Table of Content

1 INTRODUCTION 16
1.1 OBJECTIVES OF THE STUDY 16
1.2 MARKET DEFINITION 16
1.3 MARKET SCOPE 17
1.3.1 MARKETS COVERED 17
1.3.2 YEARS CONSIDERED FOR THE STUDY 18
1.4 CURRENCY 18
1.5 LIMITATIONS 18
1.6 STAKEHOLDERS 19

2 RESEARCH METHODOLOGY 20
2.1 RESEARCH DATA 20
2.1.1 SECONDARY SOURCES 21
2.1.1.1 Key data from secondary sources 21
2.1.2 PRIMARY SOURCES 22
2.1.2.1 Key data from primary sources 22
2.1.2.2 Key industry insights 23
2.2 MARKET SIZE ESTIMATION 24
2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 26
2.4 MARKET SHARE ESTIMATION 27
2.5 ASSUMPTIONS FOR THE STUDY 27

3 EXECUTIVE SUMMARY 28

4 PREMIUM INSIGHTS 32
4.1 COMPUTER VISION IN HEALTHCARE: MARKET OVERVIEW 32
4.2 COMPUTER VISION IN HEALTHCARE MARKET, BY PRODUCT & SERVICE,
2018 VS. 2023 (USD MILLION) 33
4.3 COMPUTER VISION IN HEALTHCARE MARKET, BY APPLICATION,
2018–2023 (USD MILLION) 34
4.4 COMPUTER VISION IN HEALTHCARE MARKET SHARE, BY END USER AND REGION, 2018 35
4.5 COMPUTER VISION IN HEALTHCARE MARKET: GEOGRAPHIC GROWTH OPPORTUNITIES 36

5 MARKET OVERVIEW 37
5.1 INTRODUCTION 37
5.2 MARKET DYNAMICS 37
5.2.1 DRIVERS 38
5.2.1.1 Increasing demand for computer vision systems in the healthcare industry 38
5.2.1.2 Government initiatives to increase the adoption of AI-based technologies 38
5.2.1.3 Big data in healthcare 39
5.2.1.4 Use of computer vision in precision medicine 39
5.2.2 RESTRAINTS 40
5.2.2.1 Reluctance of medical practitioners to adopt AI-based technologies 40
5.2.2.2 Lack of awareness and technical knowledge 40
5.2.3 OPPORTUNITIES 40
5.2.3.1 Cloud-based healthcare computer vision solutions 40
5.2.3.2 Unexplored applications 41
5.2.4 CHALLENGES 41
5.2.4.1 Rising security concerns related to cloud-based image processing and analytics 41
5.2.4.2 Lack of curated data 41

6 COMPUTER VISION IN HEALTHCARE MARKET, BY PRODUCT & SERVICE 43
6.1 INTRODUCTION 44
6.2 SOFTWARE 45
6.2.1 ON-PREMISE SOLUTIONS 47
6.2.1.1 Greater control and security offered by on-premise solutions to drive the adoption of these solutions by healthcare organizations 47
6.2.2 CLOUD-BASED SOLUTIONS 48
6.2.2.1 Factors such as ease of use, affordability, and reliability have ensured the high growth of the cloud-based solutions market 48
6.3 HARDWARE 50
6.3.1 PROCESSORS 51
6.3.1.1 CPUs 53
6.3.1.1.1 High demand for CPUs across the globe to drive market growth 53
6.3.1.2 GPUs 53
6.3.1.2.1 GPUs handle graphics applications and display functions that render high-quality images, animations, and videos, a key factor driving market growth 53
6.3.1.3 FPGAs 54
6.3.1.3.1 Advantages such as rapid prototyping, shorter time-to-market, reprogram ability, and longevity to drive growth in this segment 54
6.3.1.4 ASICs 55
6.3.1.4.1 High affordability and improved performance are key advantages of ASICs promoting market growth 55
6.3.1.5 VPUs 56
6.3.1.5.1 Advantages of VPUs in accelerating computer vision tasks to drive market growth 56
?
6.3.2 MEMORY DEVICES 56
6.3.2.1 High-bandwidth memory (HBM) is a specialized, vertically stacked DRAM integrated with processors to increase speed while reducing latency, power, and size?key factors driving growth 56
6.3.3 NETWORKS 58
6.3.3.1 AI-enhanced networks can provide faster, more accurate ways for customers to explore products, leading to an increasing number of orders 58
6.4 SERVICES 59
6.4.1 GROWTH IN THIS SEGMENT CAN BE ATTRIBUTED TO THE RECURRING REQUIREMENT FOR SERVICES, SUCH AS TRAINING, SOFTWARE UPGRADES, AND SOFTWARE MAINTENANCE POST-INSTALLATION 59

