Table of Content
1. INTRODUCTION
1.1 OBJECTIVES OF THE STUDY
1.2 MARKET DEFINITION
1.3 OVERVIEW OF GLOBAL ARTIFICIAL INTELLIGENCE (AI)-BASED CLINICAL TRIALS MARKET
1.4 CURRENCY AND PRICING
1.5 LIMITATION
1.6 MARKETS COVERED
2. MARKET SEGMENTATION
2.1 KEY TAKEAWAYS
2.2 ARRIVING AT THE GLOBAL ARTIFICIAL INTELLIGENCE (AI)-BASED CLINICAL TRIALS MARKET
2.2.1 VENDOR POSITIONING GRID
2.2.2 TECHNOLOGY LIFE LINE CURVE
2.2.3 MARKET GUIDE
2.2.4 COMAPANY MARKET SHARE ANALYSIS
2.2.5 MULTIVARIATE MODELLING
2.2.6 TOP TO BOTTOM ANALYSIS
2.2.7 STANDARDS OF MEASUREMENT
2.2.8 VENDOR SHARE ANALYSIS
2.2.9 DATA POINTS FROM KEY PRIMARY INTERVIEWS
2.2.10 DATA POINTS FROM KEY SECONDARY DATABASES
2.3 GLOBAL ARTIFICIAL INTELLIGENCE (AI)-BASED CLINICAL TRIALS MARKET: RESEARCH SNAPSHOT
2.4 ASSUMPTIONS
3. MARKET OVERVIEW
3.1 DRIVERS
3.2 RESTRAINTS
3.3 OPPORTUNITIES
3.4 CHALLENGES
4. EXECUTIVE SUMMARY
5. PREMIUM INSIGHTS
5.1 PESTEL ANALYSIS
5.2 PORTER’S FIVE FORCES MODEL
6. INDUSTRY INSIGHTS
6.1 MICRO AND MACRO ECONOMIC FACTORS
6.2 PENETRATION AND GROWTH PROSPECT MAPPING
6.3 KEY PRICING STRATEGIES
6.4 INTERVIEWS WITH SPECIALIST
6.5 ANALYIS AND RECOMMENDATION
7. INTELLECTUAL PROPERTY (IP) PORTFOLIO
7.1 PATENT QUALITY AND STRENGTH
7.2 PATENT FAMILIES
7.3 LICENSING AND COLLABORATIONS
7.4 COMPETITIVE LANDSCAPE
7.5 IP STRATEGY AND MANAGEMENT
7.6 OTHER
8. COST ANALYSIS BREAKDOWN
9. TECHNONLOGY ROADMAP
10. INNOVATION TRACKER AND STRATEGIC ANALYSIS
10.1 MAJOR DEALS AND STRATEGIC ALLIANCES ANALYSIS
10.1.1 JOINT VENTURES
10.1.2 MERGERS AND ACQUISITIONS
10.1.3 LICENSING AND PARTNERSHIP
10.1.4 TECHNOLOGY COLLABORATIONS
10.1.5 STRATEGIC DIVESTMENTS
10.2 NUMBER OF PRODUCTS IN DEVELOPMENT
10.3 STAGE OF DEVELOPMENT
10.4 TIMELINES AND MILESTONES
10.5 INNOVATION STRATEGIES AND METHODOLOGIES
10.6 RISK ASSESSMENT AND MITIGATION
10.7 FUTURE OUTLOOK
11. REGULATORY COMPLIANCE
11.1 REGULATORY AUTHORITIES
11.2 REGULATORY CLASSIFICATIONS
11.2.1 CLASS I
11.2.2 CLASS II
11.2.3 CLASS III
11.3 REGULATORY SUBMISSIONS
11.4 INTERNATIONAL HARMONIZATION
11.5 COMPLIANCE AND QUALITY MANAGEMENT SYSTEMS
11.6 REGULATORY CHALLENGES AND STRATEGIES
12. REIMBURSEMENT FRAMEWORK
13. OPPUTUNITY MAP ANALYSIS
14. VALUE CHAIN ANALYSIS
15. HEALTHCARE ECONOMY
15.1 HEALTHCARE EXPENDITURE
15.2 CAPITAL EXPENDITURE
15.3 CAPEX TRENDS
15.4 CAPEX ALLOCATION
15.5 FUNDING SOURCES
15.6 INDUSTRY BENCHMARKS
