Table Of Contents
1 Introduction
1.1 Study Objectives
1.2 Market Definition
1.2.1 Inclusions And Exclusions
1.3 Study Scope
1.3.1 Markets Covered
1.3.2 Years Considered
1.4 Currency
1.5 Stakeholders
2 Research Methodology
2.1 Research Data
2.1.1 Secondary And Primary Research
2.1.1.1 Key Industry Insights
2.1.2 Secondary Data
2.1.2.1 List Of Major Secondary Sources
2.1.2.2 Secondary Sources
2.1.3 Primary Data
2.1.3.1 Primary Interviews With Experts
2.1.3.2 Breakdown Of Primaries
2.1.3.3 Key Data From Primary Sources
2.2 Market Size Estimation
2.2.1 Bottom-Up Approach
2.2.1.1 Estimating Market Size By Bottom-Up Approach (Demand Side)
2.2.2 Top-Down Approach
2.2.2.1 Estimating Market Size By Top-Down Approach (Supply Side)
2.3 Market Breakdown And Data Triangulation
2.4 Research Assumptions
3 Executive Summary
3.1 Covid-19 Impact Analysis: Ai In Healthcare Market
3.1.1 Pre-Covid-19 Scenario
3.1.2 Realistic Scenario
3.1.3 Optimistic Scenario
3.1.4 Pessimistic Scenario
4 Premium Insights
4.1 Attractive Opportunities In Ai In Healthcare Market
4.2 Ai In Healthcare Market, By Offering
4.3 Ai In Healthcare Market, By Technology
4.4 Europe: Ai In Healthcare Market, By End User And Country
4.5 Ai In Healthcare Market, By Country
5 Market Overview
5.1 Introduction
5.2 Market Dynamics
5.2.1 Drivers
5.2.1.1 Influx Of Large And Complex Healthcare Datasets
5.2.1.2 Growing Need To Reduce Healthcare Costs
5.2.1.3 Improving Computing Power And Declining Hardware Cost
5.2.1.4 Growing Number Of Cross-Industry Partnerships And Collaborations
5.2.1.5 Rising Need For Improvised Healthcare Services Due To Imbalance Between Health Workforce And Patients
5.2.2 Restraints
5.2.2.1 Reluctance Among Medical Practitioners To Adopt Ai-Based Technologies
5.2.2.2 Lack Of Skilled Ai Workforce And Ambiguous Regulatory Guidelines For Medical Software
5.2.3 Opportunities
5.2.3.1 Growing Potential Of Ai-Based Tools For Elderly Care
5.2.3.2 Increasing Focus On Developing Human-Aware Ai Systems
5.2.3.3 Growing Potential Of Ai-Technology In Genomics, Drug Discovery, And Imaging & Diagnostics To Fight Covid-19
5.2.4 Challenges
5.2.4.1 Lack Of Curated Healthcare Data
5.2.4.2 Concerns Regarding Data Privacy
5.2.4.3 Lack Of Interoperability Between Ai Solutions Offered By Different Vendors
5.3 Value Chain Analysis
5.4 Case Studies
5.4.1 Mayo Clinic’s Center For Individualized Medicine Collaborated With Tempus To Personalize Cancer Treatment
5.4.2 Microsoft Collaborated With Cleveland Clinic To Identify Potential At-Risk Patients Under Icu Care
5.4.3 Nvidia And Massachusetts General Hospital Partnered To Use Artificial Intelligence For Advanced Radiology, Pathology, And Genomics
5.4.4 Microsoft Partnered With Weil Cornell Medicine To Develop Ai-Powered Chatbot
5.4.5 Partners Healthcare And Ge Healthcare Entered Into 10-Year Collaboration For Integrating Ai Across Continuum Of Care
5.4.6 Ultronics, Zebra Medical Vision, Ai2 Incubator, And Fujifilm Sonosite Are Using Ai Platform For Enhancing Medical Imaging Analysis
5.4.7 Numedii, 4quant, And Desktop Genetics To Use Ai For Research And Development
5.4.8 Nuance Launched Dragon Medical Virtual Assistant
5.4.9 Ge Healthcare Launched Command Center For Emergency Rooms And Surgeries
5.4.10 Aiserve Offers Ai Wearable For Blind And Partially Sighted
5.5 Impact Of Covid-19 On Ai In Healthcare Market
6 Artificial Intelligence In Healthcare Market, By Offering
6.1 Introduction
6.2 Hardware
6.2.1 Processor
6.2.1.1 Mpu
6.2.1.2 Gpu
6.2.1.3 Fpga
6.2.1.4 Asic
6.2.2 Memory
6.2.2.1 High-Bandwidth Memory Is Being Developed And Deployed For Ai Applications, Independent Of Its Computing Architecture
6.2.3 Network
6.2.3.1 Nvidia (Us) And Intel (Us) Are Key Providers Of Network Interconnect Adapters For Ai Applications
