Artificial Intelligence in Healthcare Market by Offering (Hardware, Software, Services), Technology (Machine Learning, NLP, Context-Aware Computing, Computer Vision), End-Use Application, End User, and Geography – Global Forecast to 2025

Table of Contents

1.... INTRODUCTION

1.1            STUDY OBJECTIVES
1.2            MARKET DEFINITION
1.3            STUDY SCOPE
1.3.1             MARKETS COVERED.. 21
1.3.2             YEARS CONSIDERED.. 22
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           PRIMARY SOURCES
2.2            MARKET SIZE ESTIMATION
2.2.1             BOTTOM-UP APPROACH
2.2.1.1           APPROACH FOR CAPTURING THE MARKET SHARE BY BOTTOM-UP ANALYSIS (DEMAND SIDE)
2.2.2             TOP-DOWN APPROACH. 30
2.2.2.1           APPROACH FOR CAPTURING THE MARKET SHARE BY TOP-DOWN ANALYSIS (SUPPLY SIDE)
2.3            MARKET BREAKDOWN AND DATA TRIANGULATION
2.4            RESEARCH ASSUMPTIONS

3.... EXECUTIVE SUMMARY

4.... PREMIUM INSIGHTS

4.1            ATTRACTIVE OPPORTUNITIES IN AI IN HEALTHCARE MARKET
4.2            AI IN HEALTHCARE MARKET, BY OFFERING.. 41
4.3            AI IN HEALTHCARE MARKET, BY TECHNOLOGY. 41
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           INCREASINGLY LARGE AND COMPLEX DATA SET
5.2.1.2           GROWING DEMAND 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. 49
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
5.2.4             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 CENTRE 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, & 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

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), INTEL (US) AND MELLANOX TECHNOLOGIES (ISRAEL) ARE THE 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 ON-PREMISES’ ADVANCED NLP AND ML TOOLS TO BE USED IN AI SOLUTIONS
6.3.1.2           CLOUD
6.3.1.2.1           THE 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, MICROSOFT ARE DEVELOPING AND OFFERING THEIR OWN ML FRAMEWORKS
6.3.2.2           APPLICATION PROGRAM INTERFACE (API)
6.3.2.2.1           APIS ARE USED WHEN PROGRAMMING 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 THE GROWTH OF SERVICES
6.4.2             SUPPORT & MAINTENANCE
6.4.2.1           THE ULTIMATE OBJECTIVE OF MAINTENANCE SERVICES IS TO KEEP THE SYSTEM 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 A MACHINE TO BUILD A HIERARCHICAL REPRESENTATION.
7.2.2             SUPERVISED LEARNING
7.2.2.1           CLASSIFICATION AND REGRESSION ARE MAJOR SEGMENTATION
OF SUPERVISED LEARNING
7.2.3             REINFORCEMENT LEARNING
7.2.3.1           REINFORCEMENT LEARNING ALLOWS SYSTEMS AND SOFTWARE TO DETERMINE IDEAL BEHAVIOUR FOR MAXIMIZING PERFORMANCE OF THE SYSTEMS
7.2.4             UNSUPERVISED LEARNING
7.2.4.1           UNSUPERVISED LEARNING INCLUDE CLUSTERING METHODS CONSISTING OF ALGORITHMS WITH UNLABELLED TRAINING DATA
7.2.5             OTHERS
7.3            NATURAL LANGUAGE PROCESSING
7.3.1             NLP IS WIDELY USED BY THE CLINICAL AND RESEARCH COMMUNITY
IN HEALTHCARE
7.4            CONTEXT-AWARE COMPUTING
7.4.1             DEVELOPMENT OF MORE SOPHISTICATED HARD AND SOFT SENSORS HAS ACCELERATED THE 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 PATIENT DATA AND RISK ANALYSIS APPLICATION
8.3            INPATIENT CARE & HOSPITAL MANAGEMENT
8.3.1             DEMAND TO REDUCE THE OPERATIONAL COST IN HOSPITALS TO GENERATE DEMAND FOR AI-BASED IN-PATIENT CARE AND HOSPITAL MANAGEMENT
8.4            MEDICAL IMAGING & DIAGNOSTICS
8.4.1             GROWTH IN MEDICAL IMAGING DATA HAS PROPELLED THE GROWTH OF MEDICAL IMAGING AND DIAGNOSTICS APPLICATION
8.5            LIFESTYLE MANAGEMENT & MONITORING.. 85
8.5.1             AI SOLUTIONS FOR LIFESTYLE MANAGEMENT AND MONITORING HELPS PATIENTS IN MAKING HEALTHIER LIFESTYLE CHANGES
8.6            VIRTUAL ASSISTANT
8.6.1             INCREASING DEMAND TO IMPROVE FOLLOW-UP CARE, ESPECIALLY
FOR PATIENTS WITH CHRONIC DISEASES, IS DRIVING THE GROWTH OF VIRTUAL ASSISTANTS
8.7            DRUG DISCOVERY
8.7.1             AI TO REDUCE THE TIME AND COST REQUIRED IN DRUG DISCOVERY
8.8            RESEARCH
8.8.1             GROWING ADOPTION OF DIFFERENT TYPES OF AI ALGORITHMS AMONG BIOINFORMATICS RESEARCHERS, ESPECIALLY FOR CLASSIFYING AND MINING THEIR DATABASES, IS THE KEY APPLICATION 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 FULFILL THE 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 THE 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           INCREASE IN MENTAL DISORDERS ACROSS THE WORLD IS THE KEY FACTOR SUPPORTING THE GROWTH OF MENTAL HEALTH APPLICATION