7 COMPUTER VISION IN HEALTHCARE MARKET, BY APPLICATION 61
7.1 INTRODUCTION 62
7.2 MEDICAL IMAGING & DIAGNOSTICS 63
7.2.1 MEDICAL IMAGING & DIAGNOSTICS IS THE LARGEST APPLICATION SEGMENT OF THE COMPUTER VISION IN HEALTHCARE MARKET 63
7.3 SURGERIES 64
7.3.1 COMPUTER VISION IMPROVES SURGEONS’ RECOGNITION CAPACITY, HELPING THEM MAKE DECISIONS DURING COMPLICATED SURGERIES 64
7.4 OTHER APPLICATIONS 66

8 COMPUTER VISION IN HEALTHCARE MARKET, BY END USER 68
8.1 INTRODUCTION 69
8.2 HEALTHCARE PROVIDERS 70
8.2.1 HEALTHCARE PROVIDERS FORM THE LARGEST END-USER SEGMENT OF THE COMPUTER VISION IN HEALTHCARE MARKET 70
8.3 DIAGNOSTIC CENTERS 71
8.3.1 HIGH DATA GENERATION IN THIS SECTOR WILL NECESSITATE USE OF COMPUTER VISION SOLUTIONS 71
8.4 OTHER END USERS 72

9 COMPUTER VISION IN HEALTHCARE MARKET, BY REGION 74
9.1 INTRODUCTION 75
9.2 NORTH AMERICA 76
9.2.1 US 79
9.2.1.1 Rising volume of medical imaging data estimated to be a major factor driving market growth in the US 79
9.2.2 CANADA 82
9.2.2.1 Increasing government funding for the adoption of AI in the healthcare sector to drive market growth in Canada 82
9.3 EUROPE 85
9.3.1 GROWING VOLUME OF MEDICAL IMAGING DATA BEING GENERATED IN THE HEALTHCARE SYSTEMS OF EUROPEAN COUNTRIES PAVING THE WAY FOR THE ADOPTION OF COMPUTER VISION-BASED SOLUTIONS 85
9.4 ASIA 89
9.4.1 DEVELOPING IT INFRASTRUCTURE AND AI-FRIENDLY INITIATIVES BY GOVERNMENTS IN SEVERAL ASIAN COUNTRIES TO SUPPORT THE ADOPTION OF COMPUTER VISION-BASED SOLUTIONS 89
9.5 ROW 94

10 COMPETITIVE LANDSCAPE 99
10.1 OVERVIEW 99
10.2 MARKET PLAYER RANKING 100
10.3 COMPETITIVE LEADERSHIP MAPPING 101
10.3.1 VANGUARDS 101
10.3.2 DYNAMIC DIFFERENTIATORS 101
10.3.3 INNOVATORS 101
10.3.4 EMERGING PLAYERS 101
10.4 COMPETITIVE SITUATION AND TRENDS 103
10.4.1 PRODUCT LAUNCHES AND APPROVALS 103
10.4.2 ACQUISITIONS 103
10.4.3 OTHER STRATEGIES 104

11 COMPANY PROFILES 105
(Business Overview, Products Offered, Recent Developments, MnM View)*
11.1 MICROSOFT 105
11.2 NVIDIA 107
11.3 INTEL 110
11.4 XILINX 114
11.5 IBM 117
11.6 GOOGLE (A SUBSIDIARY OF ALPHABET, INC.) 120
11.7 BASLER AG 123
11.8 ARTERYS, INC. 125
11.9 AICURE 126
11.10 ICAD, INC. 127
*Business Overview, Products Offered, Recent Developments, MnM View might not be captured in case of unlisted companies.

