA
        • Table CANADA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY APPLICATION, 2022-2030 (USD MILLION)
        • Table CANADA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY THERAPEUTIC AREA, 2022-2030 (USD MILLION)
        • Table CANADA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
        • Table CANADA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY TOOL, 2022-2030 (USD MILLION)
        • Table CANADA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY DEPLOYMENT 2022-2030 (USD MILLION)
        • Table CANADA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY END USER, 2022-2030 (USD MILLION)
    • EUROPE
      • EUROPE: MACROECONOMIC OUTLOOK
        • Table EUROPE: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY COUNTRY, 2022-2030 (USD MILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY APPLICATION, 2022-2030 (USD MILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY THERAPEUTIC AREA, 2022-2030 (USD MILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY TOOL, 2022-2030 (USD MILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY DEPLOYMENT, 2022-2030 (USD MILLION)
        • Table EUROPE: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY END USER, 2022-2030 (USD MILLION)
      • UK
        • Table UK: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY APPLICATION, 2022-2030 (USD MILLION)
        • Table UK: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY THERAPEUTIC AREA, 2022-2030 (USD MILLION)
        • Table UK: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
        • Table UK: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY TOOL, 2022-2030 (USD MILLION)
        • Table UK: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY DEPLOYMENT, 2022-2030 (USD MILLION)
        • Table UK: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY END USER, 2022-2030 (USD MILLION)
      • GERMANY
        • Table GERMANY: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY APPLICATION, 2022-2030 (USD MILLION)
        • Table GERMANY: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY THERAPEUTIC AREA, 2022-2030 (USD MILLION)
        • Table GERMANY: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
        • Table GERMANY: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY TOOL, 2022-2030 (USD MILLION)
        • Table GERMANY: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY DEPLOYMENT, 2022-2030 (USD MILLION)
        • Table GERMANY: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY END USER, 2022-2030 (USD MILLION)
      • FRANCE
        • Table FRANCE: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY APPLICATION 2022-2030 (USD MILLION)
        • Table FRANCE: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY THERAPEUTIC AREA, 2022-2030 (USD MILLION)
        • Table FRANCE: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
        • Table FRANCE: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY TOOL, 2022-2030 (USD MILLION)
        • Table FRANCE: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY DEPLOYMENT, 2022-2030 (USD MILLION)
        • Table FRANCE: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY END USER 2022-2030 (USD MILLION)
      • ITALY
        • Table ITALY: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY APPLICATION, 2022-2030 (USD MILLION)
        • Table ITALY: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY THERAPEUTIC AREA, 2022-2030 (USD MILLION)
        • Table ITALY: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
        • Table ITALY: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY TOOL, 2022-2030 (USD MILLION)
        • Table ITALY: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY DEPLOYMENT, 2022-2030 (USD MILLION)
        • Table ITALY: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY END USER, 2022-2030 (USD MILLION)
      • SPAIN
        • Table SPAIN: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY APPLICATION, 2022-2030 (USD MILLION)
        • Table SPAIN: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY THERAPEUTIC AREA, 2022-2030 (USD MILLION)
        • Table SPAIN: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
        • Table SPAIN: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY TOOL, 2022-2030 (USD MILLION)
        • Table SPAIN: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY DEPLOYMENT, 2022-2030 (USD MILLION)
        • Table SPAIN: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY END USER, 2022-2030 (USD MILLION)
      • REST OF EUROPE
        • Table REST OF EUROPE: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY APPLICATION, 2022-2030 (USD MILLION)
        • Table REST OF EUROPE: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY THERAPEUTIC AREA, 2022-2030 (USD MILLION)
        • Table REST OF EUROPE: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
        • Table REST OF EUROPE: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY TOOL, 2022-2030 (USD MILLION)
        • Table REST OF EUROPE: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY DEPLOYMENT, 2022-2030 (USD MILLION)
        • Table REST OF EUROPE: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY END USER, 2022-2030 (USD MILLION)
    • ASIA PACIFIC
      • ASIA PACIFIC: MACROECONOMIC OUTLOOK