9.... ARTIFICIAL INTELLIGENCE IN HEALTHCARE MARKET, BY END USER

9.1            INTRODUCTION
9.2            HOSPITALS AND PROVIDERS
9.2.1             AI CAN BE UTILIZED TO PREDICT AND PREVENT READMISSIONS, AND IMPROVE OPERATIONS AMONG HOSPITALS AND PROVIDERS
9.3            PATIENTS
9.3.1             SMARTPHONE APPLICATIONS AND WEARABLES TO DRIVE THE ADOPTION OF AI AMONG PATIENTS
9.4            PHARMACEUTICAL AND BIOTECHNOLOGY COMPANIES
9.4.1             APPLICATIONS SUCH AS DRUG DISCOVERY, PRECISION MEDICINE,
AND RESEARCH TO DRIVE AI IN PHARMACEUTICAL AND BIOTECHNOLOGY COMPANIES
9.5            HEALTHCARE PAYERS
9.5.1             HEALTHCARE PAYERS USE AI TOOLS MAINLY FOR MANAGING RISK, IDENTIFYING CLAIMS TRENDS, AND MAXIMIZING PAYMENT ACCURACY
9.6            OTHERS
9.6.1             PATIENT DATA AND RISK ANALYTICS AND HEALTHCARE ASSISTANCE ROBOTS TO DRIVE THE GROWTH OF AI IN 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 PROPELS THE 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         RISING HEALTHCARE DATA GENERATION IN THE COUNTRY WILL BE A KEY DRIVING FACTOR FOR THE GROWTH OF THE MARKET
10.3.2           UK
10.3.2.1         LARGE VOLUME OF DATA GENERATED BY NHS AND DIGITAL HEALTH SOLUTIONS HAVE PAVED THE WAY FOR AI IN THE UK