12 APPENDIX 129
12.1 DISCUSSION GUIDE 129
12.2 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 132
12.3 AVAILABLE CUSTOMIZATIONS 134
12.4 RELATED REPORTS 134
12.5 AUTHOR DETAILS 135



List of Figures



FIGURE 1 COMPUTER VISION IN HEALTHCARE: MARKET SEGMENTATION 17
FIGURE 2 RESEARCH DESIGN 20
FIGURE 3 BREAKDOWN OF PRIMARY INTERVIEWS 23
FIGURE 4 BOTTOM-UP APPROACH 25
FIGURE 5 TOP-DOWN APPROACH 25
FIGURE 6 DATA TRIANGULATION METHODOLOGY 26
FIGURE 7 COMPUTER VISION IN HEALTHCARE MARKET, BY PRODUCT & SERVICE, 2018 VS. 2023 (USD MILLION) 28
FIGURE 8 COMPUTER VISION IN HEALTHCARE MARKET, BY APPLICATION 29
FIGURE 9 COMPUTER VISION IN HEALTHCARE MARKET, BY END USER, 2018 (USD MILLION) 30
FIGURE 10 GEOGRAPHICAL SNAPSHOT: COMPUTER VISION IN HEALTHCARE MARKET 31
FIGURE 11 GOVERNMENT INITIATIVES TO INCREASE ADOPTION OF AI-BASED TECHNOLOGIES IS DRIVING THE GROWTH OF THE COMPUTER VISION IN HEALTHCARE MARKET 32
FIGURE 12 SERVICES SEGMENT TO REGISTER THE HIGHEST GROWTH RATE DURING
THE FORECAST PERIOD 33
FIGURE 13 MEDICAL IMAGING & DIAGNOSTICS SEGMENT ACCOUNTED FOR THE LARGEST MARKET SHARE IN 2018 34
FIGURE 14 HEALTHCARE PROVIDERS ACCOUNTED FOR THE LARGEST SHARE OF THE MARKET IN 2018 35
FIGURE 15 THE US MARKET IS EXPECTED TO GROW AT THE HIGHEST RATE DURING THE FORECAST PERIOD 36
FIGURE 16 COMPUTER VISION IN HEALTHCARE MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 37
FIGURE 17 SOFTWARE SEGMENT TO DOMINATE THE COMPUTER VISION IN HEALTHCARE MARKET DURING THE FORECAST PERIOD 44
FIGURE 18 MEDICAL IMAGING & DIAGNOSTICS SEGMENT TO DOMINATE THE COMPUTER VISION IN HEALTHCARE MARKET DURING THE FORECAST PERIOD 62
FIGURE 19 HEALTHCARE PROVIDES TO DOMINATE THE COMPUTER VISION IN HEALTHCARE MARKET 69
FIGURE 20 NORTH AMERICA: COMPUTER VISION IN HEALTHCARE MARKET SNAPSHOT 76
FIGURE 21 EUROPE: COMPUTER VISION IN HEALTHCARE MARKET SNAPSHOT 86
FIGURE 22 ASIA: COMPUTER VISION IN HEALTHCARE MARKET SNAPSHOT 91
FIGURE 23 ROW: COMPUTER VISION IN HEALTHCARE MARKET SNAPSHOT 95
FIGURE 24 EXPANSIONS?KEY GROWTH STRATEGY ADOPTED BY MARKET PLAYERS FROM 2015 TO OCTOBER 2018 99
FIGURE 25 COMPETITIVE LEADERSHIP MAPPING OF THE COMPUTER VISION IN
HEALTHCARE MARKET 102
FIGURE 26 MICROSOFT: COMPANY SNAPSHOT (2017) 105
FIGURE 27 NVIDIA: COMPANY SNAPSHOTS (2018) 107
FIGURE 28 INTEL: COMPANY SNAPSHOT (2017) 110
FIGURE 29 XILINX: COMPANY SNAPSHOT (2018) 114
?
FIGURE 30 IBM: COMPANY SNAPSHOT (2017) 117
FIGURE 31 ALPHABET: COMPANY SNAPSHOT (2017) 120
FIGURE 32 BASLER: COMPANY SNAPSHOT (2017) 123
FIGURE 33 ICAD: COMPANY SNAPSHOT (2017) 127

 