6.3 Software
6.3.1 Ai Solutions
6.3.1.1 On-Premises
6.3.1.1.1 Data-Sensitive Enterprises Prefer Advanced On-Premises Nlp And Ml Tools For Use In Ai Solutions
6.3.1.2 Cloud
6.3.1.2.1 Cloud Provides Additional Flexibility For Business Operations And Real-Time Deployment Ease To Companies That Are Implementing Real-Time Analytics
6.3.2 Ai Platform
6.3.2.1 Machine Learning Framework
6.3.2.1.1 Major Tech Companies Such As Google, Ibm, And Microsoft Are Developing And Offering Ml Frameworks
6.3.2.2 Application Program Interface (Api)
6.3.2.2.1 Apis Are Used During Programming Of Graphical User Interface (Gui) Components
6.4 Services
6.4.1 Deployment & Integration
6.4.1.1 Need For Deployment And Integration Services For Ai Hardware And Software Solutions Is Supplementing Growth Of This Segment
6.4.2 Support & Maintenance
6.4.2.1 Maintenance Services Are Required To Keep The Performance Of Systems At An Acceptable Standard
7 Artificial Intelligence In Healthcare Market, By Technology
7.1 Introduction
7.2 Machine Learning
7.2.1 Deep Learning
7.2.1.1 Deep Learning Enables Machines To Build Hierarchical Representations
7.2.2 Supervised Learning
7.2.2.1 Classification And Regression Are Major Segments Of Supervised Learning
7.2.3 Reinforcement Learning
7.2.3.1 Reinforcement Learning Allows Systems And Software To Determine Ideal Behavior For Maximizing Performance Of Systems
7.2.4 Unsupervised Learning
7.2.4.1 Unsupervised Learning Includes Clustering Methods Consisting Of Algorithms With Unlabeled Training Data
7.2.5 Others
7.3 Natural Language Processing
7.3.1 Nlp Is Widely Used By Clinical And Research Community In Healthcare
7.4 Context-Aware Computing
7.4.1 Development Of More Sophisticated Hard And Soft Sensors Has Accelerated Growth Of Context-Aware Computing
7.5 Computer Vision
7.5.1 Computer Vision Technology Has Shown Significant Applications In Surgery And Therapy
8 Artificial Intelligence In Healthcare Market, By End-Use Application
8.1 Introduction
8.2 Patient Data And Risk Analysis
8.2.1 Growth In Healthcare Data Has Escalated Use Of Patient Data And Risk Analysis Solutions
8.3 Inpatient Care & Hospital Management
8.3.1 Demand To Reduce Operational Cost In Hospitals To Generate Demand For Ai-Based Inpatient Care And Hospital Management Solutions
8.4 Medical Imaging & Diagnostics
8.4.1 Growth In Medical Imaging Data Has Propelled Use Of Ai In Medical Imaging And Diagnostics Application
8.5 Lifestyle Management & Remote Patient Monitoring
8.5.1 Ai Solutions For Lifestyle Management And Monitoring Help Patients In Making Healthier Lifestyle Changes
8.6 Virtual Assistants
8.6.1 Increasing Demand To Improve Follow-Up Care, Especially For Patients With Chronic Diseases, Is Driving Growth Of Virtual Assistants Segment
8.7 Drug Discovery
8.7.1 Ai Is Expected To Reduce Time And Cost Involved In Drug Discovery
8.8 Research
8.8.1 Use Of Ai Algorithms By Bioinformatics Researchers For Database Classification And Mining Drives Adoption Of Ai In Research
8.9 Healthcare Assistance Robots
8.9.1 Healthcare Assistance Robots Have Been Adopted In Several Areas That Directly Affect Patient Care
8.10 Precision Medicine
8.10.1 Ai Is Expected To Fulfil Demand For Personalized Treatment Plans For Patients Administered With Precision Medicine
8.11 Emergency Room & Surgery
8.11.1 Limited Workforce In Emergency Rooms And Demand To Support Clinicians With Surgical Data To Drive Growth Of Ai In Emergency Room And Surgery
8.12 Wearables
8.12.1 Wearable Devices Are Clinically Useful For Improving Real-Time Monitoring Of Patients
8.13 Mental Health
8.13.1 Global Increase In Mental Disorders Is Key Supporting Factor For Growing Use Of Ai In Mental Health Application