10.3.3           FRANCE
10.3.3.1         HEALTHCARE IT IN FRANCE HAS WITNESSED CONSIDERABLE IMPLEMENTATION OF AI OVER THE LAST DECADE
10.3.4           ITALY
10.3.4.1         DEVELOPMENT OF ELECTRONIC HEALTH RECORDS AND AGING POPULATION TO DRIVE THE MARKET IN ITALY
10.3.5           SPAIN
10.3.5.1         GROWING AWARENESS OF AI IN SPAIN TO DRIVE THE AI IN HEALTHCARE MARKET
10.3.6           REST OF EUROPE
10.4          ASIA PACIFIC
10.4.1           CHINA
10.4.1.1         HIGH SPENDING BY THE GOVERNMENT IN HEALTHCARE AND OFFICIAL PLANS TO DIGITIZE MEDICAL RECORDS TO DRIVE THE AI IN HEALTHCARE MARKET IN CHINA
10.4.2           JAPAN
10.4.2.1         AGING POPULATION TO DRIVE THE GROWTH OF AI IN JAPAN
10.4.3           SOUTH KOREA
10.4.3.1         QUALITY HEALTHCARE SERVICES AND RAPID EXPANSION OF MEDICAL INSURANCE COVERAGE ARE AMONG THE DRIVING FACTORS OF AI IN HEALTHCARE MARKET IN SOUTH KOREA
10.4.4           INDIA
10.4.4.1         DEVELOPING IT INFRASTRUCTURE IN THE COUNTRY AND AI-FRIENDLY
INITIATIVES BY THE GOVERNMENT ARE THE KEY FACTORS SUPPORTING
THE GROWTH OF AI IN INDIA
10.4.5           REST OF ASIA PACIFIC
10.5          REST OF THE WORLD
10.5.1           SOUTH AMERICA
10.5.1.1         INCREASING AWARENESS ABOUT POTENTIAL APPLICATIONS OF AI IN HEALTHCARE IS DRIVING THE GROWTH OF THE MARKET IN SOUTH AMERICA
10.5.2           MIDDLE EAST AND AFRICA
10.5.2.1         GROWING HEALTHCARE EXPENDITURE IN THE MIDDLE EAST AND NORTH AFRICA IS A KEY GROWTH DRIVER OF AI IN HEALTHCARE MARKET

11.. COMPETITIVE LANDSCAPE

11.1          OVERVIEW
11.2          RANKING OF PLAYERS, 2017
11.3          COMPETITIVE SCENARIO
11.3.1           PRODUCT DEVELOPMENTS AND LAUNCHES
11.3.2           COLLABORATIONS, PARTNERSHIPS, AND STRATEGIC ALLIANCES
11.3.3           ACQUISITIONS & JOINT VENTURES

12.. COMPANY PROFILES

12.1          KEY PLAYERS
(BUSINESS OVERVIEW, PRODUCTS OFFERED, RECENT DEVELOPMENTS, SWOT ANALYSIS, AND MNM VIEW)*
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 THE SIEMENS GROUP)
12.1.8           MEDTRONIC
12.1.9           MICRON TECHNOLOGY
12.1.10         AMAZON WEB SERVICES (AWS)
* BUSINESS OVERVIEW, PRODUCTS OFFERED, RECENT DEVELOPMENTS, SWOT ANALYSIS, AND MNM VIEW MIGHT NOT BE CAPTURED IN CASE OF UNLISTED COMPANIES.

12.2          OTHER MAJOR COMPANIES

12.2.1           JOHNSON & JOHNSON SERVICES
12.2.2           KONINKLIJKE PHILIPS
12.2.3           GENERAL VISION
12.3          COMPANY PROFILES, BY APPLICATION
12.3.1           PATIENT DATA & RISK ANALYSIS
12.3.1.1         CLOUDMEDX
12.3.1.2         ONCORA MEDICAL
12.3.1.3         ZEPHYR HEALTH
12.3.1.4         SENTRIAN
12.3.1.5         CARESKORE
12.3.1.6         LINGUAMATICS
12.3.2           MEDICAL IMAGING & DIAGNOSTICS
12.3.2.1         ENLITIC
12.3.2.2         BAY LABS
12.3.2.3         BUTTERFLY NETWORKS
12.3.2.4         IMAGIA CYBERNETICS
12.3.3           PRECISION MEDICINE
12.3.3.1         PRECISION HEALTH AI
12.3.3.2         COTA
12.3.3.3         FDNA
12.3.4           DRUG DISCOVERY
12.3.4.1         RECURSION PHARMACEUTICALS
12.3.4.2         ATOMWISE
12.3.4.3         DEEP GENOMICS
12.3.4.4         CLOUD PHARMACEUTICALS
12.3.5           LIFESTYLE MANAGEMENT & MONITORING
12.3.5.1         WELLTOK
12.3.5.2         VITAGENE
12.3.5.3         LUCINA HEALTH