15.7 GDP RATION IN OVERALL GDP
15.8 HEALTHCARE SYSTEM STRUCTURE
15.9 GOVERNMENT POLICIES
15.10 ECONOMIC DEVELOPMENT
16. GLOBAL ARTIFICIAL INTELLIGENCE (AI)-BASED CLINICAL TRIALS MARKET, BY OFFERING
16.1 OVERVIEW
16.2 SOFTWARE
16.2.1 BY DEPLOYMENT MODE
16.2.1.1. CLOUD
16.2.1.2. ON-PREMISES
16.2.2 BY TYPE
16.2.2.1. STANDALONE
16.2.2.2. INTEGRATED
16.3 SERVICES
16.3.1 DEPLOYMENT & INTEGRATION
16.3.2 SUPPORT & MAINTENANCE
17. GLOBAL ARTIFICIAL INTELLIGENCE (AI)-BASED CLINICAL TRIALS MARKET, BY TECHNOLOGY
17.1 OVERVIEW
17.2 MACHINE LEARNING
17.2.1 DEEP LEARNING
17.2.1.1. CONVOLUTIONAL NEURAL NETWORK (CNN)
17.2.1.2. RECURRENT NEURAL NETWORK (RNN)
17.2.1.3. GENERATIVE ADVERSARIAL NETWORKS (GAN)
17.2.2 SUPERVISED LEARNING
17.2.3 REINFORCEMENT LEARNING
17.2.4 UNSUPERVISED LEARNING
17.3 NATURAL LANGUAGE PROCESSING
17.3.1 IVR
17.3.2 OCR
17.3.3 PATTERN & IMAGE RECOGNITION
17.3.4 AUTO CODING
17.3.5 CLASSIFICATION & CATEGORIZATION
17.3.6 TEXT ANALYTICS
17.3.7 SPEECH ANALYTICS
17.4 CONTEXT-AWARENESS COMPUTING
17.4.1 DEVICE CONTEXT
17.4.2 USER CONTEXT
17.4.3 PHYSICAL CONTEXT
17.5 COMPUTER VISION
17.6 OTHERS
18. GLOBAL ARTIFICIAL INTELLIGENCE (AI)-BASED CLINICAL TRIALS MARKET, BY PHASE
18.1 OVERVIEW
18.2 PHASE I
18.3 PHASE II
18.4 PHASE III
18.5 PHASE IV
19. GLOBAL ARTIFICIAL INTELLIGENCE (AI)-BASED CLINICAL TRIALS MARKET, BY TRIAL DESIGN
19.1 OVERVIEW
19.2 INTERVENTIONAL
19.3 TREATMENT
19.4 OBSERVATIONAL
19.5 EXPANDED ACCESS
20. GLOBAL ARTIFICIAL INTELLIGENCE (AI)-BASED CLINICAL TRIALS MARKET, BY APPLICATION
20.1 OVERVIEW
20.2 ONCOLOGY
20.3 NEUROLOGY DISEASES AND CONDITIONS
20.4 CARDIOVASCULAR DISEASES
20.5 METABOLIC DISEASES
20.6 INFECTIOUS DISEASES
20.7 IMMUNOLOGY DISEASES
20.8 OTHERS
21. GLOBAL ARTIFICIAL INTELLIGENCE (AI)-BASED CLINICAL TRIALS MARKET, BY END USER
21.1 OVERVIEW
21.2 PHARMACEUTICAL & BIOTECHNOLOGY COMPANIES
21.2.1 BY OFFERING
21.2.1.1. SOFTWARE
21.2.1.2. SERVICES
21.3 CONTRACT RESEARCH ORGANIZATIONS
21.3.1 BY OFFERING
21.3.1.1. SOFTWARE
21.3.1.2. SERVICES
21.4 RESEARCH CENTRES AND ACADEMIC INSTITUTES
21.4.1 BY OFFERING
21.4.1.1. SOFTWARE
21.4.1.2. SERVICES
21.5 OTHERS
22. GLOBAL ARTIFICIAL INTELLIGENCE (AI)-BASED CLINICAL TRIALS MARKET, BY GEOGRAPHY
22.1 GLOBAL ARTIFICIAL INTELLIGENCE (AI)-BASED CLINICAL TRIALS MARKET, (ALL SEGMENTATION PROVIDED ABOVE IS REPRESENTED IN THIS CHAPTER BY COUNTRY)
