1. MARKET INTRODUCTION 1.1 Market Definition 12 1.2 Objective of the Study 12 1.3 Limitation 12 1.4 Stakeholders 13 1.5 Currency used in the Report 13 2. RESEARCH METHODOLOGY OR ASSUMPTION 14 2.1 Research Methodology for AI in Healthcare Market Study 14 2.1.1 Main objective of the AI in health care sector Market Study 15 3. REGULATORY FRAMEWORK AND KEY DEVELOPMENT 16 3.1 General Overview 16 3.1.1 North America 16 3.1.1.1 North America Regulatory Framework for AI in Healthcare 16 3.1.1.2 North American Key Developments of AI in Healthcare 17 3.1.2 Europe 17 3.1.2.1 European Regulatory Framework for AI in Healthcare 17 3.1.2.2 European Key Developments of AI in Healthcare 18 3.1.3 Asia Pacific (APAC) 19 3.1.3.1 Asia Pacific (APAC) Regulatory Framework for AI in Healthcare 19 3.1.3.2 Asia Pacific (APAC) Key Developments of AI in Healthcare 20 3.1.4 Rest of World (RoW) 20 3.1.4.1 Rest of World (RoW) Regulatory Framework for AI in Healthcare 20 4. INDUSTRY PERFORMANCE 22 5. EXECUTIVE SUMMARY 23 6. MARKET OVERVIEW 25 6.1 Introduction 25 6.2 Market Dynamics 25 6.2.1 Market Drivers 26 6.2.1.1 Increasingly Large and Complex Data Set 26 6.2.1.2 Growing Demand to Reduce Healthcare Costs 27 6.2.1.3 Improving Computing Power in Healthcare 28 6.2.1.4 Rising Need for Improvised Healthcare Services 30 6.2.1.5 Application of AI for novel surgeries and screening 31 6.2.2 Market Restraints 32 6.2.2.1 Limitations of AI decision-making 32 6.2.2.2 Reluctance Among Medical Practitioners to Adopt AI-Based Technologies 32 6.2.2.3 Lack of Skilled AI Workforce and Ambiguous Regulation for Medical Software 33 6.2.3 Trends in AI in Healthcare 33 6.2.3.1 Democratisation of access 33 6.2.3.2 Migration from Doctor-Centric Diagnostics to Data-Driven Diagnostics 33 6.2.3.3 Transformation of Drug Discovery in Pharma Industry 34 6.2.3.4 Data Explosion 34 6.2.4 Opportunity 34 6.2.4.1 Growing Potential of AI-Based Tools 34 6.2.4.2 Increasing Focus on Developing Human-Aware AI Systems 35 6.2.4.3 Surging Spending Power on R&D 35 6.2.4.4 Untapped market in developing regions 37 7. KEY MARKET INDICATORS 38 7.1 General Overview 38 7.1.1 Demand and Supply Side Analysis 38 7.1.2 North America 39 7.1.3 Europe 39 7.1.4 Asia-Pacific 39 7.1.5 Applications of AI in Healthcare 41 7.1.5.1 Top Winning Strategies 41 7.1.5.1.1 Top Product launches 42 7.1.5.1.2 Top Investments 43 7.1.5.1.3 Top Acquisition and Collaborations 45 8. MARKET INSIGHTS BY TECHNOLOGY 46 8.1 General Overview 46 8.1.1 Machine Learning 47 8.1.2 Deep Learning 48 8.1.3 Artificial Neural Network 50 9. MARKET INSIGHTS BY APPLICATION 52 9.1 General Overview 52 9.1.1 Robotic Surgery 53 9.1.2 Diagnosis 54 9.1.3 Virtual Nursing Assistance 55 9.1.4 Administrative Workflow Assistance 56 10. MARKET INSIGHTS BY TYPE OF OFFERINGS 58 10.1 General Overview 58 10.1.1 Software 59 10.1.2 Services 61 10.1.3 Hardware 62 11. MARKET INSIGHTS BY REGION 64 11.1 General Overview 64 11.2 North America Healthcare AI Market 65 11.2.1 North America Healthcare AI Market by Technology 65 11.2.2 North America Healthcare AI Market by Application 66 11.2.3 North America Healthcare AI Market by Type of Offerings 68 11.3 Europe Healthcare AI Market, US$ Million (2015-2025) 68 11.3.1 Europe Healthcare AI Market by Technology 69 11.3.2 Europe Healthcare AI Market by Application 70 11.3.3 Europe Healthcare AI Market by Type Offering 71 11.4 Asia-Pacific Healthcare AI Market, US$ Million (2018-2025) 71 11.4.1 Asia-Pacific Healthcare AI Market by Technology 72 11.4.2 Asia-Pacific Healthcare AI Market by Application 73 11.4.3 Asia-Pacific Healthcare AI Market by Type of Offerings 73 11.5 Rest of the World Healthcare AI Market, US$ Million (2018-2025) 74 11.5.1 Rest of World Healthcare AI Market by Technology 75 11.5.2 Rest of World Healthcare AI Market by Application 75 11.5.3 Rest of World Healthcare AI Market by Type of Offerings 76 12. COMPETITIVE SCENARIO 77 12.1 Global Healthcare AI Market Share Analysis, 2018 77 12.2 Porter’s Five forces analysis 80 12.2.1 Bargaining power of Buyer 80 12.2.2 Bargaining power of Supplier 81 12.2.3 Threat of new entrants 81 12.2.4 Availability of Substitute 82 12.2.5 Industry Rivalry 82 13. TOP COMPANY PROFILES 83 13.1 Medtronic Plc 83 13.1.1 Key Facts 83 13.1.2 Business Description 83 13.1.3 Key Product/Services Offerings 84 13.1.4 SWOT Analysis 85 13.1.5 Key Financials 86 13.1.5.1 Revenue Split 87 13.1.6 Recent Developments 87 13.1.7 Funding 88 13.2 Abbott Laboratories 89 13.2.1 Key Facts 89 13.2.2 Business Description 89 13.2.3 Key Product/Services Offerings 90 13.2.4 SWOT Analysis 90 13.2.5 Key Financials 91 13.2.5.1 Revenue Split 92 13.2.6 Recent Developments 92 13.3 Johnson & Johnson 93 13.3.1 Key Facts 93 13.3.2 Business Description 93 13.3.3 Key Product/Services Offerings 94 13.3.4 SWOT Analysis 94 13.3.5 Key Financials 95 13.3.5.1 Revenue Split 96 13.3.6 Recent Developments 97 13.4 Becton Dickinson 98 13.4.1 Key Facts 98 13.4.2 Business Description 98 13.4.3 Key Product/Services Offerings (AI Technology) 99 13.4.4 SWOT Analysis 100 13.4.5 Key Financials 101 13.4.5.1 Revenue Split 102 13.4.6 Recent Developments 102 13.5 Boston Scientific Corporation 103 13.5.1 Key Facts 103 13.5.2 Business Description 103 13.5.3 Key Product/Services Offerings 104 13.5.4 SWOT Analysis 105 13.5.5 Key Financials 106 13.5.5.1 Revenue Split 107 13.5.6 Recent Developments 107 13.6 Koninklijke Philips N.V. 108 13.6.1 Key Facts 108 13.6.2 Business Description 108 13.6.3 Key Product/Services Offerings 109 13.6.4 SWOT Analysis 109 13.6.5 Key Financials 110 13.6.5.1 Revenue Split 111 13.6.6 Recent Developments 111 13.6.7 Funding 111 13.7 Roche Holding AG 112 13.7.1 Key Facts 112 13.7.2 Business Description 112 13.7.3 Key Product/Services Offerings 113 13.7.4 SWOT Analysis 114 13.7.5 Key Financials 115 13.7.5.1 Revenue Split 116 13.7.6 Recent Developments 116 13.7.7 Funding 116 13.8 Siemens Healthineers AG. 117 13.8.1 Key Facts 117 13.8.2 Business Description 117 13.8.3 Key Product/Services Offerings 118 13.8.4 SWOT Analysis 118 13.8.5 Key Financials 119 13.8.5.1 Revenue Split 120 13.8.6 Recent Developments 120 13.9 Stryker Corporation 121 13.9.1 Key Facts 121 13.9.2 Business Description 121 13.9.3 Key Product/Services Offerings 122 13.9.4 SWOT Analysis 123 13.9.5 Key Financials 124 13.9.5.1 Revenue Split 125 13.9.6 Recent Developments 125 13.10 Oracle Corporation 126 1.1.1 Key Facts 126 1.1.2 Business Description 126 1.1.3 Key Product/Services Offerings 127 1.1.4 SWOT Analysis 128 1.1.5 Key 128 1.1.6 Financials 129 13.10.1.1 Revenue Split 130 1.1.7 Recent Developments 130

