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ヘルスケア向け人工知能(AI)の世界市場:2027年に至る技術別、用途別予測

Artificial Intelligence in Healthcare Market by Offering (Hardware, Software, Services), Technology (Machine Learning, NLP, Context-aware Computing, Computer Vision), Application, End User and Geography - Global Forecast to 2027

出版元:MarketsandMarkets   出版元について
発行年:2021年10月
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【レポート紹介】

へルスケア向け人工知能(AI)の世界市場規模は2021年で69億ドル、2027年に674億ドル、市場の平均年成長率は46.2%で推移する見込みです。
へルスケア向け人工知能(AI)のセグメント別市場では、用途別で医療画像/診断が予測期間中に最も高いCAGRで成長すると予測されています。この医療画像/診断セグメントの高成長の要因としては、大量の画像データがすでに存在していること、診断・治療管理におけるAIシステムが放射線技師にもたらす利点、そして多数のスタートアップ企業のこのセグメントへの参入、などを挙げることができます。

レポートはヘルスケア向け人工知能(AI)の世界市場について2027年までの市場予測データ(金額US$、数量ベースUnits)を掲載しています。同市場をさまざまな区分で細分化し、そのセグメント市場ごとの市場予測(オファリング別市場、技術別市場、等)を中心に構成されています。また競合状況、主要企業情報(12社)、バリューチェーン分析、ファイブフォース分析などの分析も加味し、ヘルスケア向け人工知能(AI)市場の動向および今後成長性を詳細にレポートしています。

【レポート構成概要】

◆ヘルスケア向け人工知能(AI)の世界市場予測2018-2027年

・市場規模(US$)
・数量ベース(Units)

◆オファリング別、市場-2027年

ハードウェア
・プロセッサ
-MPU/CPU
-GPU
-FPGA
-ASIC
・メモリ
・ネットワーク

ソフトウェア
・AIソリューション
-オンプレミス
-クラウド
・AIプラットフォーム
-機械学習フレームワーク
-API(アプリケーションプログラムインターフェース)

サービス
・展開/統合
・サポート/メンテナンス
※(市場規模US$、数量ベースUnits) 

◆技術別、市場-2027年

機械学習
・ディープラーニング
・教師あり学習
・強化学習
・教師なし学習
・その他

自然言語処理
コンテキストアウェアコンピューティング
コンピュータビジョン
※(市場規模US$) 

◆用途別、市場-2027年

・患者データ/リスク分析
・入院患者のケア/病院の管理
・医療画像/診断
・ライフスタイル管理/リモート患者モニタリング
・バーチャルアシスタント
・創薬
・研究
・ヘルスケア支援ロボット
・精密医療
・緊急治療室/手術
・ウェアラブル
・メンタルヘルス
・サイバーセキュリティ
※(市場規模US$) 

◆エンドユーザー別、市場-2027年

・病院/ヘルスケアプロバイダー
・患者
・製薬/バイオテクノロジー企業
・医療費支払者
・その他
※(市場規模US$) 

◆主要国地域別市場-2027年

北米
・米国、カナダ、メキシコ
欧州
・ドイツ、英国、イタリア、フランス、スペイン
・その他欧州
アジア太平洋
・日本、中国、韓国、インド
・その他アジア太平洋
その他地域
・南米
・中東アフリカ
※地域別に各種セグメント別の細分化データ掲載、詳細は目次参照

◆市場分析

・市場ダイナミクス(ドライバー、障壁、機会、課題)
・バリューチェーン分析
・ファイブフォース分析
・事例研究
・価格分析
・特許分析
・市場シェア分析-2020年
・競合状況

◆ヘルスケア向け人工知能(AI)の主要企業プロフィール動向

・INTEL            
・KONINKLIJKE PHILIPS           
・MICROSOFT 
・IBM  
・SIEMENS HEALTHINEERS      
・NVIDIA          
・GOOGLE       
・GENERAL ELECTRIC (GE) COMPANY
・MEDTRONIC
・MICRON TECHNOLOGY        
・AMAZON WEB SERVICES (AWS)          
・JOHNSON & JOHNSON

(その他企業)
・GENERAL VISION      
・CLOUDMEDX
・ONCORA MEDICAL   
・ENLITIC        
・LUNIT            
・QURE.AI        
・PRECISION HEALTH AI           
・COTA             
・FDNA
・RECURSION PHARMACEUTICALS      
・ATOMWISE   
・WELLTOK     
・BABYLON HEALTH   
・MDLIVE (EVERNORTH GROUP)         
・GAUSS SURGICAL     
・QVENTUS     
・DESKTOP GENETICS
・CYLANCE      
・GINGER.IO   
・PILLO

(全253頁)