12.3.6           VIRTUAL ASSISTANTS
12.3.6.1         NEXT IT (A VERINT SYSTEMS COMPANY)
12.3.6.2         BABYLON
12.3.6.3         MDLIVE
12.3.7           WEARABLES
12.3.7.1         MAGNEA
12.3.7.2         PHYSIQ
12.3.7.3         CYRCADIA HEALTH
12.3.8           EMERGENCY ROOM & SURGERY. 200
12.3.8.1         CARESYNTAX
12.3.8.2         GAUSS SURGICAL
12.3.8.3         PERCEIVE3D
12.3.8.4         MAXQ AI
12.3.9           IN-PATIENT CARE & HOSPITAL MANAGEMENT
12.3.9.1         QVENTUS
12.3.9.2         WORKFUSION
12.3.10         RESEARCH
12.3.10.1       ICARBONX
12.3.10.2       DESKTOP GENETICS
12.3.11         MENTAL HEALTH
12.3.11.1       GINGER.IO
12.3.11.2       X2AI
12.3.11.3       BIOBEATS
12.3.12         HEALTHCARE ASSISTANCE ROBOTS. 205
12.3.12.1       PILLO
12.3.12.2       CATALIA HEALTH
13.. APPENDIX

LIST OF TABLES

TABLE 1              INCREASE IN NEUROIMAGING AND GENETICS DATA, AND COMPLEXITY RELATIVE TO COMPUTATIONAL POWER
TABLE 2              PRICE COMPARISON: AI CHIPSETS (LEADING COMPANIES)
TABLE 3              AI IN HEALTHCARE MARKET, BY OFFERING, 2015–2025 (USD MILLION)
TABLE 4              AI IN HEALTHCARE MARKET, BY HARDWARE, 2015–2025 (USD MILLION)
TABLE 5              AI IN HEALTHCARE MARKET FOR HARDWARE, BY REGION,
2015–2025 (USD MILLION)
TABLE 6              AI IN HEALTHCARE MARKET, BY PROCESSOR, 2015–2025 (USD MILLION)
TABLE 7              AI IN HEALTHCARE MARKET FOR OFFERING, BY SOFTWARE,
2015–2025 (USD MILLION)
TABLE 8              AI IN HEALTHCARE MARKET FOR SOFTWARE, BY REGION,
2015–2025 (USD MILLION)
TABLE 9              AI IN HEALTHCARE MARKET FOR SOLUTION, BY DEPLOYMENT,
2015–2025 (USD MILLION)
TABLE 10            AI IN HEALTHCARE MARKET FOR SOFTWARE, BY PLATFORM,
2015–2025 (USD MILLION)
TABLE 11            AI IN HEALTHCARE MARKET, BY SERVICES, 2015–2025 (USD MILLION)
TABLE 12            AI IN HEALTHCARE MARKET FOR SERVICES, BY REGION,
2015–2025 (USD MILLION)
TABLE 13            AI IN HEALTHCARE MARKET, BY TECHNOLOGY, 2015–2025 (USD MILLION)
TABLE 14            AI IN HEALTHCARE MARKET FOR MACHINE LEARNING, BY TYPE,
2015–2025 (USD MILLION)
TABLE 15            AI IN HEALTHCARE MARKET FOR NATURAL LANGUAGE PROCESSING, BY TYPE, 2015–2025 (USD MILLION)
TABLE 16            AI IN HEALTHCARE MARKET FOR CONTEXT-AWARE COMPUTING, BY TYPE,
2015–2025 (USD MILLION)
TABLE 17            AI IN HEALTHCARE MARKET, BY END-USE APPLICATION,
2015–2025 (USD MILLION)
