1. INTRODUCTION
1.1. KEY OBJECTIVES
1.2. DEFINITIONS
1.2.1. IN SCOPE
1.2.2. OUT OF SCOPE
1.3. SCOPE OF THE REPORT
1.4. SCOPE RELATED LIMITATIONS
1.5. KEY STAKEHOLDERS
2. RESEARCH METHODOLOGY
2.1. RESEARCH APPROACH
2.2. RESEARCH METHODOLOGY / DESIGN
2.3. MARKET SIZE ESTIMATION APPROACHES
2.3.1. SECONDARY RESEARCH
2.3.2. PRIMARY RESEARCH
2.3.2.1. KEY INSIGHTS FROM INDUSTRY EXPERTS
2.4. DATA VALIDATION & TRIANGULATION
2.5. ASSUMPTIONS OF THE STUDY
3. EXECUTIVE SUMMARY & PREMIUM CONTENT
3.1. GLOBAL MARKET OUTLOOK
3.2. KEY MARKET FINDINGS
4. MARKET OVERVIEW
4.1. AI IN HEALTHCARE MARKET: OVERVIEW
4.1.1. INTRODUCTION
4.2. MARKET DYNAMICS
4.2.1. MARKET DRIVERS
4.2.2. MARKET OPPORTUNITIES
4.2.3. RESTRAINTS
4.2.4. CHALLENGES
4.2.5. EMERGING NICHES
4.2.5.1. GENERATIVE AI FOR DRUG DISCOVERY
4.2.5.2. AI FOR MENTAL HEALTH
4.2.5.3. AI FOR CLINAL TRIAL OPTIMIZATION
4.2.5.4. AI IN ROBOTIC SURGERY
4.3. STAKEHOLDER SHIFTS AND PREFERENCES
4.4. DEVELOPER AND PROVIDER PERCEPTION
4.5. NEED GAP ANALYSIS
4.6. SUPPLY CHAIN
4.7. VALUE CHAIN ANALYSIS
4.7.1. DATA SOURCING & AGGREGATION
4.7.2. PLATFORM & INFRASTRUCTURE PROVIDERS
4.7.3. ALGORITHM DEVELOPMENT & TRAINING
4.7.4. SOLUTION INTEGRATION & DEPLOYMENT:
4.8. TRADE ANALYSIS
4.9. INDUSTRY TRENDS
4.9.1. TECHNOLOGY AND MANUFACTURING PROCESS
4.9.2. MERGING, ACQUISITION, AND INVESTMENT ACTIVITY
4.9.3. PRICING ANALYSIS AND ECONOMIC FACTORS
4.9.4. ETHICS, GOVERNANCE, AND BIAS:
4.10. TECHNOLOGIES ANALYSIS
4.10.1. NATURAL LANGUAGE PROCESSING (NLP)
4.10.2. MACHINE LEARNING (ML) & DEEP LEARNING
4.10.3. COMPUTER VISION (CV)
4.11. IMPACT OF US TARIFF 2025 ON THE AI IN HEALTHCARE MARKET
4.12. PORTER’S FIVE FORCES ANALYSIS
4.13. REGULATORY LANDSCAPE
4.13.1. NORTH AMERICA
4.13.2. EUROPE
4.13.3. ASIA PACIFIC
5. PATENT ANALYSIS
5.1. TOP ASSIGNEES
5.2. GEOGRAPHY FOCUS OF TOP ASSIGNEES
5.3. LEGAL STATUS
5.4. TECHNOLOGY EVOLUTION
5.5. KEY PATENTS
5.6. PATENT TRENDS AND INNOVATIONS
6. GLOBAL AI IN HEALTHCARE MARKET, BY OFFERING TYPE (2024-2030, USD MILLION)
6.1. SERVICES
6.2. AI TECHNOLOGIES
6.3. NICHE/POINT SOLUTIONS
6.4. SOFTWARE SOLUTIONS
6.5. HARDWARE SOLUTION
7. GLOBAL AI IN HEALTHCARE MARKET, BY DEPLOYMENT TYPE (2024-2030, USD MILLION)
7.1. HYBRID MODELS
7.2. ON-PREMISE MODELS
7.3. CLOUD BASED MODELS
8. GLOBAL AI IN HEALTHCARE MARKET, BY FUNCTION TYPE (2024-2030, USD MILLION)
8.1. TREATMENT PLANNING & PERSONALIZATION
8.1.1. PERSONALIZED TREATMENT PLANNING
8.1.2. PHARMACOLOGICAL THERAPY
8.1.3. SURGICAL THERAPY
8.1.4. RADIATION THERAPY
8.1.5. BEHAVIOURAL THERAPY
8.1.6. IMMUNOTHERAPY
8.1.7. OTHERS
8.2. DIAGNOSIS & EARLY DETECTION
8.2.1. PRE-SCREENING
8.2.2. IVD
8.2.3. DIAGNOSTICS IMAGING
8.2.4. RISK ASSESSMENT & PATIENT STRATIFICATION
8.2.5. DRUG ALLERGY ALERTING
8.2.6. OTHER DIAGNOSIS & EARLY DETECTION
8.3. PATIENT ENGAGEMENT & REMOTE MONITORING
8.3.1. SYMPTOM MANAGEMENT & VIRTUAL ASSISTANCE
8.3.2. TELEHEALTH & REMOTE PATIENT MONITORING
8.3.3. HEALTHCARE ASSISTANCE ROBOT
8.3.4. MEDICATION REMINDERS
8.3.5. PATIENT EDUCATION & EMPOWERMENT
8.3.6. OTHERS
8.4. POST TREATMENT SURVEILLANCE
8.4.1. LONG TERM OUTCOME PREDICTION
8.4.2. RECURRENCE MONITORING