【レポート詳細目次、データ項目一覧は当ページ下を参照ください】

Table of Contents (英文詳細目次)

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              GEOGRAPHIC SCOPE
1.3.3              YEARS CONSIDERED
1.4             CURRENCY
1.5             VOLUME UNIT CONSIDERED
1.6             LIMITATIONS
1.7             STAKEHOLDERS
1.8             SUMMARY OF CHANGES

2.... RESEARCH METHODOLOGY

2.1             RESEARCH DATA
・       FIGURE 1......... ARTIFICIAL INTELLIGENCE IN HEALTHCARE MARKET: RESEARCH DESIGN
2.1.1              SECONDARY AND PRIMARY RESEARCH
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            KEY INDUSTRY INSIGHTS
2.1.3.3            BREAKDOWN OF PRIMARIES
2.2             MARKET SIZE ESTIMATION
2.2.1              BOTTOM-UP APPROACH
2.2.1.1            ESTIMATING MARKET SIZE BY BOTTOM-UP APPROACH (DEMAND SIDE)
・       FIGURE 2.... MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH
・       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
2.2.2              TOP-DOWN APPROACH.. 39
2.2.2.1            ESTIMATING MARKET SIZE BY TOP-DOWN APPROACH (SUPPLY SIDE)
・       FIGURE 5..... MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH
・       FIGURE 6... MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 1 (SUPPLY SIDE)—REVENUE GENERATED FROM AI IN HEALTHCARE OFFERINGS
2.3             MARKET BREAKDOWN AND DATA TRIANGULATION
・       FIGURE 7............................................... DATA TRIANGULATION
2.4             RESEARCH ASSUMPTIONS
・       FIGURE 8.......................... ASSUMPTIONS FOR RESEARCH STUDY
2.5             RISK ASSESSMENT
・       TABLE 1............................. LIMITATIONS AND ASSOCIATED RISKS
2.6             LIMITATIONS

3.... EXECUTIVE SUMMARY

3.1             GROWTH RATE ASSUMPTIONS/GROWTH FORECAST
・       TABLE 2...... GLOBAL AI IN HEALTHCARE MARKET, 2018–2020 (USD MILLION)
・       TABLE 3...... GLOBAL AI IN HEALTHCARE MARKET, 2021–2027 (USD MILLION)
・       FIGURE 9........ EFFECT OF COVID-19 ON AI IN HEALTHCARE MARKET
3.2             POST-COVID-19 SCENARIO
・       TABLE 4..... POST-COVID-19 SCENARIO: AI IN HEALTHCARE MARKET,
2021–2027 (USD MILLION)
3.3             OPTIMISTIC SCENARIO (POST-COVID-19)
・       TABLE 5 OPTIMISTIC SCENARIO (POST-COVID-19): AI IN HEALTHCARE MARKET, 2021–2027 (USD MILLION)
3.4             PESSIMISTIC SCENARIO (POST-COVID-19)
・       TABLE 6................ PESSIMISTIC SCENARIO (POST-COVID-19): AI IN HEALTHCARE MARKET, 2021–2027 (USD BILLION)
・       FIGURE 10.......... SOFTWARE SEGMENT TO LEAD AI IN HEALTHCARE MARKET, IN TERMS OF SIZE, FROM 2018 TO 2027.. 47
・       FIGURE 11........ NORTH AMERICA TO HOLD LARGEST SHARE OF AI IN HEALTHCARE MARKET
IN 2021

4.... PREMIUM INSIGHTS

4.1             ATTRACTIVE GROWTH OPPORTUNITIES IN AI IN HEALTHCARE MARKET
・       FIGURE 12............ AVAILABILITY OF BIG DATA IN HEALTHCARE AND INCREASING ADOPTION OF AI-BASED TOOLS IN HEALTHCARE FACILITIES ARE MAJOR FACTORS DRIVING MARKET GROWTH DURING 2021–2027
4.2             AI IN HEALTHCARE MARKET, BY TECHNOLOGY
・       FIGURE 13...... MACHINE LEARNING TECHNOLOGY TO ACCOUNT FOR LARGEST SIZE OF AI IN HEALTHCARE MARKET FROM 2021 TO 2027
4.3             AI IN HEALTHCARE MARKET, BY TECHNOLOGY AND REGION
・       FIGURE 14 MACHINE LEARNING TECHNOLOGY AND NORTH AMERICA TO BE LARGEST SHAREHOLDERS OF AI IN HEALTHCARE MARKET IN IN 2021
4.4             AI IN HEALTHCARE MARKET, BY COUNTRY
・       FIGURE 15..... AI IN HEALTHCARE MARKET IN CHINA AND MEXICO TO GROW AT HIGHEST CAGR FROM 2021 TO 2027