22.1.1 NORTH AMERICA
22.1.1.1. U.S.
22.1.1.2. CANADA
22.1.1.3. MEXICO
22.1.2 EUROPE
22.1.2.1. GERMANY
22.1.2.2. FRANCE
22.1.2.3. U.K.
22.1.2.4. ITALY
22.1.2.5. SPAIN
22.1.2.6. RUSSIA
22.1.2.7. TURKEY
22.1.2.8. BELGIUM
22.1.2.9. NETHERLANDS
22.1.2.10. NORWAY
22.1.2.11. FINLAND
22.1.2.12. SWITZERLAND
22.1.2.13. DENMARK
22.1.2.14. SWEDEN
22.1.2.15. POLAND
22.1.2.16. REST OF EUROPE
22.1.3 ASIA PACIFIC
22.1.3.1. JAPAN
22.1.3.2. CHINA
22.1.3.3. SOUTH KOREA
22.1.3.4. INDIA
22.1.3.5. AUSTRALIA
22.1.3.6. NEW ZEALAND
22.1.3.7. SINGAPORE
22.1.3.8. THAILAND
22.1.3.9. MALAYSIA
22.1.3.10. INDONESIA
22.1.3.11. PHILIPPINES
22.1.3.12. TAIWAN
22.1.3.13. VIETNAM
22.1.3.14. REST OF ASIA PACIFIC
22.1.4 SOUTH AMERICA
22.1.4.1. BRAZIL
22.1.4.2. ARGENTINA
22.1.4.3. REST OF SOUTH AMERICA
22.1.5 MIDDLE EAST AND AFRICA
22.1.5.1. SOUTH AFRICA
22.1.5.2. EGYPT
22.1.5.3. SAUDI ARABIA
22.1.5.4. U.A.E
22.1.5.5. OMAN
22.1.5.6. BAHRAIN
22.1.5.7. ISRAEL
22.1.5.8. KUWAIT
22.1.5.9. QATAR
22.1.5.10. REST OF MIDDLE EAST AND AFRICA
22.2 KEY PRIMARY INSIGHTS: BY MAJOR COUNTRIES
23. GLOBAL ARTIFICIAL INTELLIGENCE (AI)-BASED CLINICAL TRIALS MARKET,COMPANY LANDSCAPE
23.1 COMPANY SHARE ANALYSIS: GLOBAL
23.2 COMPANY SHARE ANALYSIS: NORTH AMERICA
23.3 COMPANY SHARE ANALYSIS: EUROPE
23.4 COMPANY SHARE ANALYSIS: ASIA PACIFIC
23.5 COMPANY SHARE ANALYSIS: MIDDLE EAST AND AFRICA
23.6 MERGERS & ACQUISITIONS
23.7 NEW PRODUCT DEVELOPMENT AND APPROVALS
23.8 EXPANSIONS
23.9 REGULATORY CHANGES
23.10 PARTNERSHIP AND OTHER STRATEGIC DEVELOPMENTS
24. GLOBAL ARTIFICIAL INTELLIGENCE (AI)-BASED CLINICAL TRIALS MARKET, SWOT & DBMR ANALYSIS
25. GLOBAL ARTIFICIAL INTELLIGENCE (AI)-BASED CLINICAL TRIALS MARKET, COMPANY PROFILE
25.1 PHESI
25.1.1 COMPANY SNAPSHOT
25.1.2 REVENUE ANALYSIS
25.1.3 GEOGRAPHIC PRESENCE
25.1.4 PRODUCT PORTFOLIO
25.1.5 RECENT DEVELOPMENT
25.2 MEDIDATA (A PART OF DASSAULT SYSTÈMES)
25.2.1 COMPANY SNAPSHOT
25.2.2 REVENUE ANALYSIS
25.2.3 GEOGRAPHIC PRESENCE
25.2.4 PRODUCT PORTFOLIO
25.2.5 RECENT DEVELOPMENT
25.3 IQVIA INC
25.3.1 COMPANY SNAPSHOT
25.3.2 REVENUE ANALYSIS
25.3.3 GEOGRAPHIC PRESENCE
