Computer Vision in Healthcare Market by Product & Service (Software (On premise, Cloud), Hardware, Memory, Network), Application (Medical Imaging, Surgery), & End User (Health Care Provider, Diagnostic Center) - Forecasts to 2023

1.1 Objectives Of The Study
1.2 Market Definition
1.3 Market Scope
1.3.1 Markets Covered
1.3.2 Years Considered For The Study
1.4 Currency
1.5 Limitations
1.6 Stakeholders

2.1 Research Data
2.1.1 Secondary Sources
2.1.1.1 Key Data From Secondary Sources
2.1.2 Primary Sources
2.1.2.1 Key Data From Primary Sources
2.1.2.2 Key Industry Insights
2.2 Market Size Estimation
2.3 Market Breakdown And Data Triangulation
2.4 Market Share Estimation
2.5 Assumptions For The Study

4.1 Computer Vision In Healthcare: Market Overview
4.2 Computer Vision In Healthcare Market, By Product & Service, 2018 Vs. 2023 (USD Million)
4.3 Computer Vision In Healthcare Market, By Application, 2018–2023 (USD Million)
4.4 Computer Vision In Healthcare Market Share, By End User And Region, 2018
4.5 Computer Vision In Healthcare Market: Geographic Growth Opportunities

5.1 Introduction
5.2 Market Dynamics
5.2.1 Drivers
5.2.1.1 Increasing Demand For Computer Vision Systems In The Healthcare Industry
5.2.1.2 Government Initiatives To Increase The Adoption Of AI-Based Technologies
5.2.1.3 Big Data In Healthcare
5.2.1.4 Use Of Computer Vision In Precision Medicine
5.2.2 Restraints
5.2.2.1 Reluctance Of Medical Practitioners To Adopt AI-Based Technologies
5.2.2.2 Lack Of Awareness And Technical Knowledge
5.2.3 Opportunities
5.2.3.1 Cloud-Based Healthcare Computer Vision Solutions
5.2.3.2 Unexplored Applications
5.2.4 Challenges
5.2.4.1 Rising Security Concerns Related To Cloud-Based Image Processing And Analytics
5.2.4.2 Lack Of Curated Data

6.1 Introduction
6.2 Software
6.2.1 On-Premise Solutions
6.2.1.1 Greater Control And Security Offered By On-Premise Solutions To Drive The Adoption Of These Solutions By Healthcare Organizations
6.2.2 Cloud-Based Solutions
6.2.2.1 Factors Such As Ease Of Use, Affordability, And Reliability Have Ensured The High Growth Of The Cloud-Based Solutions Market
6.3 Hardware
6.3.1 Processors
6.3.1.1 CPUs
6.3.1.1.1 High Demand For CPUs Across The Globe To Drive Market Growth
6.3.1.2 GPUs
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
6.3.1.3 FPGAs
6.3.1.3.1 Advantages Such As Rapid Prototyping, Shorter Time-To-Market, Reprogram Ability, And Longevity To Drive Growth In This Segment
6.3.1.4 ASICs
6.3.1.4.1 High Affordability And Improved Performance Are Key Advantages Of ASICs Promoting Market Growth
6.3.1.5 VPUs
6.3.1.5.1 Advantages Of VPUs In Accelerating Computer Vision Tasks To Drive Market Growth
6.3.2 Memory Devices
6.3.2.1 High-Bandwidth Memory (HBM) Is A Specialized, Vertically Stacked DRAMIntegrated With Processors To Increase Speed While Reducing Latency, Power, And Size-Key Factors Driving Growth
6.3.3 Networks
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
6.4 Services
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

7.1 Introduction
7.2 Medical Imaging & Diagnostics
7.2.1 Medical Imaging & Diagnostics Is The Largest Application Segment Of The Computer Vision In Healthcare Market
7.3 Surgeries
7.3.1 Computer Vision Improves Surgeons’ Recognition Capacity, Helping Them Make Decisions During Complicated Surgeries
7.4 Other Applications

8.1 Introduction
8.2 Healthcare Providers
8.2.1 Healthcare Providers Form The Largest End-User Segment Of The Computer Vision In Healthcare Market
8.3 Diagnostic Centers
8.3.1 High Data Generation In This Sector Will Necessitate Use Of Computer Vision Solutions
8.4 Other End Users