5.... MARKET OVERVIEW

5.1             INTRODUCTION
5.2             MARKET DYNAMICS
・       FIGURE 16....... AI IN HEALTHCARE MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES,
AND CHALLENGES
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            RISING NUMBER OF PARTNERSHIPS AND COLLABORATIONS AMONG DIFFERENT DOMAINS IN HEALTHCARE SECTOR
5.2.1.5            SURGING 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            RISING 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
・       FIGURE 17...... TYPES OF HEALTHCARE BREACHES REPORTED TO US DEPARTMENT OF HEALTH AND HUMAN SERVICES (2019 TO 2021)
5.2.4.3            LACK OF INTEROPERABILITY BETWEEN AI SOLUTIONS OFFERED BY DIFFERENT VENDORS
5.3             VALUE CHAIN ANALYSIS
・       FIGURE 18.......... AI IN HEALTHCARE MARKET VALUE CHAIN IN 2020
5.4             PORTER’S FIVE FORCES ANALYSIS
・       TABLE 7.......... AI IN HEALTHCARE MARKET: PORTER’S FIVE FORCES ANALYSIS
5.5             ECOSYSTEM ANALYSIS
・       TABLE 8......................... ECOSYSTEM: AI IN HEALTHCARE MARKET
5.6             REVENUE SHIFT AND NEW REVENUE POCKETS FOR AI IN HEALTHCARE MARKET
・       FIGURE 19................... YC–YCC SHIFT: AI IN HEALTHCARE MARKET
5.7             CASE STUDY ANALYSIS
5.7.1              USE CASE – BIOBEAT (ISRAEL)
5.7.2              USE CASE – CLEVELAND CLINIC AND MICROSOFT
5.7.3              USE CASE – GOVERNMENT OF INDIA, MICROSOFT, AND ACCENTURE

5.8             TECHNOLOGY ANALYSIS
5.8.1              CLOUD COMPUTING.. 69
5.8.2              CLOUD GPU
5.9             PRICING ANALYSIS
・       FIGURE 20... ASP OF PROCESSOR COMPONENTS, AI IN HEALTHCARE MARKET,
2018–2027 (USD)
・       TABLE 9............ ASP RANGE OF PROCESSOR COMPONENTS IN AI IN HEALTHCARE MARKET, 2018–2027
・       TABLE 10... ASP RANGE OF SERVER SOFTWARE IN AI IN HEALTHCARE MARKET
5.10          TRADE ANALYSIS
・       TABLE 11..................... EXPORTS DATA, BY COUNTRY, 2016–2020
・       FIGURE 21............. EXPORTS DATA FOR HS CODE 854231 FOR TOP COUNTRIES IN AI IN HEALTHCARE MARKET, 2016–2020 (THOUSAND UNITS)
・       TABLE 12..................... IMPORTS DATA, BY COUNTRY, 2016–2020
・       FIGURE 22............. IMPORTS DATA FOR HS CODE 854231 FOR TOP COUNTRIES IN AI IN HEALTHCARE MARKET, 2016–2020 (THOUSAND UNITS)
5.11          PATENT ANALYSIS
・       FIGURE 23.............. PATENT ANALYSIS: AI IN HEALTHCARE MARKET
・       TABLE 13...................................................... LIST OF PATENTS.. 75
5.12          REGULATORY LANDSCAPE
・       TABLE 14.......... TARIFF FOR ELECTRONIC INTEGRATED CIRCUITS AS PROCESSORS
AND CONTROLLERS ARE EXPORTED BY US, 2020
・       TABLE 15.......... TARIFF FOR ELECTRONIC INTEGRATED CIRCUITS AS PROCESSORS
AND CONTROLLERS ARE EXPORTED BY CHINA, 2020
・       TABLE 16.......... TARIFF FOR ELECTRONIC INTEGRATED CIRCUITS AS PROCESSORS
AND CONTROLLERS EXPORTED BY GERMANY, 2020
5.12.1            REGULATIONS
5.12.1.1          EXPORT-IMPORT REGULATIONS
5.12.2            RESTRICTION OF HAZARDOUS SUBSTANCES (ROHS) AND WASTE ELECTRICAL AND ELECTRONIC EQUIPMENT (WEEE)
5.12.3            REGISTRATION, EVALUATION, AUTHORIZATION, AND RESTRICTION OF CHEMICALS (REACH)
5.12.4            GENERAL DATA PROTECTION REGULATION (GDPR)