List of Tables



TABLE 1 COMPUTER VISION IN HEALTHCARE MARKET, BY PRODUCT & SERVICE 2016–2023 (USD MILLION) 44
TABLE 2 COMPUTER VISION IN HEALTHCARE MARKET FOR SOFTWARE, BY REGION 2016–2023 (USD MILLION) 46
TABLE 3 NORTH AMERICA: COMPUTER VISION IN HEALTHCARE MARKET FOR SOFTWARE, BY COUNTRY, 2016–2023 (USD MILLION) 46
TABLE 4 COMPUTER VISION IN HEALTHCARE MARKET FOR SOFTWARE, BY DEPLOYMENT MODEL, 2016–2023 (USD MILLION) 46
TABLE 5 COMPUTER VISION IN HEALTHCARE MARKET FOR ON-PREMISE SOLUTIONS BY REGION, 2016–2023 (USD MILLION) 47
TABLE 6 NORTH AMERICA: COMPUTER VISION IN HEALTHCARE MARKET FOR ON-PREMISE SOLUTIONS, BY COUNTRY, 2016–2023 (USD MILLION) 48
TABLE 7 COMPUTER VISION IN HEALTHCARE MARKET FOR CLOUD-BASED SOLUTIONS BY REGION, 2016–2023 (USD MILLION) 49
TABLE 8 NORTH AMERICA: COMPUTER VISION IN HEALTHCARE MARKET FOR CLOUD-BASED SOLUTIONS, BY COUNTRY, 2016–2023 (USD MILLION) 49
TABLE 9 COMPUTER VISION IN HEALTHCARE MARKET FOR HARDWARE, BY TYPE 2016–2023 (USD MILLION) 50
TABLE 10 COMPUTER VISION IN HEALTHCARE MARKET FOR HARDWARE, BY REGION 2016–2023 (USD MILLION) 50
TABLE 11 NORTH AMERICA: COMPUTER VISION IN HEALTHCARE MARKET FOR HARDWARE, BY COUNTRY, 2016–2023 (USD MILLION) 51
TABLE 12 COMPUTER VISION IN HEALTHCARE MARKET FOR PROCESSORS, BY TYPE 2016–2023 (USD MILLION) 51
TABLE 13 COMPUTER VISION IN HEALTHCARE MARKET FOR PROCESSORS, BY REGION, 2016–2023 (USD MILLION) 52
TABLE 14 NORTH AMERICA: COMPUTER VISION IN HEALTHCARE MARKET FOR PROCESSORS, BY COUNTRY, 2016–2023 (USD MILLION) 52
TABLE 15 COMPUTER VISION IN HEALTHCARE MARKET FOR CPUS, BY REGION 2016–2023 (USD MILLION) 53
TABLE 16 COMPUTER VISION IN HEALTHCARE MARKET FOR GPUS, BY REGION 2016–2023 (USD MILLION) 54
TABLE 17 COMPUTER VISION IN HEALTHCARE MARKET FOR FPGAS, BY REGION 2016–2023 (USD MILLION) 54
TABLE 18 COMPUTER VISION IN HEALTHCARE MARKET FOR ASICS, BY REGION 2016–2023 (USD MILLION) 55
TABLE 19 COMPUTER VISION IN HEALTHCARE MARKET FOR VPUS, BY REGION 2016–2023 (USD MILLION) 56
TABLE 20 COMPUTER VISION IN HEALTHCARE MARKET FOR MEMORY DEVICES, BY REGION, 2016–2023 (USD MILLION) 57
TABLE 21 NORTH AMERICA: COMPUTER VISION IN HEALTHCARE MARKET FOR MEMORY DEVICES, BY COUNTRY, 2016–2023 (USD MILLION) 57
TABLE 22 COMPUTER VISION IN HEALTHCARE MARKET FOR NETWORKS, BY REGION 2016–2023 (USD MILLION) 58
TABLE 23 NORTH AMERICA: COMPUTER VISION IN HEALTHCARE MARKET FOR NETWORKS, BY COUNTRY, 2016–2023 (USD MILLION) 58
TABLE 24 COMPUTER VISION IN HEALTHCARE MARKET FOR SERVICES, BY REGION 2016–2023 (USD MILLION) 60
TABLE 25 NORTH AMERICA: COMPUTER VISION IN HEALTHCARE MARKET FOR SERVICES BY COUNTRY, 2016–2023 (USD MILLION) 60
TABLE 26 COMPUTER VISION IN HEALTHCARE MARKET, BY APPLICATION 2016–2023 (USD MILLION) 62