FIG. 1 Research Methodology for AI in Healthcare Market Study 14 FIG. 2 Global Healthcare AI Market Size, 2018-2025 (US$ million) 24 FIG. 3 Market Introduction 25 FIG. 4 AI pros and advantages in Healthcare 26 FIG. 5 Growth in Global Healthcare Data, 2013 and prediction through 2020 (in Exabyte) 27 FIG. 6 Problems Paying Medical Bills in America by Insurance Status, 2017 (%) 28 FIG. 7 Global Physicians & Dentistry personnel density by Country (per 1000 population), 2016 30 FIG. 8 Pillars of Value Addition by AI in Healthcare 31 FIG. 9 Value Addition by AI in Healthcare 32 FIG. 10 Global Funding for AI/ML Digital Healthcare Company 2011-2017 36 FIG. 11 Value Proposition of Funding AI/ML Powered Digital Health Companies, 2011-2017 36 FIG. 12 Top Applications of AI in Healthcare to meet the increasing demand of AI in Healthcare 41 FIG. 13 Global Healthcare AI Market Share by Technology, 2018 & 2025 (%) 46 FIG. 14 Global Healthcare AI Market Size by Technology 2018-2025 (US$ million) 46 FIG. 15 Global Healthcare AI Market Share by Application, 2018 & 2025 (%) 52 FIG. 16 Global Healthcare AI Market Size by Application, 2018-2025 (US$ million) 52 FIG. 17 Global Healthcare AI Market Share by Type of Offering, 2018 & 2025 (%) 58 FIG. 18 Global Healthcare AI Market Size by Type of Offering 2018-2025 (US$ million) 58 FIG. 19 Global mHealth Apps by Category, 2016 (%) 60 FIG. 20 Global Mobile Health Market by Type, 2017 (US$ million) 62 FIG. 21 AI in Healthcare Market Share by Region, 2018 & 2025 (%) 64 FIG. 22 North America Healthcare AI Market Size 2018-2025 (US$ Million) 65 FIG. 23 North America Healthcare AI Market Size by Technology 2018-2025 (US$ Million) 66 FIG. 24 North America Healthcare AI Market Size by Application 2018-2025 (US$ Million) 67 FIG. 25 North America Healthcare AI Market Size by Type of Offerings 2018-2025 (US$ Million) 68 FIG. 26 Europe Healthcare AI Market Size 2018-2025 (US$ million) 69 FIG. 27 Europe Healthcare AI Market Size by Technology 2018-2025 (US$ Million) 69 FIG. 28 Europe Healthcare AI Market Size by Application 2018-2025 (US$ Million) 70 FIG. 29 Europe Healthcare AI Market Size by Type of Offerings 2018-2025 (US$ Million) 71 FIG. 30 Asia-Pacific Healthcare AI Market Size 2018-2025 (US$ million) 72 FIG. 31 Asia-Pacific Healthcare AI Market Size by Technology 2018-2025 (US$ Million) 72 FIG. 32 Asia-Pacific Healthcare AI Market Size by Application 2018-2025 (US$ Million) 73 FIG. 33 Asia-Pacific Healthcare AI Market Size by Type of Offerings 2018-2025 (US$ Million) 73 FIG. 34 RoW Healthcare AI Market Size 2018-2025 (US$ million) 74 FIG. 35 RoW Healthcare AI Market Size by Technology 2018-2025 (US$ Million) 75 FIG. 36 RoW Healthcare AI Market Size by Application 2018-2025 (US$ Million) 76 FIG. 37 RoW Healthcare AI Market Size by Type of Offerings 2018-2025 (US$ Million) 76 FIG. 38 Global Healthcare AI Market Share by Company, 2018 (%) 77 FIG. 39 Global Healthcare AI Market Competitive Landscape, 2018 79 FIG. 40 Porter’s Five forces analysis of AI in Healthcare Market 80 FIG. 41 Medtronic plc. SWOT Analysis 85 FIG. 42 Key Financials of Medtronic 86 FIG. 43 Medtronic plc Revenue Split, 2018 87 FIG. 44 Abbott laboratories SWOT Analysis 90 FIG. 45 Key Financials of Abbott Lab 91 FIG. 46 Abbott Laboratories Revenue Split, 2017 92 FIG. 47 Johnson & Johnson SWOT Analysis 94 FIG. 48 Key Financials of Johnson and Johnson 95 FIG. 49 Johnson & Johnson Revenue Split, 2017 96 FIG. 50 Becton Dickinson SWOT Analysis 100 FIG. 51 Key Financials of Becton Dickinson 101 FIG. 52 Becton Dickinson Revenue Split, 2017 102 FIG. 53 Boston Scientific SWOT Analysis 105 FIG. 54 Key Financials Boston Scientific 106 FIG. 55 