8.4.3. MENTAL HEALTH & SUPPORT SYSTEMS
8.5. PHARMACY MANAGEMENT
8.5.1. MEDICATION MANAGEMENT
8.5.2. PHARMACY AUDITS & ANALYSIS
8.5.3. EPRESCRIBING
8.5.4. OTHERS
8.6. DATA MANAGEMENT & ANALYTICS
8.7. ADMINISTRATIVE
9. GLOBAL AI IN HEALTHCARE MARKET, BY APPLICATION TYPE (2024-2030, USD MILLION)
9.1. CLINICAL APPLICATION
9.2. NON-CLINICAL APPLICATION
10. GLOBAL AI IN HEALTHCARE MARKET, BY TOOL TYPE (2024-2030, USD MILLION)
10.1. GENERATIVE AI
10.2. COMPUTER VISION
10.3. IMAGE ANALYSIS
10.4. CONTEXT AWARE COMPUTING
10.5. MACHINE LEARNING (ML)
10.5.1. DEEP LEARNING
10.5.2. SUPERVISED LEARNING
10.5.3. UNSUPERVISED LEARNING
10.5.4. REINFORCEMENT LEARNING
10.5.5. OTHER MACHINE LEARNING TOOLS
10.6. NATURAL LANGUAGE PROCESSING (NLP)
11. GLOBAL AI IN HEALTHCARE MARKET, BY END USER TYPE (2024-2030, USD MILLION)
11.1. HEALTHCARE PAYERS
11.1.1. PUBLICS PAYER
11.1.2. PRIVATE PAYER
11.2. HEALTHCARE PROVIDERS
11.2.1. HOSPITAL & CLINICS
11.2.2. AMBULATORY CARE CENTERS
11.2.3. DIAGNOSTICS & IMAGING CENTRES
11.2.4. PHARMACIES
11.2.5. ‘OTHER HEALTHCARE PROVIDERS
11.3. PATIENTS
11.4. OTHER END USERS
12. GLOBAL AI IN HEALTHCARE MARKET, BY REGION TYPE (2024-2030, USD MILLION)
12.1. NORTH AMERICA
12.1.1. US
12.1.2. CANADA
12.2. EUROPE
12.2.1. GERMANY
12.2.2. FRANCE
12.2.3. SPAIN
12.2.4. ITALY
12.2.5. UK
12.2.6. REST OF THE EUROPE
12.3. ASIA-PACIFIC
12.3.1. CHINA
12.3.2. JAPAN
12.3.3. INDIA
12.3.4. AUSTRALIA AND NEW ZEALAND
12.3.5. SOUTH KOREA
12.3.6. REST OF THE ASIA-PACIFIC
12.4. MIDDLE EAST AND AFRICA
12.5. LATIN AMERICA
13. COMPETITIVE ANALYSIS
13.1. PRODUCT PIPELINE: AI IN HEALTHCARE
13.2. KEY PLAYERS FOOTPRINT ANALYSIS
13.3. MARKET SHARE ANALYSIS (2023/2024)
13.4. REGIONAL SNAPSHOT OF KEY PLAYERS
13.5. R&D EXPENDITURE OF KEY PLAYERS
14. COMPANY PROFILES
14.1. ALPHABET (UNITED STATES)
14.1.1. BUSINESS OVERVIEW
14.1.2. PRODUCT PORTFOLIO
14.1.3. FINANCIAL SNAPSHOT
14.1.4. RECENT DEVELOPMENTS
14.1.4.1. MERGER/ACQUISITIONS
14.1.4.2. PRODUCT APPROVAL/LAUNCHES
14.1.4.3. PARTNERSHIP/COLLABORATIONS/AGREEMENTS
14.1.4.4. EXPANSIONS
14.2. MICROSOFT CORPORATION (UNITED STATES)
14.3. NVIDIA CORPORATION (UNITED STATES)
14.4. AMAZON WEB SERVICES (AWS) (UNITED STATES)
14.5. INTUITIVE SURGICAL (UNITED STATES)
14.6. IBM (UNITED STATES)
14.7. MEDTRONIC (UNITED STATES)
14.8. KONINKLIJKE PHILIPS N.V. (NETHERLANDS)
14.9. SIEMENS HEALTHINEERS AG (GERMANY)
14.10. GE HEALTHCARE (UNITED STATES)
14.11. ORACLE (UNITED STATES)
14.12. EPIC SYSTEMS CORPORATION (UNITED STATES)
14.13. TEMPUS AI (UNITED STATES)
14.14. PATHAI (UNITED STATES)
14.15. OTHER PLAYERS
14.15.1. VIZ.AI (UNITED STATES)
14.15.2. OWKIN (FRANCE/UNITED STATES)
14.15.3. RECURSION PHARMACEUTICALS (UNITED STATES)
14.15.4. SOPHIA GENETICS (SWITZERLAND/UNITED STATES)
14.15.5. CUREMETRIX (UNITED STATES)
14.15.6. ENLITIC (UNITED STATES)
14.15.7. FREENOME (UNITED STATES)
14.15.8. WELLTOK (UNITED STATES)
14.15.9. ABRIDGE (UNITED STATES)
14.15.10. SENSELY (UNITED STATES)
14.15.11. QURE.AI (INDIA)
15. APPENDIX
15.1. INDUSTRY SPEAK
15.2. QUESTIONNAIRE/DISCUSSION GUIDE
15.3. AVAILABLE CUSTOM WORK
15.4. ADJACENT STUDIES
15.5. AUTHORS
16. REFERENCES