TABLE 18            AI IN HEALTHCARE MARKET FOR PATIENT DATA AND RISK ANALYSIS, BY REGION, 2015–2025 (USD MILLION)
TABLE 19            AI IN HEALTHCARE MARKET FOR PATIENT DATA AND RISK ANALYSIS,
BY END USER, 2015–2025 (USD MILLION)
TABLE 20            AI IN HEALTHCARE MARKET FOR IN-PATIENT CARE & HOSPITAL MANAGEMENT,
BY REGION, 2015–2025 (USD MILLION)
TABLE 21            AI IN HEALTHCARE MARKET FOR IN-PATIENT CARE AND HOSPITAL MANAGEMENT, BY END USER, 2015–2025 (USD MILLION)
TABLE 22            AI IN HEALTHCARE MARKET FOR MEDICAL IMAGING AND DIAGNOSTICS,
BY REGION, 2015–2025 (USD MILLION)
TABLE 23            AI IN HEALTHCARE MARKET FOR MEDICAL IMAGING AND DIAGNOSTICS,
BY END USER, 2015–2025 (USD MILLION)
TABLE 24            AI IN HEALTHCARE MARKET FOR LIFESTYLE MANAGEMENT & MONITORING,
BY REGION, 2015–2025 (USD MILLION)
TABLE 25            AI IN HEALTHCARE MARKET FOR LIFESTYLE MANAGEMENT & MONITORING,
BY END USER, 2015–2025 (USD MILLION)
TABLE 26            AI IN HEALTHCARE MARKET FOR VIRTUAL ASSISTANT, BY REGION,
2015–2025 (USD MILLION)
TABLE 27            AI IN HEALTHCARE MARKET FOR VIRTUAL ASSISTANT, BY END USER,
2015–2025 (USD MILLION)
TABLE 28            AI IN HEALTHCARE MARKET FOR DRUG DISCOVERY, BY REGION,
2015–2025 (USD MILLION)
TABLE 29            AI IN HEALTHCARE MARKET FOR DRUG DISCOVERY, BY END USER,
2015–2025 (USD MILLION)
TABLE 30            AI IN HEALTHCARE MARKET FOR RESEARCH, BY REGION,
2015–2025 (USD MILLION)
TABLE 31            AI IN HEALTHCARE MARKET FOR RESEARCH, BY END USER,
2015–2025 (USD MILLION)
TABLE 32            AI IN HEALTHCARE MARKET FOR HEALTHCARE ASSISTANCE ROBOTS, BY REGION, 2015–2025 (USD MILLION)
TABLE 33            AI IN HEALTHCARE MARKET FOR HEALTHCARE ASSISTANCE ROBOTS,
BY END USER, 2015–2025 (USD MILLION)
TABLE 34            AI IN HEALTHCARE MARKET FOR PRECISION MEDICINE, BY REGION,
2015–2025 (USD MILLION)
TABLE 35            AI IN HEALTHCARE MARKET FOR PRECISION MEDICINE, BY END USER,
2015–2025 (USD MILLION)
TABLE 36            AI IN HEALTHCARE MARKET FOR EMERGENCY ROOM & SURGERY, BY REGION, 2015–2025 (USD MILLION)
TABLE 37            AI IN HEALTHCARE MARKET FOR EMERGENCY ROOM & MONITORING,
BY END USER, 2015–2025 (USD MILLION)
TABLE 38            AI IN HEALTHCARE MARKET FOR WEARABLES, BY REGION,
2015–2025 (USD MILLION)
TABLE 39            AI IN HEALTHCARE MARKET FOR WEARABLES, BY END USER,
2015–2025 (USD MILLION)
TABLE 40            AI IN HEALTHCARE MARKET FOR MENTAL HEALTH, BY REGION,