8.14 Cybersecurity
8.14.1 Ai In Healthcare Cybersecurity Is Becoming Critical For Protecting Onsite Systems
9 Artificial Intelligence In Healthcare Market, By End User
9.1 Introduction
9.2 Hospitals And Healthcare Providers
9.2.1 Ai Can Be Utilized To Predict And Prevent Readmissions, And Improve Operations Of Hospitals And Care Providers
9.3 Patients
9.3.1 Smartphone Applications And Wearables To Drive Adoption Of Ai Among Patients
9.4 Pharmaceuticals & Biotechnology Companies
9.4.1 Applications Such As Drug Discovery, Precision Medicine, And Research Are Expected To Drive Use Of Ai By Pharmaceuticals And Biotechnology Companies
9.5 Healthcare Payers
9.5.1 Healthcare Payers Use Ai Tools Mainly For Managing Risks, Identifying Claims Trends, And Maximizing Payment Accuracy
9.6 Others
9.6.1 Patient Data And Risk Analysis, And Healthcare Assistance Robots To Drive Use Of Ai By Acos And Mcos
10 Artificial Intelligence In Healthcare Market, By Region
10.1 Introduction
10.2 North America
10.2.1 Us
10.2.1.1 High Healthcare Spending To Complement The Growth Of Ai In The Us
10.2.2 Canada
10.2.2.1 Continuous Research On Nlp And Ml Across Research Institutions And Universities In Canada To Propel Ai In Healthcare Market
10.2.3 Mexico
10.2.3.1 Ai-Enabled Devices For The Healthcare Sector Have Been Gaining Traction In Mexico
10.3 Europe
10.3.1 Germany
10.3.1.1 Government Initiatives To Expedite Ai Development Supporting Ai In Healthcare Market Growth In Germany
10.3.2 Uk
10.3.2.1 Adoption Of Ai In Drug Discovery Space Is Fueling Growth Of Ai In Healthcare Market In Uk
10.3.3 France
10.3.3.1 Government Endeavors To Develop Healthcare It In France Is Likely To Support Ai In Healthcare Market
10.3.4 Italy
10.3.4.1 Development Of Electronic Health Records And Aging Population Is Driving Market Growth In Italy
10.3.5 Spain
10.3.5.1 Growing Awareness Of Ai In Spain Is Favoring Ai In Healthcare Market Growth
10.3.6 Rest Of Europe
10.4 Asia Pacific
10.4.1 China
10.4.1.1 Concrete Government Measures To Accelerate Ai Development Is Fueling Ai In Healthcare Market Growth In China
10.4.2 Japan
10.4.2.1 Ai Application To Expedite Drug Discovery Is Motivating Growth Of Ai In Healthcare Market In Japan
10.4.3 South Korea
10.4.3.1 Quality Healthcare Services And Rapid Expansion Of Medical Insurance Coverage Is Motivating Growth Of Ai In Healthcare Market In South Korea
10.4.4 India
10.4.4.1 Developing It Infrastructure And Ai-Friendly Government Initiatives Supporting Growth Of Ai In Healthcare Market In India
10.4.5 Rest Of Asia Pacific
10.5 Rest Of The World
10.5.1 South America
10.5.1.1 Heavy Investment In Healthcare It Is Driving Growth Of Market In South America
10.5.2 Middle East And Africa
10.5.2.1 Growing Healthcare Expenditure In Middle East And North Africa Is Fostering Growth Of Ai In Healthcare Market
11 Competitive Landscape
11.1 Overview
11.2 Ranking Of Players, 2019
11.3 Competitive Leadership Mapping
11.3.1 Visionary Leaders
11.3.2 Dynamic Differentiators
11.3.3 Innovators
11.3.4 Emerging Companies
11.4 Competitive Scenario
11.4.1 Product Developments And Launches
11.4.2 Collaborations, Partnerships, And Strategic Alliances
11.4.3 Acquisitions & Joint Ventures
12 Company Profiles
(Business Overview, Products Offered, Recent Developments, Swot Analysis & Mnm View)*
12.1 Key Players
12.1.1 Nvidia
12.1.2 Intel
12.1.3 Ibm
12.1.4 Google
12.1.5 Microsoft
12.1.6 General Electric (Ge) Company
12.1.7 Siemens Healthineers (A Strategic Unit Of Siemens Group)
12.1.8 Medtronic
12.1.9 Micron Technology
12.1.10 Amazon Web Services (Aws)
*Details On Business Overview, Products Offered, Recent Developments, Swot Analysis & Mnm View Might Not Be Captured In Case Of Unlisted Companies.