6.... ARTIFICIAL INTELLIGENCE IN HEALTHCARE MARKET, BY OFFERING

6.1             INTRODUCTION
・       FIGURE 24.................... AI IN HEALTHCARE MARKET, BY OFFERING
・       FIGURE 25 SOFTWARE TO HOLD LARGEST SIZE OF AI IN HEALTHCARE MARKET DURING FORECAST PERIOD
・       TABLE 17.... AI IN HEALTHCARE MARKET, BY OFFERING, 2018–2020 (USD MILLION)
・       TABLE 18.... AI IN HEALTHCARE MARKET, BY OFFERING, 2021–2027 (USD MILLION)
6.2             HARDWARE
6.2.1              PROCESSORS, MEMORY DEVICES, AND NETWORK SYSTEMS ARE INALIENABLE HARDWARE COMPONENTS OF AI IN HEALTHCARE ECOSYSTEM
・       TABLE 19.. AI IN HEALTHCARE MARKET, BY HARDWARE, 2018–2020 (USD MILLION)
・       TABLE 20.. AI IN HEALTHCARE MARKET, BY HARDWARE, 2021–2027 (USD MILLION)
・       TABLE 21.. AI IN HEALTHCARE MARKET FOR HARDWARE, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 22.. AI IN HEALTHCARE MARKET FOR HARDWARE, BY REGION,
2021–2027 (USD MILLION)
6.2.2              PROCESSOR
6.2.2.1            INTEL (US), NVIDIA (US), AND XILINX (US) ARE KEY PROVIDERS OF HARDWARE COMPONENTS FOR AI APPLICATIONS
・       TABLE 23........... AI IN HEALTHCARE MARKET, BY PROCESSOR TYPE,
2018–2020 (MILLION UNITS)
・       TABLE 24........... AI IN HEALTHCARE MARKET, BY PROCESSOR TYPE,
2021–2027 (MILLION UNITS)
・       TABLE 25........... AI IN HEALTHCARE MARKET, BY PROCESSOR TYPE,
2018–2020 (USD MILLION)
・       TABLE 26........... AI IN HEALTHCARE MARKET, BY PROCESSOR TYPE,
2021–2027 (USD MILLION)
6.2.2.2            MPU/CPU
6.2.2.2.1            USE CASE: DYNALIFE AND ALTAML COLON POLYP PROJECT
6.2.2.3            GPU
6.2.2.3.1            USE CASE: UNIVERSITY OF SYDNEY, BRAIN AND MIND CENTER (SNAC) AND NVIDIA
6.2.2.4            FPGA
6.2.2.4.1            USE CASE: XILINX AND SPLINE. AI
6.2.2.5            ASIC
6.2.2.5.1            NEUREALITY: NR1-P SOC’S
6.2.3              MEMORY
6.2.3.1            HIGH-BANDWIDTH MEMORY IS BEING DEVELOPED AND DEPLOYED FOR
AI APPLICATIONS, INDEPENDENT OF ITS COMPUTING ARCHITECTURE
6.2.3.2            CASE STUDY: INTEL, DELL, AND UNIVERSITY OF FLORIDA
6.2.4              NETWORK
6.2.4.1            NVIDIA (US) AND INTEL (US) ARE KEY PROVIDERS OF NETWORK INTERCONNECT ADAPTERS FOR AI APPLICATIONS
6.2.4.2            RECENT DEVELOPMENT:
・       TABLE 27..... AI IN HEALTHCARE MARKET, BY NETWORK, 2018–2020 (MILLION UNITS)
・       TABLE 28..... AI IN HEALTHCARE MARKET, BY NETWORK, 2021–2027 (MILLION UNITS)
・       TABLE 29..... AI IN HEALTHCARE MARKET, BY NETWORK, 2018–2020 (USD MILLION)
・       TABLE 30..... AI IN HEALTHCARE MARKET, BY NETWORK, 2021–2027 (USD MILLION)
6.3             SOFTWARE
6.3.1              SOFTWARE SEGMENT HOLDS LARGEST SHARE IN AI IN HEALTHCARE MARKET
・       TABLE 31.... AI IN HEALTHCARE MARKET, BY SOFTWARE TYPE, 2018–2020 (USD MILLION)
・       TABLE 32.... AI IN HEALTHCARE MARKET, BY SOFTWARE TYPE, 2021–2027 (USD MILLION)
・       TABLE 33... AI IN HEALTHCARE MARKET FOR SOFTWARE, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 34... AI IN HEALTHCARE MARKET FOR SOFTWARE, BY REGION,
2021–2027 (USD MILLION)
6.3.2              AI SOLUTION
6.3.2.1            CASE STUDY: VA HOSPITAL (TEXAS) AND DEEPMIND HEALTH
・       TABLE 35........... AI IN HEALTHCARE MARKET FOR AI SOLUTIONS, BY DEPLOYMENT MODE, 2018–2020 (USD MILLION). 91
・       TABLE 36........... AI IN HEALTHCARE MARKET FOR AI SOLUTIONS, BY DEPLOYMENT MODE, 2021–2027 (USD MILLION). 91
6.3.2.2            ON PREMISES
6.3.2.2.1            DATA-SENSITIVE ENTERPRISES PREFER ADVANCED ON-PREMISES NLP AND ML TOOLS FOR USE IN AI SOLUTIONS
6.3.2.2.2            RECENT DEVELOPMENT:
6.3.2.3            CLOUD
6.3.2.3.1            CLOUD PROVIDES ADDITIONAL FLEXIBILITY FOR BUSINESS OPERATIONS AND REAL-TIME DEPLOYMENT EASE TO COMPANIES THAT ARE IMPLEMENTING REAL-TIME ANALYTICS
6.3.2.3.2            CASE STUDY: GOOGLE AND PORTAL TELEMEDICINA
6.3.3              AI PLATFORM
・       TABLE 37............ AI IN HEALTHCARE MARKET FOR SOFTWARE, BY AI PLATFORM,
2018–2020 (USD MILLION)
・       TABLE 38............ AI IN HEALTHCARE MARKET FOR SOFTWARE, BY AI PLATFORM,
2021–2027 (USD MILLION)
6.3.3.1            MACHINE LEARNING FRAMEWORK
6.3.3.2            APPLICATION PROGRAM INTERFACE
6.3.3.2.1            CASE STUDY: AWS AND CAREMONITOR
6.4             SERVICES
6.4.1              BIG TECHNOLOGY COMPANIES SUCH AS MICROSOFT (US), AND GOOGLE (US) ARE PROVIDING CLOUD SERVICES FOR AI IN HEALTHCARE APPLICATIONS
・       TABLE 39 AI IN HEALTHCARE MARKET, BY SERVICE TYPE, 2018–2020 (USD MILLION)
・       TABLE 40 AI IN HEALTHCARE MARKET, BY SERVICE TYPE, 2021–2027 (USD MILLION)
・       TABLE 41..... AI IN HEALTHCARE MARKET FOR SERVICES, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 42..... AI IN HEALTHCARE MARKET FOR SERVICES, BY REGION,
2021–2027 (USD MILLION)
6.4.2              DEPLOYMENT & INTEGRATION
6.4.3              SUPPORT & MAINTENANCE