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY COUNTRY, 2022-2030 (USD MILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY APPLICATION, 2022-2030 (USD MILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY THERAPEUTIC AREA, 2022-2030 (USD MILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY TOOL, 2022-2030 (USD MILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY DEPLOYMENT, 2022-2030 (USD MILLION)
        • Table ASIA PACIFIC: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY END USER, 2022-2030 (USD MILLION)
      • JAPAN
        • Table JAPAN: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY APPLICATION, 2022-2030 (USD MILLION)
        • Table JAPAN: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY THERAPEUTIC AREA, 2022-2030 (USD MILLION)
        • Table JAPAN: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
        • Table JAPAN: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY TOOL, 2022-2030 (USD MILLION)
        • Table JAPAN: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY DEPLOYMENT, 2022-2030 (USD MILLION)
        • Table JAPAN: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY END USER, 2022-2030 (USD MILLION)
      • CHINA
        • Table CHINA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY APPLICATION, 2022-2030 (USD MILLION)
        • Table CHINA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY THERAPEUTIC AREA, 2022-2030 (USD MILLION)
        • Table CHINA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
        • Table CHINA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY TOOL, 2022-2030 (USD MILLION)
        • Table CHINA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY DEPLOYMENT, 2022-2030 (USD MILLION)
        • Table CHINA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY END USER, 2022-2030 (USD MILLION)
      • INDIA
        • Table INDIA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY APPLICATION, 2022-2030 (USD MILLION)
        • Table INDIA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY THERAPEUTIC AREA, 2022-2030 (USD MILLION)
        • Table INDIA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
        • Table INDIA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY TOOL, 2022-2030 (USD MILLION)
        • Table INDIA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY DEPLOYMENT, 2022-2030 (USD MILLION)
        • Table INDIA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY END USER, 2022-2030 (USD MILLION)
      • REST OF ASIA PACIFIC
        • Table REST OF ASIA PACIFIC: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY APPLICATION, 2022-2030 (USD MILLION)
        • Table REST OF ASIA PACIFIC: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY THERAPEUTIC AREA, 2022-2030 (USD MILLION)
        • Table REST OF ASIA PACIFIC: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
        • Table REST OF ASIA PACIFIC: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY TOOL, 2022-2030 (USD MILLION)
        • Table REST OF ASIA PACIFIC: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY DEPLOYMENT, 2022-2030 (USD MILLION)
        • Table REST OF ASIA PACIFIC: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY END USER, 2022-2030 (USD MILLION)
    • LATIN AMERICA
      • LATIN AMERICA: MACROECONOMIC OUTLOOK
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY REGION, 2022-2030 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY APPLICATION, 2022-2030 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY THERAPEUTIC AREA, 2022-2030 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY TOOL, 2022-2030 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY DEPLOYMENT, 2022-2030 (USD MILLION)
        • Table LATIN AMERICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY END USER, 2022-2030 (USD MILLION)
      • BRAZIL
        • Table BRAZIL: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY APPLICATION, 2022-2030 (USD MILLION)
        • Table BRAZIL: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY THERAPEUTIC AREA, 2022-2030 (USD MILLION)
        • Table BRAZIL: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
        • Table BRAZIL: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY TOOL, 2022-2030 (USD MILLION)
        • Table BRAZIL: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY DEPLOYMENT, 2022-2030 (USD MILLION)
        • Table BRAZIL: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY END USER, 2022-2030 (USD MILLION)
      • MEXICO
        • Table MEXICO: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY APPLICATION, 2022-2030 (USD MILLION)
        • Table MEXICO: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY THERAPEUTIC AREA, 2022-2030 (USD MILLION)
        • Table MEXICO: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
        • Table MEXICO: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY TOOL, 2022-2030 (USD MILLION)
        • Table MEXICO: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY DEPLOYMENT, 2022-2030 (USD MILLION)
        • Table MEXICO: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY END USER, 2022-2030 (USD MILLION)
      • REST OF LATIN AMERICA
        • Table REST OF LATIN AMERICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY APPLICATION, 2022-2030 (USD MILLION)
        • Table REST OF LATIN AMERICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY THERAPEUTIC AREA, 2022-2030 (USD MILLION)
        • Table REST OF LATIN AMERICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
        • Table REST OF LATIN AMERICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY TOOL, 2022-2030 (USD MILLION)