12.2 Right To Win
12.3 Other Major Companies
12.3.1 Johnson & Johnson Services
12.3.2 Koninklijke Philips
12.3.3 General Vision
12.4 Company Profiles, By Application
12.4.1 Patient Data & Risk Analysis
12.4.1.1 Cloudmedx
12.4.1.2 Oncora Medical
12.4.1.3 Anju Life Sciences Software
12.4.1.4 Careskore
12.4.1.5 Linguamatics
12.4.2 Medical Imaging & Diagnostics
12.4.2.1 Enlitic
12.4.2.2 Lunit
12.4.2.3 Curemetrix
12.4.2.4 Qure.Ai
12.4.2.5 Contextvision
12.4.2.6 Caption Health
12.4.2.7 Butterfly Networks
12.4.2.8 Imagia Cybernetics
12.4.3 Precision Medicine
12.4.3.1 Precision Health Ai
12.4.3.2 Cota
12.4.3.3 Fdna
12.4.4 Drug Discovery
12.4.4.1 Recursion Pharmaceuticals
12.4.4.2 Atomwise
12.4.4.3 Deep Genomics
12.4.4.4 Cloud Pharmaceuticals
12.4.5 Lifestyle Management & Monitoring
12.4.5.1 Welltok
12.4.5.2 Vitagene
12.4.5.3 Lucina Health
12.4.6 Virtual Assistants
12.4.6.1 Next It (A Verint Systems Company)
12.4.6.2 Babylon
12.4.6.3 Mdlive
12.4.7 Wearables
12.4.7.1 Magnea
12.4.7.2 Physiq
12.4.7.3 Cyrcadia Health
12.4.8 Emergency Room & Surgery
12.4.8.1 Caresyntax
12.4.8.2 Gauss Surgical
12.4.8.3 Perceive 3d
12.4.8.4 Maxq Ai
12.4.9 Inpatient Care & Hospital Management
12.4.9.1 Qventus
12.4.9.2 Workfusion
12.4.10 Research
12.4.10.1 Icarbonx
12.4.10.2 Desktop Genetics
12.4.11 Cybersecurity
12.4.11.1 Darktrace
12.4.11.2 Cylance
12.4.11.3 Lexisnexis Risk Solutions
12.4.11.4 Securonix
12.4.12 Mental Health
12.4.12.1 Ginger.Io
12.4.12.2 X2ai
12.4.12.3 Biobeats
12.4.13 Healthcare Assistance Robots
12.4.13.1 Pillo
12.4.13.2 Catalia Health
13 Appendix
13.1 Insights From Industry Experts
13.2 Discussion Guide
13.3 Knowledge Store: Marketsandmarkets’ Subscription Portal
13.4 Available Customizations
13.5 Related Reports
13.6 Author Details
List Of Tables
Table 1 Ai In Healthcare Market, By Offering, 2017–2026 (Usd Million)
Table 2 Ai In Healthcare Market, By Hardware, 2017–2026 (Usd Million)
Table 3 Ai In Healthcare Market For Hardware, By Region, 2017–2026 (Usd Million)
Table 4 Ai In Healthcare Market, By Processor, 2017–2026 (Usd Million)
Table 5 Ai In Healthcare Market, By Software, 2017–2026 (Usd Million)
Table 6 Ai In Healthcare Market For Software, By Region, 2017–2026 (Usd Million)
Table 7 Ai In Healthcare Market For Solution, By Deployment, 2017–2026 (Usd Million)
Table 8 Ai In Healthcare Market For Software, By Platform, 2017–2026 (Usd Million)
Table 9 Ai In Healthcare Market, By Services, 2017–2026 (Usd Million)
Table 10 Ai In Healthcare Market For Services, By Region, 2017–2026 (Usd Million)
Table 11 Ai In Healthcare Market, By Technology, 2017–2026 (Usd Million)
Table 12 Ai In Healthcare Market For Machine Learning, By Type, 2017–2026 (Usd Million)
Table 13 Ai In Healthcare Market For Natural Language Processing, By Type, 2017–2026 (Usd Million)
Table 14 Ai In Healthcare Market For Context-Aware Computing, By Type, 2017–2026 (Usd Million)
Table 15 Ai In Healthcare Market, By End-Use Application, 2017–2026 (Usd Million)
Table 16 Ai In Healthcare Market For Patient Data And Risk Analysis, By Region, 2017–2026 (Usd Million)
Table 17 Ai In Healthcare Market For Patient Data And Risk Analysis, By End User, 2017–2026 (Usd Million)
Table 18 Ai In Healthcare Market For Inpatient Care & Hospital Management, By Region, 2017–2026 (Usd Million)