7.... ARTIFICIAL INTELLIGENCE IN HEALTHCARE MARKET, BY TECHNOLOGY

7.1             INTRODUCTION
・       FIGURE 26................ AI IN HEALTHCARE MARKET, BY TECHNOLOGY
・       FIGURE 27..... MACHINE LEARNING TECHNOLOGY TO HOLD LARGEST SIZE OF AI IN HEALTHCARE MARKET DURING FORECAST PERIOD
・       TABLE 43 AI IN HEALTHCARE MARKET, BY TECHNOLOGY, 2018–2020 (USD MILLION)
・       TABLE 44 AI IN HEALTHCARE MARKET, BY TECHNOLOGY, 2021–2027 (USD MILLION)
7.2             MACHINE LEARNING
7.2.1              CASE STUDY: MAYO CLINIC AND GOOGLE
・       TABLE 45... AI IN HEALTHCARE MARKET FOR MACHINE LEARNING, BY TYPE,
2018–2020 (USD MILLION)
・       TABLE 46... AI IN HEALTHCARE MARKET FOR MACHINE LEARNING, BY TYPE,
2021–2027 (USD MILLION)
7.2.2              DEEP LEARNING
7.2.2.1            DEEP LEARNING ENABLES MACHINES TO BUILD HIERARCHICAL REPRESENTATIONS
7.2.2.2            CASE STUDY: JOHNS HOPKINS UNIVERSITY AND GOOGLE
7.2.3              SUPERVISED LEARNING
7.2.3.1            CLASSIFICATION AND REGRESSION ARE MAJOR SEGMENTS OF SUPERVISED LEARNING.. 102
7.2.4              REINFORCEMENT LEARNING
7.2.4.1            REINFORCEMENT LEARNING ALLOWS SYSTEMS AND SOFTWARE TO DETERMINE IDEAL BEHAVIOR FOR MAXIMIZING PERFORMANCE OF SYSTEMS
7.2.5              UNSUPERVISED LEARNING
7.2.5.1            UNSUPERVISED LEARNING INCLUDES CLUSTERING METHODS CONSISTING OF ALGORITHMS WITH UNLABELED TRAINING DATA
7.2.6              OTHERS
7.3             NATURAL LANGUAGE PROCESSING
7.3.1              NLP IS WIDELY USED BY CLINICAL AND RESEARCH COMMUNITIES IN HEALTHCARE
7.3.2              CASE STUDY: ROCHE AND JOHN SNOW LABS
7.3.3              CASE STUDY: DEEP 6 AI AND JOHN SNOW LABS
・       TABLE 47....... AI IN HEALTHCARE MARKET FOR NATURAL LANGUAGE PROCESSING,
BY TYPE, 2018–2020 (USD MILLION)
・       TABLE 48....... AI IN HEALTHCARE MARKET FOR NATURAL LANGUAGE PROCESSING,
BY TYPE, 2021–2027 (USD MILLION)
7.4             CONTEXT-AWARE COMPUTING
7.4.1              DEVELOPMENT OF MORE SOPHISTICATED HARD AND SOFT SENSORS HAS ACCELERATED GROWTH OF CONTEXT-AWARE COMPUTING
7.4.2              RECENT DEVELOPMENT: PEGASYSTEMS
・       TABLE 49............ AI IN HEALTHCARE MARKET FOR CONTEXT-AWARE COMPUTING, BY TYPE, 2018–2020 (USD MILLION)
・       TABLE 50............ AI IN HEALTHCARE MARKET FOR CONTEXT-AWARE COMPUTING, BY TYPE, 2021–2027 (USD MILLION)
7.5             COMPUTER VISION
7.5.1              COMPUTER VISION TECHNOLOGY HAS SIGNIFICANT APPLICATIONS IN SURGERY AND THERAPY
7.5.2              RECENT DEVELOPMENT: NORTHWESTERN MEMORIAL HOSPITAL AND NVIDIA