9.1 Introduction
9.2 North America
9.2.1 US
9.2.1.1 Rising Volume Of Medical Imaging Data Estimated To Be A Major Factor Driving Market Growth In The Us
9.2.2 Canada
9.2.2.1 Increasing Government Funding For The Adoption Of AI In The Healthcare Sector To Drive Market Growth In Canada
9.3 Europe
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
9.4 Asia
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
9.5 RoW

10.1 Overview
10.2 Market Player Ranking
10.3 Competitive Leadership Mapping
10.3.1 Vanguards
10.3.2 Dynamic Differentiators
10.3.3 Innovators
10.3.4 Emerging Players
10.4 Competitive Situation And Trends
10.4.1 Product Launches And Approvals
10.4.2 Acquisitions
10.4.3 Other Strategies

11.1 Microsoft
11.2 nVidia
11.3 Intel
11.4 Xilinx
11.5 IBM
11.6 Google (A Subsidiary Of Alphabet, Inc.)
11.7 Basler AG
11.8 Arterys, Inc.
11.9 Aicure
11.10 ICAD, Inc.

12.1 Discussion Guide
12.2 Knowledge Store: Subscription Portal
12.3 Available Customizations
12.4 Related Reports
12.5 Author Details

Table 1 Computer Vision In Healthcare Market, By Product & Service,2016–2023 (USD Million)
Table 2 Computer Vision In Healthcare Market For Software, By Region,2016–2023 (USD Million)
Table 3 North America: Computer Vision In Healthcare Market For Software, By Country, 2016–2023 (USD Million)
Table 4 Computer Vision In Healthcare Market For Software, By Deployment Model, 2016–2023 (USD Million)
Table 5 Computer Vision In Healthcare Market For On-Premise Solutions,By Region, 2016–2023 (USD Million)
Table 6 North America: Computer Vision In Healthcare Market For On-Premise Solutions, By Country, 2016–2023 (USD Million)
Table 7 Computer Vision In Healthcare Market For Cloud-Based Solutions,By Region, 2016–2023 (USD Million)
Table 8 North America: Computer Vision In Healthcare Market For Cloud-Based Solutions, By Country, 2016–2023 (USD Million)
Table 9 Computer Vision In Healthcare Market For Hardware, By Type,2016–2023 (USD Million)
Table 10 Computer Vision In Healthcare Market For Hardware, By Region,2016–2023 (USD Million)
Table 11 North America: Computer Vision In Healthcare Market For Hardware, By Country, 2016–2023 (USD Million)
Table 12 Computer Vision In Healthcare Market For Processors, By Type,2016–2023 (USD Million)
Table 13 Computer Vision In Healthcare Market For Processors, By Region, 2016–2023 (USD Million)
Table 14 North America: Computer Vision In Healthcare Market For Processors, By Country, 2016–2023 (USD Million)
Table 15 Computer Vision In Healthcare Market For Cpus, By Region,2016–2023 (USD Million)
Table 16 Computer Vision In Healthcare Market For Gpus, By Region,2016–2023 (USD Million)
Table 17 Computer Vision In Healthcare Market For Fpgas, By Region,2016–2023 (USD Million)
Table 18 Computer Vision In Healthcare Market For Asics, By Region,2016–2023 (USD Million)
Table 19 Computer Vision In Healthcare Market For Vpus, By Region,2016–2023 (USD Million)
Table 20 Computer Vision In Healthcare Market For Memory Devices, By Region, 2016–2023 (USD Million)
Table 21 North America: Computer Vision In Healthcare Market For Memory Devices, By Country, 2016–2023 (USD Million)
Table 22 Computer Vision In Healthcare Market For Networks, By Region,2016–2023 (USD Million)
Table 23 North America: Computer Vision In Healthcare Market For Networks, By Country, 2016–2023 (USD Million)
Table 24 Computer Vision In Healthcare Market For Services, By Region,2016–2023 (USD Million)
Table 25 North America: Computer Vision In Healthcare Market For Services, Country, 2016–2023 (USD Million)
Table 26 Computer Vision In Healthcare Market, By Application,2016–2023 (USD Million)
Table 27 Computer Vision In Healthcare Market For Medical Imaging & Diagnostics, By Region, 2016–2023 (USD Million)
Table 28 North America: Computer Vision In Healthcare Market For Medical Imaging & Diagnostics, By Country, 2016–2023 (USD Million)
Table 29 Computer Vision In Healthcare Market For Surgeries, By Region,2016–2023 (USD Million)
Table 30 North America: Computer Vision In Healthcare Market For Surgeries, By Country, 2016–2023 (USD Million)
Table 31 Computer Vision In Healthcare Market For Other Applications,By Region, 2016–2023 (USD Million)
Table 32 North America: Computer Vision In Healthcare Market For Other Applications, By Country, 2016–2023 (USD Million)
Table 33 Computer Vision In Healthcare Market, By End User,2016–2023 (USD Million)
Table 34 Computer Vision In Healthcare Market For Healthcare Providers,By Region, 2016–2023 (USD Million)