        • Table REST OF LATIN AMERICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY DEPLOYMENT, 2022-2030 (USD MILLION)
        • Table REST OF LATIN AMERICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET BY END USER, 2022-2030 (USD MILLION)
    • MIDDLE EAST & AFRICA
      • MIDDLE EAST & AFRICA: MACROECONOMIC OUTLOOK
        • Table MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY REGION, 2022-2030 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY APPLICATION, 2022-2030 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY THERAPEUTIC AREA, 2022-2030 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET,BY COMPONENT, 2022-2030 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY TOOL, 2022-2030 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY DEPLOYMENT, 2022-2030 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY END USER, 2022-2030 (USD MILLION)
      • GCC COUNTRIES
        • Table GCC COUNTRIES: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY APPLICATION, 2022-2030 (USD MILLION)
        • Table GCC COUNTRIES: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY THERAPEUTIC AREA, 2022-2030 (USD MILLION)
        • Table GCC COUNTRIES: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
        • Table GCC COUNTRIES: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY TOOL, 2022-2030 (USD MILLION)
        • Table GCC COUNTRIES: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY DEPLOYMENT, 2022-2030 (USD MILLION)
        • Table GCC COUNTRIES: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY END USER, 2022-2030 (USD MILLION)
      • REST OF MIDDLE EAST & AFRICA
        • Table REST OF MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY APPLICATION, 2022-2030 (USD MILLION)
        • Table REST OF MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY THERAPEUTIC AREA, 2022-2030 (USD MILLION)
        • Table REST OF MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY COMPONENT, 2022-2030 (USD MILLION)
        • Table REST OF MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY TOOL, 2022-2030 (USD MILLION)
        • Table REST OF MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY DEPLOYMENT, 2022-2030 (USD MILLION)
        • Table REST OF MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET, BY END USER, 2022-2030 (USD MILLION)
  • COMPETITIVE LANDSCAPE
    • INTRODUCTION
    • KEY PLAYER STRATEGY/RIGHT TO WIN
      • Table OVERVIEW OF STRATEGIES ADOPTED BY KEY PLAYERS IN AI PRECISION MEDICINE MARKET, JANUARY 2021-OCTOBER 2024
    • REVENUE ANALYSIS, 2019-2023
    • MARKET SHARE ANALYSIS, 2023
      • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET: DEGREE OF COMPETITION
      • RANKING OF KEY MARKET PLAYERS
    • COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023
      • STARS
      • EMERGING LEADERS
      • PERVASIVE PLAYERS
      • PARTICIPANTS
      • COMPANY FOOTPRINT: KEY PLAYERS, 2023
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET: THERAPEUTIC AREA FOOTPRINT, 2023
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET: END USER FOOTPRINT, 2023
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET: COMPONENT FOOTPRINT, 2023
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET: DEPLOYMENT FOOTPRINT, 2023
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET: REGION FOOTPRINT, 2023
    • COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2023
      • PROGRESSIVE COMPANIES
      • RESPONSIVE COMPANIES
      • DYNAMIC COMPANIES
      • STARTING BLOCKS
      • COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2023
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET: DETAILED LIST OF KEY STARTUP/SME PLAYERS, 2023
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET: COMPETITIVE BENCHMARKING OF KEY EMERGING PLAYERS/STARTUPS, BY REGION, 2023
    • COMPANY VALUATION AND FINANCIAL METRICS
      • COMPANY VALUATION
      • FINANCIAL METRICS
    • BRAND/PRODUCT COMPARISON
    • COMPETITIVE SCENARIO
      • PRODUCT LAUNCHES
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET: PRODUCT LAUNCHES, JANUARY 2021-OCTOBER 2024
      • DEALS
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET: DEALS, JANUARY 2021-OCTOBER 2024
      • EXPANSIONS
        • Table ARTIFICIAL INTELLIGENCE IN DRUG DISCOVERY MARKET: EXPANSIONS, JANUARY 2021-OCTOBER 2024
      • OTHER DEVELOPMENTS
        • Table ARTIFICIAL INTELLIGENCE IN PRECISION MEDICINE MARKET: OTHER DEVELOPMENTS, JANUARY 2021-OCTOBER 2024
  • COMPANY PROFILES
    • KEY PLAYERS
      • NVIDIA CORPORATION
        • Table NVIDIA CORPORATION: COMPANY OVERVIEW
        • Table NVIDIA CORPORATION: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table NVIDIA CORPORATION: PRODUCT LAUNCHES
        • Table NVIDIA CORPORATION: DEALS
      • EXSCIENTIA
        • Table EXSCIENTIA: COMPANY OVERVIEW
        • Table EXSCIENTIA: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table EXSCIENTIA: PRODUCT LAUNCHES
        • Table EXSCIENTIA: DEALS
        • Table EXSCIENTIA: EXPANSIONS
        • Table EXSCIENTIA: OTHER DEVELOPMENTS
      • GOOGLE
        • Table GOOGLE: COMPANY OVERVIEW
        • Table GOOGLE: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table GOOGLE: PRODUCT LAUNCHES
        • Table GOOGLE: DEALS
        • Table GOOGLE: EXPANSIONS
      • ILLUMINA, INC.
        • Table ILLUMINA, INC.: COMPANY OVERVIEW
        • Table ILLUMINA, INC.: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table ILLUMINA, INC.: PRODUCT LAUNCHES
        • Table ILLUMINA, INC.: DEALS
      • TEMPUS AI, INC.