8.... ARTIFICIAL INTELLIGENCE IN HEALTHCARE MARKET, BY APPLICATION

8.1             INTRODUCTION
・       FIGURE 28................ AI IN HEALTHCARE MARKET, BY APPLICATION
・       FIGURE 29.... MEDICAL IMAGING & DIAGNOSTICS TO ACCOUNT FOR LARGEST SIZE OF
AI IN HEALTHCARE MARKET IN 2027
・       TABLE 51 AI IN HEALTHCARE MARKET, BY APPLICATION, 2018–2020 (USD MILLION)
・       TABLE 52 AI IN HEALTHCARE MARKET, BY APPLICATION, 2021–2027 (USD MILLION)

8.2             PATIENT DATA & RISK ANALYSIS
8.2.1              GROWTH IN HEALTHCARE DATASETS AND PATIENTS’ HISTORIES HAS LED TO ADOPTION OF PATIENT DATA & RISK ANALYSIS SOLUTIONS
8.2.2              USE CASE: UNIVERSITY OF NOTTINGHAM
8.2.3              USE CASE: CLEVELAND CLINIC AND MICROSOFT
・       TABLE 53... AI IN HEALTHCARE MARKET FOR PATIENT DATA AND RISK ANALYSIS,
BY REGION, 2018–2020 (USD MILLION)
・       TABLE 54... AI IN HEALTHCARE MARKET FOR PATIENT DATA AND RISK ANALYSIS,
BY REGION, 2021–2027 (USD MILLION)
・       TABLE 55... AI IN HEALTHCARE MARKET FOR PATIENT DATA AND RISK ANALYSIS,
BY END USER, 2018–2020 (USD MILLION)
・       TABLE 56... AI IN HEALTHCARE MARKET FOR PATIENT DATA AND RISK ANALYSIS,
BY END USER, 2021–2027 (USD MILLION)
8.3             INPATIENT CARE & HOSPITAL MANAGEMENT
8.3.1              EXCESSIVE OPERATIONAL COSTS TO GENERATE DEMAND FOR AI-BASED INPATIENT CARE AND HOSPITAL MANAGEMENT SOLUTIONS
8.3.2              USE CASE: QURE.AI AND ROYAL BOLTON HOSPITAL
・       TABLE 57.......... AI IN HEALTHCARE MARKET FOR INPATIENT CARE & HOSPITAL MANAGEMENT, BY REGION, 2018–2020 (USD MILLION)
・       TABLE 58.......... AI IN HEALTHCARE MARKET FOR INPATIENT CARE & HOSPITAL MANAGEMENT, BY REGION, 2021–2027 (USD MILLION)
・       TABLE 59....... AI IN HEALTHCARE MARKET FOR INPATIENT CARE AND HOSPITAL MANAGEMENT, BY END USER, 2018–2020 (USD MILLION)
・       TABLE 60....... AI IN HEALTHCARE MARKET FOR INPATIENT CARE AND HOSPITAL MANAGEMENT, BY END USER, 2021–2027 (USD MILLION)
8.4             MEDICAL IMAGING & DIAGNOSTICS
8.4.1              LEVERAGING CAPABILITIES OF HIGH-END GPU IN GENERATING HIGHLY ACCURATE IMAGING DATA HAS LED TO GROWTH OF AI-BASED MEDICAL IMAGING & DIAGNOSTICS SOLUTIONS
8.4.2              USE CASE: ULTRONICS, ZEBRA MEDICAL VISION, AI2, AND FUJIFILM SONOSITE
・       TABLE 61... AI IN HEALTHCARE MARKET FOR MEDICAL IMAGING AND DIAGNOSTICS,
BY REGION, 2018–2020 (USD MILLION)
・       TABLE 62... AI IN HEALTHCARE MARKET FOR MEDICAL IMAGING AND DIAGNOSTICS,
BY REGION, 2021–2027 (USD MILLION)
・       TABLE 63... AI IN HEALTHCARE MARKET FOR MEDICAL IMAGING AND DIAGNOSTICS,
BY END USER, 2018–2020 (USD MILLION)
・       TABLE 64... AI IN HEALTHCARE MARKET FOR MEDICAL IMAGING AND DIAGNOSTICS,
BY END USER, 2021–2027 (USD MILLION)
8.5             LIFESTYLE MANAGEMENT & REMOTE PATIENT MONITORING