2015–2025 (USD MILLION)
TABLE 41            AI IN HEALTHCARE MARKET FOR MENTAL HEALTH, BY END USER,
2015–2025 (USD MILLION)
TABLE 42            AI IN HEALTHCARE MARKET, BY END USER, 2015–2025 (USD MILLION)
TABLE 43            AI IN HEALTHCARE MARKET FOR HOSPITALS AND PROVIDERS, BY APPLICATION, 2015–2025 (USD MILLION)
TABLE 44            AI IN HEALTHCARE MARKET FOR HOSPITALS AND PROVIDERS, BY REGION,
2015–2025 (USD MILLION)
TABLE 45            AI IN HEALTHCARE MARKET FOR PATIENTS, BY APPLICATION,
2015–2025 (USD MILLION)
TABLE 46            AI IN HEALTHCARE MARKET FOR PATIENTS, BY REGION,
2015–2025 (USD MILLION)
TABLE 47            AI IN HEALTHCARE MARKET FOR PHARMACEUTICAL AND BIOTECHNOLOGY COMPANIES, BY APPLICATION, 2015–2025 (USD MILLION)
TABLE 48            AI IN HEALTHCARE MARKET FOR PHARMACEUTICAL AND BIOTECHNOLOGY COMPANIES, BY REGION, 2015–2025 (USD MILLION)
TABLE 49            AI IN HEALTHCARE MARKET FOR HEALTHCARE PAYERS, BY APPLICATION,
2015–2025 (USD MILLION)
TABLE 50            AI IN HEALTHCARE MARKET FOR HEALTHCARE PAYERS, BY REGION,
2015–2025 (USD MILLION)
TABLE 51            AI IN HEALTHCARE MARKET FOR OTHERS, BY APPLICATION,
2015–2025 (USD MILLION)
TABLE 52            AI IN HEALTHCARE MARKET FOR OTHERS, BY REGION, 2015–2025 (USD MILLION)
TABLE 53            AI IN HEALTHCARE MARKET, BY REGION, 2015–2025 (USD MILLION)
TABLE 54            AI IN HEALTHCARE MARKET IN NORTH AMERICA, BY COUNTRY,
2015–2025(USD MILLION)
TABLE 55            AI IN HEALTHCARE MARKET IN NORTH AMERICA, BY END USER,
2015–2025 (USD MILLION)
TABLE 56            AI IN HEALTHCARE MARKET IN NORTH AMERICA, BY OFFERING,
2015–2025 (USD MILLION)
TABLE 57            AI IN HEALTHCARE MARKET IN EUROPE, BY COUNTRY, 2015–2025(USD MILLION)
TABLE 58            AI IN HEALTHCARE MARKET IN EUROPE, BY END USER,
2015–2025 (USD MILLION)
TABLE 59            AI IN HEALTHCARE MARKET IN EUROPE, BY OFFERING,
2015–2025 (USD MILLION)
TABLE 60            AI IN HEALTHCARE MARKET IN APAC, BY COUNTRY, 2015–2025 (USD MILLION)
TABLE 61            AI IN HEALTHCARE MARKET IN APAC, BY END USER, 2015–2025 (USD MILLION)
TABLE 62            AI IN HEALTHCARE MARKET IN APAC, BY OFFERING, 2015–2025 (USD MILLION)
TABLE 63            AI IN HEALTHCARE MARKET IN ROW, BY REGION, 2015–2025 (USD MILLION)
TABLE 64            AI IN HEALTHCARE MARKET IN ROW, BY END USER, 2015–2025 (USD MILLION)
TABLE 65            AI IN HEALTHCARE MARKET IN ROW, BY OFFERING, 2015–2025 (USD MILLION)