        • Table TEMPUS: COMPANY OVERVIEW
        • Table TEMPUS: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table TEMPUS: PRODUCT LAUNCHES
        • Table TEMPUS: DEALS
        • Table TEMPUS: EXPANSIONS
        • Table TEMPUS: OTHER DEVELOPMENTS
      • BENEVOLENTAI
        • Table BENEVOLENTAI: COMPANY OVERVIEW
        • Table BENEVOLENTAI: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table BENEVOLENTAI: DEALS
      • MICROSOFT CORPORATION
        • Table MICROSOFT CORPORATION: COMPANY OVERVIEW
        • Table MICROSOFT CORPORATION: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table MICROSOFT CORPORATION: DEALS
      • IBM
        • Table IBM: COMPANY OVERVIEW
        • Table IBM: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table IBM: DEALS
      • GE HEALTHCARE
        • Table GE HEALTHCARE: COMPANY OVERVIEW
        • Table GE HEALTHCARE: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table GE HEALTHCARE: PRODUCT LAUNCHES
        • Table GE HEALTHCARE: DEALS
        • Table GE HEALTHCARE: OTHER DEVELOPMENTS
      • DEEP GENOMICS
        • Table DEEP GENOMICS: COMPANY OVERVIEW
        • Table DEEP GENOMICS: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table DEEP GENOMICS: PRODUCT LAUNCHES
        • Table DEEP GENOMICS: DEALS
        • Table DEEP GENOMICS: OTHER DEVELOPMENTS
      • SIEMENS HEALTHINEERS AG
        • Table SIEMENS HEALTHINEERS AG: COMPANY OVERVIEW
        • Table SIEMENS HEALTHINEERS AG: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table SIEMENS HEALTHINEERS AG: DEALS
      • BIOXCEL THERAPEUTICS, INC.
        • Table BIOXCEL THERAPEUTICS, INC.: COMPANY OVERVIEW
        • Table BIOXCEL THERAPEUTICS, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table BIOXCEL THERAPEUTICS, INC.: DEALS
        • Table BIOXCEL THERAPEUTICS, INC.: OTHER DEVELOPMENTS
      • INSILICO MEDICINE
        • Table INSILICO MEDICINE: COMPANY OVERVIEW
        • Table INSILICO MEDICINE: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table INSILICO MEDICINE: PRODUCT LAUNCHES
        • Table INSILICO MEDICINE: DEALS
        • Table INSILICO MEDICINE: OTHER DEVELOPMENTS
      • PATHAI, INC.
        • Table PATHAI, INC.: COMPANY OVERVIEW
        • Table PATHAI, INC.: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table PATHAI, INC.: PRODUCT LAUNCHES
        • Table PATHAI, INC.: DEALS
        • Table PATHAI, INC.: OTHER DEVELOPMENTS
      • VERGE GENOMICS
        • Table VERGE GENOMICS: COMPANY OVERVIEW
        • Table VERGE GENOMICS: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table VERGE GENOMICS: DEALS
      • GUARDANT HEALTH, INC.
        • Table GUARDANT HEALTH, INC.: COMPANY OVERVIEW
        • Table GUARDANT HEALTH, INC.: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table GUARDANT HEALTH, INC.: PRODUCT LAUNCHES
        • Table GUARDANT HEALTH, INC.: DEALS
        • Table GUARDANT HEALTH, INC.: OTHER DEVELOPMENTS
      • GRAIL, INC.
        • Table GRAIL, INC.: COMPANY OVERVIEW
        • Table GRAIL, INC.: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table GRAIL, INC.: DEALS
      • FOUNDATION MEDICINE, INC.
        • Table FOUNDATION MEDICINE, INC.: COMPANY OVERVIEW
        • Table FOUNDATION MEDICINE, INC.: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table FOUNDATION MEDICINE, INC.: DEALS
        • Table FOUNDATION MEDICINE, INC.: OTHER DEVELOPMENTS
      • PROSCIA INC.
        • Table PROSCIA INC.: COMPANY OVERVIEW
        • Table PROSCIA INC.: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table PROSCIA INC.: PRODUCT LAUNCHES
        • Table PROSCIA INC.: DEALS
        • Table PROSCIA INC.: OTHER DEVELOPMENTS
      • FLATIRON HEALTH
        • Table FLATIRON HEALTH: COMPANY OVERVIEW
        • Table FLATIRON HEALTH: PRODUCTS/SERVICES/SOLUTIONS OFFERED
        • Table FLATIRON HEALTH: DEALS
        • Table FLATIRON HEALTH: OTHER DEVELOPMENTS
    • OTHER PLAYERS
      • PREDICTIVE ONCOLOGY
        • Table PREDICTIVE ONCOLOGY: COMPANY OVERVIEW
      • PAIGE AI, INC.
        • Table PAIGE AI, INC.: COMPANY OVERVIEW
      • DENSITAS INC.
        • Table DENSITAS INC.: COMPANY OVERVIEW
      • ZEPHYR AI, INC.
        • Table ZEPHYR AI, INC.: COMPANY OVERVIEW
      • NUCLEAI, INC.
        • Table NUCLEAI, INC.: COMPANY OVERVIEW
  • APPENDIX
    • DISCUSSION GUIDE
    • KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
    • CUSTOMIZATION OPTIONS
    • RELATED REPORTS
    • AUTHOR DETAILS

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