8.5.1              GROWTH IN AI-DRIVEN REMOTE PATIENT MONITORING SOLUTIONS SUCH AS MEDICAL WEARABLES HAS HELPED DOCTORS REDUCE BURDEN ON HOSPITALS DURING COVID-19 PANDEMIC
8.5.2              RECENT DEVELOPMENTS:
・       TABLE 65. AI IN HEALTHCARE MARKET FOR LIFESTYLE MANAGEMENT & MONITORING, BY REGION, 2018–2020 (USD MILLION)
・       TABLE 66. AI IN HEALTHCARE MARKET FOR LIFESTYLE MANAGEMENT & MONITORING, BY REGION, 2021–2027 (USD MILLION)
・       TABLE 67. AI IN HEALTHCARE MARKET FOR LIFESTYLE MANAGEMENT & MONITORING, BY END USER, 2018–2020 (USD MILLION). 117
・       TABLE 68. AI IN HEALTHCARE MARKET FOR LIFESTYLE MANAGEMENT & MONITORING, BY END USER, 2021–2027 (USD MILLION). 118
8.6             VIRTUAL ASSISTANTS
8.6.1              INCREASING NEED TO DISSEMINATE PRECISE MEDICAL INFORMATION AMONG VULNERABLE POPULATIONS HAS RESULTED IN GROWTH OF VIRTUAL ASSISTANTS
8.6.2              KEY DEVELOPMENTS: 118
8.6.3              CASE STUDY: GOVERNMENT OF INDIA
・       TABLE 69.... AI IN HEALTHCARE MARKET FOR VIRTUAL ASSISTANT, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 70.... AI IN HEALTHCARE MARKET FOR VIRTUAL ASSISTANT, BY REGION,
2021–2027 (USD MILLION)
・       TABLE 71.... AI IN HEALTHCARE MARKET FOR VIRTUAL ASSISTANT, BY END USER,
2018–2020 (USD MILLION)
・       TABLE 72.... AI IN HEALTHCARE MARKET FOR VIRTUAL ASSISTANT, BY END USER,
2021–2027 (USD MILLION)
8.7             DRUG DISCOVERY
8.7.1              AI IS EXPECTED TO REDUCE TIME AND COST INVOLVED IN DRUG DISCOVERY
8.7.2              RECENT DEVELOPMENTS:
・       TABLE 73...... AI IN HEALTHCARE MARKET FOR DRUG DISCOVERY, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 74...... AI IN HEALTHCARE MARKET FOR DRUG DISCOVERY, BY REGION,
2021–2027 (USD MILLION)
・       TABLE 75 AI IN HEALTHCARE MARKET FOR DRUG DISCOVERY, BY END USER,
2018–2020 (USD MILLION)
・       TABLE 76 AI IN HEALTHCARE MARKET FOR DRUG DISCOVERY, BY END USER,
2021–2027 (USD MILLION)
8.8             RESEARCH
8.8.1              USE OF AI ALGORITHMS BY BIOINFORMATICS RESEARCHERS FOR DATABASE CLASSIFICATION AND MINING DRIVES ADOPTION OF AI IN RESEARCH
8.8.2              USE CASES: NUMEDII, 4QUANT, AND DESKTOP GENETICS
・       TABLE 77... AI IN HEALTHCARE MARKET FOR RESEARCH, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 78... AI IN HEALTHCARE MARKET FOR RESEARCH, BY REGION,
2021–2027 (USD MILLION)
・       TABLE 79 AI IN HEALTHCARE MARKET FOR RESEARCH, BY END USER,
2018–2020 (USD MILLION)
・       TABLE 80 AI IN HEALTHCARE MARKET FOR RESEARCH, BY END USER,
2021–2027 (USD MILLION)
8.9             HEALTHCARE ASSISTANCE ROBOTS
8.9.1              HEALTHCARE ASSISTANT ROBOTS HAVE SIGNIFICANTLY HELPED IN REDUCING NEED FOR ROUND THE CLOCK MANUAL NURSING CARE
8.9.2              USE CASES: MAYO CLINIC