Boston Scientific Revenue Split, 2017 107 FIG. 56 Philips SWOT Analysis 109 FIG. 57 Key Financials of Koninklijke Philips N.V. 110 FIG. 59 Roche SWOT Analysis 114 FIG. 60 Key Financials of Roche 115 FIG. 61 Roche Revenue Split, 2017 116 FIG. 62 Siemens Healthcare SWOT Analysis 118 FIG. 63 Key Financials of Siemens Healthineers AG 119 FIG. 64 SIEMENS HEALTHINEERS, Revenue Split, 2018 120 FIG. 65 Stryker Corporation SWOT Analysis 123 FIG. 66 Key Financials of Stryker 124 FIG. 67 Stryker Corporation Revenue Split, 2018 125 FIG. 68 Oracle, SWOT Analysis 128 FIG. 69 Key Financials of Oracle 129 FIG. 70 Oracle Revenue Split, 2018 130TABLE 1 Global Healthcare AI Market Size by Region 2018-2025 (US$ million) 24 TABLE 2 Recent Developments under Computing Power in Healthcare 29 TABLE 3 Recent Top Funding’s in AI based Healthcare Start-Ups 44 TABLE 4 Global Machine Learning Market Size by Region, US$ Million (2018-2025) 48 TABLE 5 Global Deep Learning Market Size by Region, US$ Million (2018-2025) 49 TABLE 6 Global Artificial Neural Network Market Size by Region, US$ Million (2018-2025) 51 TABLE 7 Global AI Robotic Surgery Market Size by Region 2018-2025 (US$ Million) 54 TABLE 8 Global AI Diagnosis Market Size by Region 2018-2025 (US$ Million) 55 TABLE 9 Global AI Virtual Nursing Assistance Market Size by Region 2018-2025 (US$ million) 56 TABLE 10 Global AI Administrative Workflow Assistance Market Size by Region, 2018-2025 (US$ million) 57 TABLE 11 Global Healthcare AI Software Market Size by Region 2018-2025 (US$ million) 60 TABLE 12 Global Healthcare AI Services Market Size by Region 2018-2025 (US$ million) 62 TABLE 13 Global Healthcare AI Hardware Market Size, by Region 2018-2025 (US$ million) 63 TABLE 14 Global Healthcare AI Market Size by Region 2018-2025 (US$ Million) 64 TABLE 15 Medtronic Plc Key Facts 83 TABLE 16 Product segmentation of Medtronic Plc 84 TABLE 17 Medtronic plc Growth Strategy 84 TABLE 18 Abbott Laboratories Key Facts 89 TABLE 19 Product segmentation of Abbott Laboratories 90 TABLE 20 Abbott laboratories Growth Strategy 90 TABLE 21 Johnson & Johnson Key Facts 93 TABLE 22 Product segmentation of Johnson & Johnson 94 TABLE 23 Johnson & Johnson Growth Strategy 94 TABLE 24 Research & Development Expense, US$ million (2015-2017) 96 TABLE 25 Becton Dickinson Key Facts 98 TABLE 26 Becton Dickinson Growth Strategy 99 TABLE 27 Boston Scientific Corporation Key Facts 103 TABLE 28 Product segmentation of Boston Scientific Corporation 104 TABLE 29 Boston Scientific Corporation Growth Strategy 104 TABLE 30 Koninklijke Philips N.V. Key Facts 108 TABLE 31 Product segmentation of Philips 109 TABLE 32 Philips Growth Strategy 109 TABLE 33 Roche Key Facts 112 TABLE 34 Product segmentation of Roche 113 TABLE 35 Roche Growth Strategy 113 TABLE 36 Siemens Healthcare AG Key Facts 117 TABLE 37 Product segmentation of Siemens Healthcare 118 TABLE 38 Siemens Healthcare Growth Strategy 118 TABLE 39 Stryker Corporation Key Facts 121 TABLE 40 Product segmentation of Stryker Corporation 122 TABLE 41 Stryker Corporation Growth Strategy 122 TABLE 42 Oracle Corporation Key Facts 126 TABLE 43 Product segmentation of Oracle Corporation 127 TABLE 44 Oracle Growth Strategy 127

Medtronic Plc, Abbott Laboratories, Johnson & Johnson, Becton Dickinson, Boston Scientific Corporation, Koninklijke Philips N.V., Roche Holding AG, Siemens Healthineers AG, Stryker Corporation, Oracle Corporation