TABLE 27 COMPUTER VISION IN HEALTHCARE MARKET FOR MEDICAL IMAGING & DIAGNOSTICS, BY REGION, 2016–2023 (USD MILLION) 63
TABLE 28 NORTH AMERICA: COMPUTER VISION IN HEALTHCARE MARKET FOR MEDICAL IMAGING & DIAGNOSTICS, BY COUNTRY, 2016–2023 (USD MILLION) 64
TABLE 29 COMPUTER VISION IN HEALTHCARE MARKET FOR SURGERIES, BY REGION 2016–2023 (USD MILLION) 65
TABLE 30 NORTH AMERICA: COMPUTER VISION IN HEALTHCARE MARKET FOR SURGERIES, BY COUNTRY, 2016–2023 (USD MILLION) 65
TABLE 31 COMPUTER VISION IN HEALTHCARE MARKET FOR OTHER APPLICATIONS BY REGION, 2016–2023 (USD MILLION) 66
TABLE 32 NORTH AMERICA: COMPUTER VISION IN HEALTHCARE MARKET FOR OTHER APPLICATIONS, BY COUNTRY, 2016–2023 (USD MILLION) 67
TABLE 33 COMPUTER VISION IN HEALTHCARE MARKET, BY END USER 2016–2023 (USD MILLION) 69
TABLE 34 COMPUTER VISION IN HEALTHCARE MARKET FOR HEALTHCARE PROVIDERS BY REGION, 2016–2023 (USD MILLION) 70
TABLE 35 NORTH AMERICA: COMPUTER VISION IN HEALTHCARE MARKET FOR HEALTHCARE PROVIDERS, BY COUNTRY, 2016–2023 (USD MILLION) 71
TABLE 36 COMPUTER VISION IN HEALTHCARE MARKET FOR DIAGNOSTIC CENTERS BY REGION, 2016–2023 (USD MILLION) 72
TABLE 37 NORTH AMERICA: COMPUTER VISION IN HEALTHCARE MARKET FOR DIAGNOSTIC CENTERS, BY COUNTRY, 2016–2023 (USD MILLION) 72
TABLE 38 COMPUTER VISION IN HEALTHCARE MARKET FOR OTHER END USERS, BY REGION, 2016–2023 (USD MILLION) 73
TABLE 39 NORTH AMERICA: COMPUTER VISION IN HEALTHCARE MARKET FOR OTHER END USERS, BY COUNTRY, 2016–2023 (USD MILLION) 73
TABLE 40 COMPUTER VISION IN HEALTHCARE MARKET, BY REGION 2016–2023 (USD MILLION) 75
TABLE 41 NORTH AMERICA: COMPUTER VISION IN HEALTHCARE MARKET, BY COUNTRY, 2016–2023 (USD MILLION) 77
TABLE 42 NORTH AMERICA: COMPUTER VISION IN HEALTHCARE MARKET, BY PRODUCT & SERVICE, 2016–2023 (USD MILLION) 77
TABLE 43 NORTH AMERICA: COMPUTER VISION IN HEALTHCARE MARKET FOR SOFTWARE, BY DEPLOYMENT MODEL, 2016–2023 (USD MILLION) 77
TABLE 44 NORTH AMERICA: COMPUTER VISION IN HEALTHCARE MARKET FOR HARDWARE, BY TYPE, 2016–2023 (USD MILLION) 78
TABLE 45 NORTH AMERICA: COMPUTER VISION IN HEALTHCARE MARKET FOR PROCESSORS, BY TYPE, 2016–2023 (USD MILLION) 78
TABLE 46 NORTH AMERICA: COMPUTER VISION IN HEALTHCARE MARKET, BY APPLICATION, 2016–2023 (USD MILLION) 79
TABLE 47 NORTH AMERICA: COMPUTER VISION IN HEALTHCARE MARKET, BY END USER, 2016–2023 (USD MILLION) 79
TABLE 48 US: COMPUTER VISION IN HEALTHCARE MARKET, BY PRODUCT & SERVICE 2016–2023 (USD MILLION) 80
TABLE 49 US: COMPUTER VISION IN HEALTHCARE MARKET FOR SOFTWARE BY DEPLOYMENT MODEL, 2016–2023 (USD MILLION) 80
TABLE 50 US: COMPUTER VISION IN HEALTHCARE MARKET FOR HARDWARE, BY TYPE, 2016–2023 (USD MILLION) 81
TABLE 51 US: COMPUTER VISION IN HEALTHCARE MARKET FOR PROCESSORS BY TYPE, 2016–2023 (USD MILLION) 81
TABLE 52 US: COMPUTER VISION IN HEALTHCARE MARKET, BY APPLICATION 2016–2023 (USD MILLION) 82