Table 35 North America: Computer Vision In Healthcare Market For Healthcare Providers, By Country, 2016–2023 (USD Million)
Table 36 Computer Vision In Healthcare Market For Diagnostic Centers,By Region, 2016–2023 (USD Million)
Table 37 North America: Computer Vision In Healthcare Market For Diagnostic Centers, By Country, 2016–2023 (USD Million)
Table 38 Computer Vision In Healthcare Market For Other End Users, By Region, 2016–2023 (USD Million)
Table 39 North America: Computer Vision In Healthcare Market For Other End Users, By Country, 2016–2023 (USD Million)
Table 40 Computer Vision In Healthcare Market, By Region,2016–2023 (USD Million)
Table 41 North America: Computer Vision In Healthcare Market, By Country, 2016–2023 (USD Million)
Table 42 North America: Computer Vision In Healthcare Market, By Product & Service, 2016–2023 (USD Million)
Table 43 North America: Computer Vision In Healthcare Market For Software, By Deployment Model, 2016–2023 (USD Million)
Table 44 North America: Computer Vision In Healthcare Market For Hardware, By Type, 2016–2023 (USD Million)
Table 45 North America: Computer Vision In Healthcare Market For Processors, By Type, 2016–2023 (USD Million)
Table 46 North America: Computer Vision In Healthcare Market, By Application, 2016–2023 (USD Million)
Table 47 North America: Computer Vision In Healthcare Market, By End User, 2016–2023 (USD Million)
Table 48 US: Computer Vision In Healthcare Market, By Product & Service,2016–2023 (USD Million)
Table 49 US: Computer Vision In Healthcare Market For Software, Deployment Model, 2016–2023 (USD Million)
Table 50 US: Computer Vision In Healthcare Market For Hardware, By Type, 2016–2023 (USD Million)
Table 51 US: Computer Vision In Healthcare Market For Processors, Type, 2016–2023 (USD Million)
Table 52 US: Computer Vision In Healthcare Market, By Application,2016–2023 (USD Million)
Table 53 US: Computer Vision In Healthcare Market, By End User,2016–2023 (USD Million)
Table 54 Canada: Computer Vision In Healthcare Market, By Product & Service, 2016–2023 (USD Million)
Table 55 Canada: Computer Vision In Healthcare Market For Software, Deployment Model, 2016–2023 (USD Million)
Table 56 Canada: Computer Vision In Healthcare Market For Hardware, Type, 2016–2023 (USD Million)
Table 57 Canada: Computer Vision In Healthcare Market For Processors, Type, 2016–2023 (USD Million)
Table 58 Canada: Computer Vision In Healthcare Market, By Application,2016–2023 (USD Million)
Table 59 Canada: Computer Vision In Healthcare Market, By End User,2016–2023 (USD Million)
Table 60 Europe: Computer Vision In Healthcare Market, By Product & Service, 2016–2023 (USD Million)
Table 61 Europe: Computer Vision In Healthcare Market For Software, Deployment Model, 2016–2023 (USD Million)
Table 62 Europe: Computer Vision In Healthcare Market For Hardware, By Type, 2016–2023 (USD Million)
Table 63 Europe: Computer Vision In Healthcare Market For Processors, Type, 2016–2023 (USD Million)
Table 64 Europe: Computer Vision In Healthcare Market, By Application,2016–2023 (USD Million)
Table 65 Europe: Computer Vision In Healthcare Market, By End User,2016–2023 (USD Million)
Table 66 Asia: Computer Vision In Healthcare Market, By Product & Service, 2016–2023 (USD Million)
Table 67 Asia: Computer Vision In Healthcare Market For Software, Deployment Model, 2016–2023 (USD Million)
Table 68 Asia: Computer Vision In Healthcare Market For Hardware, Type, 2016–2023 (USD Million)
Table 69 Asia: Computer Vision In Healthcare Market For Processors, Type, 2016–2023 (USD Million)
Table 70 Asia: Computer Vision In Healthcare Market, By Application,2016–2023 (USD Million)
Table 71 Asia: Computer Vision In Healthcare Market, By End User,2016–2023 (USD Million)
Table 72 RoW: Computer Vision In Healthcare Market, By Product & Service, 2016–2023 (USD Million)
Table 73 RoW: Computer Vision In Healthcare Market For Software, Deployment Model, 2016–2023 (USD Million)
Table 74 RoW: Computer Vision In Healthcare Market For Hardware, By Type, 2016–2023 (USD Million)
Table 75 RoW: Computer Vision In Healthcare Market For Processors, By Type, 2016–2023 (USD Million)
Table 76 RoW: Computer Vision In Healthcare Market, By Application,2016–2023 (USD Million)
Table 77 RoW: Computer Vision In Healthcare Market, By End User,2016–2023 (USD Million)
Table 78 Computer Vision In Healthcare Market Player Ranking, 2018
Table 79 Product Launches & Approvals, 2016–2018
Table 80 Acquisitions, 2015–2018
Table 81 Other Strategies, 2015–2018