FIGURE 1            ARTIFICIAL INTELLIGENCE IN HEALTHCARE MARKET: RESEARCH DESIGN
FIGURE 2            MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH
FIGURE 3            MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH
FIGURE 4            DATA TRIANGULATION
FIGURE 5            ASSUMPTIONS FOR THE RESEARCH STUDY
FIGURE 6            AI IN HEALTHCARE MARKET, BY OFFERING, 2018 VS. 2025 (USD MILLION)
FIGURE 7            AI IN HEALTHCARE MARKET, BY PROCESSOR, 2018 VS. 2025 (USD MILLION)
FIGURE 8            AI IN HEALTHCARE MARKET, BY TECHNOLOGY, 2015-2025 (USD MILLION)
FIGURE 9            AI IN HEALTHCARE MARKET, BY APPLICATION, 2018 VS. 2025 (USD MILLION)
FIGURE 10          AI IN HEALTHCARE MARKET, BY END USER, 2018 VS. 2025 (USD MILLION)
FIGURE 11          AI IN HEALTHCARE MARKET, BY REGION, 2018
FIGURE 12          GROWING BIG DATA IN HEALTHCARE AND INCREASING ADOPTION
OF AI-BASED TOOLS IN HEALTHCARE FACILITIES ARE MAJOR FACTORS DRIVING MARKET GROWTH
FIGURE 13          SOFTWARE TO HOLD LARGEST SHARE OF AI IN HEALTHCARE MARKET DURING FORECAST PERIOD
FIGURE 14          AI IN HEALTHCARE MARKET FOR MACHINE LEARNING TO HOLD LARGEST SIZE FROM 2018 TO 2025
FIGURE 15          GERMANY EXPECTED TO HOLD LARGEST SHARE OF AI IN HEALTHCARE MARKET
IN 2018 IN EUROPE
FIGURE 16          US TO HOLD LARGEST SHARE OF AI IN HEALTHCARE MARKET IN 2018
FIGURE 17          INCREASINGLY LARGE AND COMPLEX DATA SET AND GROWING DEMAND TO REDUCE HEALTHCARE COSTS ARE DRIVING MARKET GROWTH
FIGURE 18          TYPES OF HEALTHCARE BREACHES REPORTED TO U.S. DEPARTMENT OF HEALTH AND HUMAN SERVICES
FIGURE 19          AI IN HEALTHCARE MARKET VALUE CHAIN IN 2017
FIGURE 20          SOFTWARE TO HOLD LARGEST SIZE OF AI IN HEALTHCARE MARKET DURING FORECAST PERIOD
FIGURE 21          AI IN HEALTHCARE PROCESSOR MARKET FOR GPU TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
FIGURE 22          NORTH AMERICA TO HOLD LARGEST MARKET IN AI IN HEALTHCARE MARKET
FOR SOFTWARE DURING FORECAST PERIOD
FIGURE 23          MACHINE LEARNING TO HOLD LARGEST SHARE OF AI IN HEALTHCARE MARKET DURING FORECAST PERIOD
FIGURE 24          AI IN HEALTHCARE MARKET FOR MEDICAL IMAGING & DIAGNOSTICS TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
FIGURE 25          NORTH AMERICA TO LEAD LIFESTYLE MANAGEMENT & MONITORING APPLICATION DURING FORECAST PERIOD
FIGURE 26          NORTH AMERICA TO HOLD LARGEST MARKET IN RESEARCH APPLICATION DURING FORECAST PERIOD
FIGURE 27          NORTH AMERICA TO HOLD LARGEST SHARE IN EMERGENCY ROOM & SURGERY APPLICATION IN 2018
FIGURE 28          HOSPITALS AND PROVIDERS TO HOLD LARGEST SHARE OF AI IN HEALTHCARE MARKET IN 2018 & 2025
FIGURE 29          PRECISION MEDICINE APPLICATION TO WITNESS HIGHEST CAGR IN AI IN HEALTHCARE MARKET FOR PHARMACEUTICAL & BIOTECHNOLOGY COMPANIES DURING FORECAST PERIOD
FIGURE 30          CHINA & US ARE EMERGING AS NEW HOT SPOTS IN AI IN HEALTHCARE MARKET
FIGURE 31          NORTH AMERICA TO DOMINATE AI IN HEALTHCARE MARKET
DURING FORECAST PERIOD
FIGURE 32          NORTH AMERICA: SNAPSHOT OF AI IN HEALTHCARE MARKET
FIGURE 33          EUROPE: SNAPSHOT OF AI IN HEALTHCARE MARKET
FIGURE 34          HOSPITALS & PROVIDERS HELD LARGEST SHARE IN EUROPEAN AI IN HEALTHCARE MARKET IN 2018
FIGURE 35          APAC: SNAPSHOT OF AI IN HEALTHCARE MARKET
FIGURE 36          SERVICES TO WITNESS HIGHEST CAGR IN AI IN HEALTHCARE MARKET DURING FORECAST PERIOD
FIGURE 37          ROW: SNAPSHOT OF AI IN HEALTHCARE MARKET
FIGURE 38          KEY DEVELOPMENTS ADOPTED BY TOP PLAYERS IN AI IN HEALTHCARE MARKET FROM 2015 TO MID-2018
FIGURE 39          RANKING OF KEY COMPANIES IN AI IN HEALTHCARE MARKET (2017)
FIGURE 40          NVIDIA: COMPANY SNAPSHOT
FIGURE 41          INTEL: COMPANY SNAPSHOT
FIGURE 42          IBM: COMPANY SNAPSHOT
FIGURE 43          GOOGLE: COMPANY SNAPSHOT
FIGURE 44          MICROSOFT: COMPANY SNAPSHOT
FIGURE 45          GE: COMPANY SNAPSHOT
FIGURE 46          SIEMENS HEALTHINEERS: COMPANY SNAPSHOT
FIGURE 47          MEDTRONIC: COMPANY SNAPSHOT
FIGURE 48          MICRON TECHNOLOGY: COMPANY SNAPSHOT
FIGURE 49          AWS: COMPANY SNAPSHOT

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