TABLE 53 US: COMPUTER VISION IN HEALTHCARE MARKET, BY END USER 2016–2023 (USD MILLION) 82
TABLE 54 CANADA: COMPUTER VISION IN HEALTHCARE MARKET, BY PRODUCT & SERVICE, 2016–2023 (USD MILLION) 83
TABLE 55 CANADA: COMPUTER VISION IN HEALTHCARE MARKET FOR SOFTWARE BY DEPLOYMENT MODEL, 2016–2023 (USD MILLION) 83
TABLE 56 CANADA: COMPUTER VISION IN HEALTHCARE MARKET FOR HARDWARE BY TYPE, 2016–2023 (USD MILLION) 83
TABLE 57 CANADA: COMPUTER VISION IN HEALTHCARE MARKET FOR PROCESSORS BY TYPE, 2016–2023 (USD MILLION) 84
TABLE 58 CANADA: COMPUTER VISION IN HEALTHCARE MARKET, BY APPLICATION 2016–2023 (USD MILLION) 84
TABLE 59 CANADA: COMPUTER VISION IN HEALTHCARE MARKET, BY END USER 2016–2023 (USD MILLION) 85
TABLE 60 EUROPE: COMPUTER VISION IN HEALTHCARE MARKET, BY PRODUCT & SERVICE, 2016–2023 (USD MILLION) 87
TABLE 61 EUROPE: COMPUTER VISION IN HEALTHCARE MARKET FOR SOFTWARE BY DEPLOYMENT MODEL, 2016–2023 (USD MILLION) 87
TABLE 62 EUROPE: COMPUTER VISION IN HEALTHCARE MARKET FOR HARDWARE, BY TYPE, 2016–2023 (USD MILLION) 87
TABLE 63 EUROPE: COMPUTER VISION IN HEALTHCARE MARKET FOR PROCESSORS BY TYPE, 2016–2023 (USD MILLION) 88
TABLE 64 EUROPE: COMPUTER VISION IN HEALTHCARE MARKET, BY APPLICATION 2016–2023 (USD MILLION) 88
TABLE 65 EUROPE: COMPUTER VISION IN HEALTHCARE MARKET, BY END USER 2016–2023 (USD MILLION) 89
TABLE 66 ASIA: COMPUTER VISION IN HEALTHCARE MARKET, BY PRODUCT & SERVICE, 2016–2023 (USD MILLION) 92
TABLE 67 ASIA: COMPUTER VISION IN HEALTHCARE MARKET FOR SOFTWARE BY DEPLOYMENT MODEL, 2016–2023 (USD MILLION) 92
TABLE 68 ASIA: COMPUTER VISION IN HEALTHCARE MARKET FOR HARDWARE BY TYPE, 2016–2023 (USD MILLION) 92
TABLE 69 ASIA: COMPUTER VISION IN HEALTHCARE MARKET FOR PROCESSORS BY TYPE, 2016–2023 (USD MILLION) 93
TABLE 70 ASIA: COMPUTER VISION IN HEALTHCARE MARKET, BY APPLICATION 2016–2023 (USD MILLION) 93
TABLE 71 ASIA: COMPUTER VISION IN HEALTHCARE MARKET, BY END USER 2016–2023 (USD MILLION) 94
TABLE 72 ROW: COMPUTER VISION IN HEALTHCARE MARKET, BY PRODUCT & SERVICE, 2016–2023 (USD MILLION) 96
TABLE 73 ROW: COMPUTER VISION IN HEALTHCARE MARKET FOR SOFTWARE BY DEPLOYMENT MODEL, 2016–2023 (USD MILLION) 96
TABLE 74 ROW: COMPUTER VISION IN HEALTHCARE MARKET FOR HARDWARE, BY TYPE, 2016–2023 (USD MILLION) 96
TABLE 75 ROW: COMPUTER VISION IN HEALTHCARE MARKET FOR PROCESSORS, BY TYPE, 2016–2023 (USD MILLION) 97
TABLE 76 ROW: COMPUTER VISION IN HEALTHCARE MARKET, BY APPLICATION 2016–2023 (USD MILLION) 97
TABLE 77 ROW: COMPUTER VISION IN HEALTHCARE MARKET, BY END USER 2016–2023 (USD MILLION) 98
TABLE 78 COMPUTER VISION IN HEALTHCARE MARKET PLAYER RANKING, 2018 100
TABLE 79 PRODUCT LAUNCHES & APPROVALS, 2016–2018 103
TABLE 80 ACQUISITIONS, 2015–2018 103
TABLE 81 OTHER STRATEGIES, 2015–2018 104