Figure 1 Computer Vision In Healthcare: Market Segmentation
Figure 2 Research Design
Figure 3 Breakdown Of Primary Interviews
Figure 4 Bottom-Up Approach
Figure 5 Top-Down Approach
Figure 6 Data Triangulation Methodology
Figure 7 Computer Vision In Healthcare Market, By Product & Service, 2018 Vs. 2023 (USD Million)
Figure 8 Computer Vision In Healthcare Market, By Application
Figure 9 Computer Vision In Healthcare Market, By End User, 2018 (USD Million)
Figure 10 Geographical Snapshot: Computer Vision In Healthcare Market
Figure 11 Government Initiatives To Increase Adoption Of AI-Based Technologies Is Driving The Growth Of The Computer Vision In Healthcare Market
Figure 12 Services Segment To Register The Highest Growth Rate During The Forecast Period
Figure 13 Medical Imaging & Diagnostics Segment Accounted For The Largest Market Share In 2018
Figure 14 Healthcare Providers Accounted For The Largest Share Of The Market In 2018
Figure 15 The US Market Is Expected To Grow At The Highest Rate During The Forecast Period
Figure 16 Computer Vision In Healthcare Market: Drivers, Restraints, Opportunities, And Challenges
Figure 17 Software Segment To Dominate The Computer Vision In Healthcare Market During The Forecast Period
Figure 18 Medical Imaging & Diagnostics Segment To Dominate The Computer Vision In Healthcare Market During The Forecast Period
Figure 19 Healthcare Provides To Dominate The Computer Vision In Healthcare Market
Figure 20 North America: Computer Vision In Healthcare Market Snapshot
Figure 21 Europe: Computer Vision In Healthcare Market Snapshot
Figure 22 Asia: Computer Vision In Healthcare Market Snapshot
Figure 23 RoW: Computer Vision In Healthcare Market Snapshot
Figure 24 Expansions - Key Growth Strategy Adopted By Market Players From 2015 To October 2018
Figure 25 Competitive Leadership Mapping Of The Computer Vision In Healthcare Market
Figure 26 Microsoft: Company Snapshot (2017)
Figure 27 Nvidia: Company Snapshots (2018)
Figure 28 Intel: Company Snapshot (2017)
Figure 29 Xilinx: Company Snapshot (2018)
Figure 30 IBM: Company Snapshot (2017)
Figure 31 Alphabet: Company Snapshot (2017)
Figure 32 Basler: Company Snapshot (2017)
Figure 33 ICAD: Company Snapshot (2017)