Table 19 Ai In Healthcare Market For Inpatient Care And Hospital Management, By End User, 2017–2026 (Usd Million)
Table 20 Ai In Healthcare Market For Medical Imaging And Diagnostics, By Region, 2017–2026 (Usd Million)
Table 21 Ai In Healthcare Market For Medical Imaging And Diagnostics, By End User, 2017–2026 (Usd Million)
Table 22 Ai In Healthcare Market For Lifestyle Management & Monitoring, By Region, 2017–2026 (Usd Million)
Table 23 Ai In Healthcare Market For Lifestyle Management & Monitoring, By End User, 2017–2026 (Usd Million)
Table 24 Ai In Healthcare Market For Virtual Assistant, By Region, 2017–2026 (Usd Million)
Table 25 Ai In Healthcare Market For Virtual Assistants, By End User, 2017–2026 (Usd Million)
Table 26 Ai In Healthcare Market For Drug Discovery, By Region, 2017–2026 (Usd Million)
Table 27 Ai In Healthcare Market For Drug Discovery, By End User, 2017–2026 (Usd Million)
Table 28 Ai In Healthcare Market For Research, By Region, 2017–2026 (Usd Million)
Table 29 Ai In Healthcare Market For Research, By End User, 2017–2026 (Usd Million)
Table 30 Ai In Healthcare Market For Healthcare Assistance Robots, By Region, 2017–2026 (Usd Million)
Table 31 Ai In Healthcare Market For Healthcare Assistance Robots, By End User, 2017–2026 (Usd Million)
Table 32 Ai In Healthcare Market For Precision Medicine, By Region, 2017–2026 (Usd Million)
Table 33 Ai In Healthcare Market For Precision Medicine, By End User, 2017–2026 (Usd Million)
Table 34 Ai In Healthcare Market For Emergency Room & Surgery, By Region, 2017–2026 (Usd Million)
Table 35 Ai In Healthcare Market For Emergency Room & Surgery, By End User, 2017–2026 (Usd Million)
Table 36 Ai In Healthcare Market For Wearables, By Region, 2017–2026 (Usd Million)
Table 37 Ai In Healthcare Market For Wearables, By End User, 2017–2026 (Usd Million)
Table 38 Ai In Healthcare Market For Mental Health, By Region, 2017–2026 (Usd Million)
Table 39 Ai In Healthcare Market For Mental Health, By End User, 2017–2026 (Usd Million)
Table 40 Ai In Healthcare Market For Cybersecurity, By Region, 2017–2026 (Usd Million)
Table 41 Ai In Healthcare Market For Cybersecurity, By End User, 2017–2026 (Usd Million)
Table 42 Ai In Healthcare Market, By End User, 2017–2026 (Usd Million)
Table 43 Ai In Healthcare Market For Hospital And Healthcare Providers, By Application, 2017–2026 (Usd Million)
Table 44 Ai In Healthcare Market For Hospitals And Healthcare Providers, By Region, 2017–2026 (Usd Million)
Table 45 Ai In Healthcare Market For Hospitals And Healthcare Providers In North America, By Country, 2017–2026 (Usd Million)
Table 46 Ai In Healthcare Market For Hospitals And Healthcare Providers In Europe, By Country, 2017–2026 (Usd Million)
Table 47 Ai In Healthcare Market For Hospitals And Healthcare Providers In Apac, By Country, 2017–2026 (Usd Million)
Table 48 Ai In Healthcare Market For Hospitals And Healthcare Providers In Row, By Region, 2017–2026 (Usd Million)
Table 49 Ai In Healthcare Market For Patients, By Application, 2017–2026 (Usd Million)
Table 50 Ai In Healthcare Market For Patients, By Region, 2017–2026 (Usd Million)
Table 51 Ai In Healthcare Market For Patients In North America, By Country, 2017–2026 (Usd Million)