25.3.4 PRODUCT PORTFOLIO
25.3.5 RECENT DEVELOPMENT
25.4 RENALYTIX
25.4.1 COMPANY SNAPSHOT
25.4.2 REVENUE ANALYSIS
25.4.3 GEOGRAPHIC PRESENCE
25.4.4 PRODUCT PORTFOLIO
25.4.5 RECENT DEVELOPMENT
25.5 PARADIGM HEALTH, INC (DEEP LENS)
25.5.1 COMPANY SNAPSHOT
25.5.2 REVENUE ANALYSIS
25.5.3 GEOGRAPHIC PRESENCE
25.5.4 PRODUCT PORTFOLIO
25.5.5 RECENT DEVELOPMENT
25.6 UNLEARN.AI, INC.
25.6.1 COMPANY SNAPSHOT
25.6.2 REVENUE ANALYSIS
25.6.3 GEOGRAPHIC PRESENCE
25.6.4 PRODUCT PORTFOLIO
25.6.5 RECENT DEVELOPMENT
25.7 SAAMA TECHNOLOGIES, INC.
25.7.1 COMPANY SNAPSHOT
25.7.2 REVENUE ANALYSIS
25.7.3 GEOGRAPHIC PRESENCE
25.7.4 PRODUCT PORTFOLIO
25.7.5 RECENT DEVELOPMENT
25.8 INNOPLEXUS
25.8.1 COMPANY SNAPSHOT
25.8.2 REVENUE ANALYSIS
25.8.3 GEOGRAPHIC PRESENCE
25.8.4 PRODUCT PORTFOLIO
25.8.5 RECENT DEVELOPMENT
25.9 MENDEL.AI
25.9.1 COMPANY SNAPSHOT
25.9.2 REVENUE ANALYSIS
25.9.3 GEOGRAPHIC PRESENCE
25.9.4 PRODUCT PORTFOLIO
25.9.5 RECENT DEVELOPMENT
25.10 MEDIAN TECHNOLOGIES
25.10.1 COMPANY SNAPSHOT
25.10.2 REVENUE ANALYSIS
25.10.3 GEOGRAPHIC PRESENCE
25.10.4 PRODUCT PORTFOLIO
25.10.5 RECENT DEVELOPMENT
25.11 IBM
25.11.1 COMPANY SNAPSHOT
25.11.2 REVENUE ANALYSIS
25.11.3 GEOGRAPHIC PRESENCE
25.11.4 PRODUCT PORTFOLIO
25.11.5 RECENT DEVELOPMENT
25.12 EXSCIENTIA
25.12.1 COMPANY SNAPSHOT
25.12.2 REVENUE ANALYSIS
25.12.3 GEOGRAPHIC PRESENCE
25.12.4 PRODUCT PORTFOLIO
25.12.5 RECENT DEVELOPMENT
25.13 PAREXEL INTERNATIONAL CORPORATION (PARTNER WITH PARTEX )
25.13.1 COMPANY SNAPSHOT
25.13.2 REVENUE ANALYSIS
25.13.3 GEOGRAPHIC PRESENCE
25.13.4 PRODUCT PORTFOLIO
25.13.5 RECENT DEVELOPMENT
25.14 INSILICO MEDICINE
25.14.1 COMPANY SNAPSHOT
25.14.2 REVENUE ANALYSIS
25.14.3 GEOGRAPHIC PRESENCE
25.14.4 PRODUCT PORTFOLIO
25.14.5 RECENT DEVELOPMENT
25.15 INTEL CORPORATION
25.15.1 COMPANY SNAPSHOT
25.15.2 REVENUE ANALYSIS
25.15.3 GEOGRAPHIC PRESENCE
25.15.4 PRODUCT PORTFOLIO
25.15.5 RECENT DEVELOPMENT
25.16 AICURE
25.16.1 COMPANY SNAPSHOT
25.16.2 REVENUE ANALYSIS
25.16.3 GEOGRAPHIC PRESENCE
25.16.4 PRODUCT PORTFOLIO
25.16.5 RECENT DEVELOPMENT
25.17 CONCERTAI
25.17.1 COMPANY SNAPSHOT