Table 52 Ai In Healthcare Market For Patients In Europe, By Country, 2017–2026 (Usd Million)
Table 53 Ai In Healthcare Market For Patients In Apac, By Country, 2017–2026 (Usd Million)
Table 54 Ai In Healthcare Market For Patients In Row, By Region, 2017–2026 (Usd Million)
Table 55 Ai In Healthcare Market For Pharmaceuticals & Biotechnology Companies, By Application, 2017–2026 (Usd Million)
Table 56 Ai In Healthcare Market For Pharmaceuticals & Biotechnology Companies, By Region, 2017–2026 (Usd Million)
Table 57 Ai In Healthcare Market For Pharmaceuticals & Biotechnology Companies In North America, By Country, 2017–2026 (Usd Million)
Table 58 Ai In Healthcare Market For Pharmaceuticals & Biotechnology Companies In Europe, By Country, 2017–2026 (Usd Million)
Table 59 Ai In Healthcare Market For Pharmaceuticals & Biotechnology Companies In Apac, By Country, 2017–2026 (Usd Million)
Table 60 Ai In Healthcare Market For Pharmaceuticals & Biotechnology Companies In Row, By Region, 2017–2026 (Usd Million)
Table 61 Ai In Healthcare Market For Healthcare Payers, By Application, 2017–2026 (Usd Million)
Table 62 Ai In Healthcare Market For Healthcare Payers, By Region, 2017–2026 (Usd Million)
Table 63 Ai In Healthcare Market For Healthcare Payers In North America, By Country, 2017–2026 (Usd Million)
Table 64 Ai In Healthcare Market For Healthcare Payers In Europe, By Country, 2017–2026 (Usd Million)
Table 65 Ai In Healthcare Market For Healthcare Payers In Apac, By Country, 2017–2026 (Usd Million)
Table 66 Ai In Healthcare Market For Healthcare Payers In Row, By Region, 2017–2026 (Usd Million)
Table 67 Ai In Healthcare Market For Others, By Application, 2017–2026 (Usd Million)
Table 68 Ai In Healthcare Market For Others, By Region, 2017–2026 (Usd Million)
Table 69 Ai In Healthcare Market For Others In North America, By Country, 2017–2026 (Usd Million)
Table 70 Ai In Healthcare Market For Others In Europe, By Country, 2017–2026 (Usd Million)
Table 71 Ai In Healthcare Market For Others In Apac, By Country, 2017–2026 (Usd Million)
Table 72 Ai In Healthcare Market For Others In Row, By Region, 2017–2026 (Usd Million)
Table 73 Ai In Healthcare Market, By Region, 2017–2026 (Usd Million)
Table 74 Ai In Healthcare Market In North America, By Country, 2017–2026 (Usd Million)
Table 75 Ai In Healthcare Market In North America, By End User, 2017–2026 (Usd Million)
Table 76 Ai In Healthcare Market In North America, By Offering, 2017–2026 (Usd Million)
Table 77 Ai In Healthcare Market In North America, By Application, 2017–2026 (Usd Million)
Table 78 Ai In Healthcare Market In Us, By End User, 2017–2026 (Usd Million)
Table 79 Ai In Healthcare Market In Canada, By End User, 2017–2026 (Usd Million)
Table 80 Ai In Healthcare Market In Mexico, By End User, 2017–2026 (Usd Million)
Table 81 Ai In Healthcare Market In Europe, By Country, 2017–2026 (Usd Million)
Table 82 Ai In Healthcare Market In Europe, By End User, 2017–2026 (Usd Million)
Table 83 Ai In Healthcare Market In Europe, By Offering, 2017–2026 (Usd Million)
Table 84 Ai In Healthcare Market In Europe, By Application, 2017–2026 (Usd Million)
Table 85 Ai In Healthcare Market In Germany, By End User, 2017–2026 (Usd Million)
Table 86 Ai In Healthcare Market In Uk, By End User, 2017–2026 (Usd Million)
Table 87 Ai In Healthcare Market In France, By End User, 2017–2026 (Usd Million)
Table 88 Ai In Healthcare Market In Italy, By End User, 2017–2026 (Usd Million)
Table 89 Ai In Healthcare Market In Spain, By End User, 2017–2026 (Usd Million)
Table 90 Ai In Healthcare Market In Rest Of Europe, By End User, 2017–2026 (Usd Million)
Table 91 Ai In Healthcare Market In Apac, By Country, 2017–2026 (Usd Million)
Table 92 Ai In Healthcare Market In Apac, By End User, 2017–2026 (Usd Million)
Table 93 Ai In Healthcare Market In Apac, By Offering, 2017–2026 (Usd Million)
Table 94 Ai In Healthcare Market In Apac, By Application, 2017–2026 (Usd Million)
Table 95 Ai In Healthcare Market In China, By End User, 2017–2026 (Usd Million)
Table 96 Ai In Healthcare Market In Japan, By End User, 2017–2026 (Usd Million)
Table 97 Ai In Healthcare Market In South Korea, By End User, 2017–2026 (Usd Million)
Table 98 Ai In Healthcare Market In India, By End User, 2017–2026 (Usd Million)
Table 99 Ai In Healthcare Market In Rest Of Asia Pacific, By End User, 2017–2026 (Usd Million)
Table 100 Ai In Healthcare Market In Row, By Region, 2017–2026 (Usd Million)
Table 101 Ai In Healthcare Market In Row, By End User, 2017–2026 (Usd Million)
Table 102 Ai In Healthcare Market In Row, By Offering, 2017–2026 (Usd Million)
Table 103 Ai In Healthcare Market In Row, By Application, 2017–2026 (Usd Million)
Table 104 Ai In Healthcare Market In South America, By End User, 2017–2026 (Usd Million)
Table 105 Ai In Healthcare Market In Middle East & Africa, By End User, 2017–2026 (Usd Million)
List Of Figures
Figure 1 Artificial Intelligence In Healthcare Market: Research Design
Figure 2 Market Size Estimation Methodology: Approach 1 (Supply Side)—Revenue Generated From Ai In Healthcare Offerings
Figure 3 Market Size Estimation Methodology: Approach 2 Bottom-Up (Supply Side)—Illustration Of Revenue Estimation Of Companies From Sales Of Ai In Healthcare Offering
Figure 4 Market Size Estimation Methodology: Approach 3—Bottom-Up (Demand Side) Estimation Of Size Of Ai In Healthcare Market, By End User
Figure 5 Market Size Estimation Methodology: Bottom-Up Approach
Figure 6 Market Size Estimation Methodology: Top-Down Approach
Figure 7 Data Triangulation
Figure 8 Assumptions For The Research Study
Figure 9 Ai In Healthcare Market, By Offering, 2020 Vs. 2026 (Usd Million)
Figure 10 Ai In Healthcare Market, By Processor, 2020 Vs. 2026 (Usd Million)
Figure 11 Ai In Healthcare Market, By Technology, 2017–2026 (Usd Million)
Figure 12 Ai In Healthcare Market, By Application, 2020 Vs. 2026 (Usd Million)
Figure 13 Ai In Healthcare Market, By End User, 2020 Vs. 2026 (Usd Million)
Figure 14 Ai In Healthcare Market, By Region, 2020
Figure 15 Analyzing Ai In Healthcare Market Scenarios
Figure 16 Availability Of Big Data In Healthcare And Increasing Adoption Of Ai-Based Tools In Healthcare Facilities Are Major Factors Driving Market Growth
Figure 17 Software To Hold Largest Share Of Ai In Healthcare Market During Forecast Period
Figure 18 Ai In Healthcare Market For Machine Learning To Hold Largest Size From 2020 To 2026
Figure 19 Germany Expected To Hold Largest Share Of Ai In Healthcare Market In 2020 In Europe