25.17.2 REVENUE ANALYSIS
25.17.3 GEOGRAPHIC PRESENCE
25.17.4 PRODUCT PORTFOLIO
25.17.5 RECENT DEVELOPMENT
25.18 NURITAS LTD.
25.18.1 COMPANY SNAPSHOT
25.18.2 REVENUE ANALYSIS
25.18.3 GEOGRAPHIC PRESENCE
25.18.4 PRODUCT PORTFOLIO
25.18.5 RECENT DEVELOPMENT
25.19 BULLFROG AI HOLDINGS, INC.
25.19.1 COMPANY SNAPSHOT
25.19.2 REVENUE ANALYSIS
25.19.3 GEOGRAPHIC PRESENCE
25.19.4 PRODUCT PORTFOLIO
25.19.5 RECENT DEVELOPMENT
25.20 VIZ.AI
25.20.1 COMPANY SNAPSHOT
25.20.2 REVENUE ANALYSIS
25.20.3 GEOGRAPHIC PRESENCE
25.20.4 PRODUCT PORTFOLIO
25.20.5 RECENT DEVELOPMENT
25.21 TRINETX, LLC
25.21.1 COMPANY SNAPSHOT
25.21.2 REVENUE ANALYSIS
25.21.3 GEOGRAPHIC PRESENCE
25.21.4 PRODUCT PORTFOLIO
25.21.5 RECENT DEVELOPMENT
25.22 CLINITHINK
25.22.1 COMPANY SNAPSHOT
25.22.2 REVENUE ANALYSIS
25.22.3 GEOGRAPHIC PRESENCE
25.22.4 PRODUCT PORTFOLIO
25.22.5 RECENT DEVELOPMENT
25.23 VEEVA SYSTEMS
25.23.1 COMPANY SNAPSHOT
25.23.2 REVENUE ANALYSIS
25.23.3 GEOGRAPHIC PRESENCE
25.23.4 PRODUCT PORTFOLIO
25.23.5 RECENT DEVELOPMENT
25.24 CLARIO
25.24.1 COMPANY SNAPSHOT
25.24.2 REVENUE ANALYSIS
25.24.3 GEOGRAPHIC PRESENCE
25.24.4 PRODUCT PORTFOLIO
25.24.5 RECENT DEVELOPMENT
25.25 NFERENCE, INC
25.25.1 COMPANY SNAPSHOT
25.25.2 REVENUE ANALYSIS
25.25.3 GEOGRAPHIC PRESENCE
25.25.4 PRODUCT PORTFOLIO
25.25.5 RECENT DEVELOPMENT
25.26 TRIALS.AI
25.26.1 COMPANY SNAPSHOT
25.26.2 REVENUE ANALYSIS
25.26.3 GEOGRAPHIC PRESENCE
25.26.4 PRODUCT PORTFOLIO
25.26.5 RECENT DEVELOPMENT
25.27 RISKLICK.CH
25.27.1 COMPANY SNAPSHOT
25.27.2 REVENUE ANALYSIS
25.27.3 GEOGRAPHIC PRESENCE
25.27.4 PRODUCT PORTFOLIO
25.27.5 RECENT DEVELOPMENT
25.28 UNLEARN.AI, INC
25.28.1 COMPANY SNAPSHOT
25.28.2 REVENUE ANALYSIS
25.28.3 GEOGRAPHIC PRESENCE
25.28.4 PRODUCT PORTFOLIO
25.28.5 RECENT DEVELOPMENT
NOTE: THE COMPANIES PROFILED IS NOT EXHAUSTIVE LIST AND IS AS PER OUR PREVIOUS CLIENT REQUIREMENT. WE PROFILE MORE THAN 100 COMPANIES IN OUR STUDY AND HENCE THE LIST OF COMPANIES CAN BE MODIFIED OR REPLACED ON REQUEST
26. CONCLUSION
27. QUESTIONNAIRE
28. RELATED REPORTS
29. ABOUT DATA BRIDGE MARKET RESEARCH