Figure 20 Us To Hold Largest Share Of Ai In Healthcare Market In 2020
Figure 21 Increasingly Large And Complex Datasets And Growing Demand To Reduce Healthcare Costs Are Driving Market Growth
Figure 22 Types Of Healthcare Breaches Reported To Us Department Of Health And Human Services (2018 To 2020)
Figure 23 Ai In Healthcare Market Value Chain In 2019
Figure 24 Software To Hold Largest Size Of Ai In Healthcare Market During Forecast Period
Figure 25 Ai In Healthcare Processor Market For Gpu To Grow At Highest Cagr During Forecast Period
Figure 26 North America To Hold Largest Share Of Ai In Healthcare Market For Software During Forecast Period
Figure 27 Machine Learning To Hold Largest Share Of Ai In Healthcare Market During Forecast Period
Figure 28 Medical Imaging & Diagnostics To Account For Largest Size Of Ai In Healthcare Market In 2026
Figure 29 North America To Lead Lifestyle Management & Monitoring Application During Forecast Period
Figure 30 North America To Hold Largest Share Of Ai In Healthcare Market For Research During Forecast Period
Figure 31 North America To Hold Largest Share Of Ai In Healthcare Market For Emergency Room & Surgery Application In 2020
Figure 32 Hospital And Healthcare Providers To Hold Largest Share Of Ai In Healthcare Market In 2020 And 2026
Figure 33 Virtual Assistants Application To Hold Largest Share Of Ai In Healthcare Market For Patients During Forecast Period
Figure 34 Medical Imaging & Diagnostics Application To Witness Highest Cagr In Ai In Healthcare Market For Pharmaceuticals & Biotechnology Companies During Forecast Period
Figure 35 Cybersecurity Application To Hold Larger Share Of Ai In Healthcare Market For Healthcare Payers During Forecast Period
Figure 36 China And Us Are Emerging As New Hotspots For Ai In Healthcare Market
Figure 37 Asia Pacific To Register Highest Cagr During Forecast Period
Figure 38 North America: Snapshot Of Ai In Healthcare Market
Figure 39 North America Ai In Healthcare Market For Service Offerings To Capture Highest Cagr During Forecast Period
Figure 40 Europe: Snapshot Of Ai In Healthcare Market
Figure 41 Hospitals & Providers Segment To Hold Largest Share Of European Ai In Healthcare Market In 2020
Figure 42 Apac: Snapshot Of Ai In Healthcare Market
Figure 43 Service Offerings To Witness Highest Cagr In Apac Ai In Healthcare Market During Forecast Period
Figure 44 Row: Snapshot Of Ai In Healthcare Market
Figure 45 Hospitals & Providers To Be Largest End User Segment In Row Ai In Healthcare Market In 2020
Figure 46 Key Developments Adopted By Top Players In Ai In Healthcare Market From 2017 To Mid-2020
Figure 47 Ranking Of Key Companies In Ai In Healthcare Market (2019)
Figure 48 Ai In Healthcare Market (Global) Competitive Leadership Mapping, 2019
Figure 49 Collaborations, Partnerships, And Strategic Alliances Was The Key Strategy Adopted By Market Players From January 2017 To March 2020
Figure 50 Nvidia: Company Snapshot
Figure 51 Intel: Company Snapshot
Figure 52 Ibm: Company Snapshot
Figure 53 Google: Company Snapshot
Figure 54 Microsoft: Company Snapshot
Figure 55 Ge: Company Snapshot
Figure 56 Siemens Healthineers: Company Snapshot
Figure 57 Medtronic: Company Snapshot
Figure 58 Micron Technology: Company Snapshot
Figure 59 Aws: Company Snapshot