・       TABLE 81 AI IN HEALTHCARE MARKET FOR HEALTHCARE ASSISTANCE ROBOTS,
BY REGION, 2018–2020 (USD MILLION)
・       TABLE 82 AI IN HEALTHCARE MARKET FOR HEALTHCARE ASSISTANCE ROBOTS,
BY REGION, 2021–2027 (USD MILLION)
・       TABLE 83 AI IN HEALTHCARE MARKET FOR HEALTHCARE ASSISTANCE ROBOTS,
BY END USER, 2018–2020 (USD MILLION)
・       TABLE 84 AI IN HEALTHCARE MARKET FOR HEALTHCARE ASSISTANCE ROBOTS,
BY END USER, 2021–2027 (USD MILLION)
8.10          PRECISION MEDICINE
8.10.1            AI IS EXPECTED TO FULFIL DEMAND FOR PERSONALIZED TREATMENT PLANS FOR PATIENTS ADMINISTERED WITH PRECISION MEDICINE
8.10.2            RECENT DEVELOPMENTS:
・       TABLE 85. AI IN HEALTHCARE MARKET FOR PRECISION MEDICINE, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 86. AI IN HEALTHCARE MARKET FOR PRECISION MEDICINE, BY REGION,
2021–2027 (USD MILLION)
・       TABLE 87. AI IN HEALTHCARE MARKET FOR PRECISION MEDICINE, BY END USER, 2018–2020 (USD MILLION)
・       TABLE 88. AI IN HEALTHCARE MARKET FOR PRECISION MEDICINE, BY END USER, 2021–2027 (USD MILLION)
8.11          EMERGENCY ROOM & SURGERY
8.11.1            LIMITED AVAILABILITY OF SKILLED WORKFORCE IN EMERGENCY ROOMS
AND DEMAND TO SUPPORT CLINICIANS WITH SURGICAL DATA TO DRIVE ADOPTION OF AI IN EMERGENCY ROOM AND SURGERY
8.11.2            USE CASE: THE HOSPITAL FOR SICK CHILDREN (TORONTO, CANADA)
・       TABLE 89...... AI IN HEALTHCARE MARKET FOR EMERGENCY ROOM & SURGERY, BY REGION, 2018–2020 (USD MILLION). 128
・       TABLE 90...... AI IN HEALTHCARE MARKET FOR EMERGENCY ROOM & SURGERY,
BY REGION, 2021–2027 (USD MILLION)
・       TABLE 91...... AI IN HEALTHCARE MARKET FOR EMERGENCY ROOM & SURGERY,
BY END USER, 2018–2020 (USD MILLION)
・       TABLE 92...... AI IN HEALTHCARE MARKET FOR EMERGENCY ROOM & SURGERY,
BY END USER, 2021–2027 (USD MILLION)
8.12          WEARABLES
8.12.1            REAL-TIME PATIENT MONITORING AND GENERATION OF DATA OF VITAL SIGNS DIAGNOSTICS TO BOOST DEMAND FOR AI IN WEARABLES
8.12.2            USE CASE: KENSCI AND MICROSOFT
・       TABLE 93. AI IN HEALTHCARE MARKET FOR WEARABLES, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 94. AI IN HEALTHCARE MARKET FOR WEARABLES, BY REGION,
2021–2027 (USD MILLION)
・       TABLE 95....... AI IN HEALTHCARE MARKET FOR WEARABLES, BY END USER,
2018–2020 (USD MILLION)
・       TABLE 96....... AI IN HEALTHCARE MARKET FOR WEARABLES, BY END USER,
2021–2027 (USD MILLION)
8.13          MENTAL HEALTH
8.13.1            USE OF AI IN DIAGNOSING MENTAL DISTRESS AND NEUROLOGICAL ABNORMALITIES HAS LED TO GROWING ADOPTION OF AI IN MENTAL HEALTH
8.13.2            USE CASE: COGNOA.. 130
・       TABLE 97........ AI IN HEALTHCARE MARKET FOR MENTAL HEALTH, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 98........ AI IN HEALTHCARE MARKET FOR MENTAL HEALTH, BY REGION,
2021–2027 (USD MILLION)
・       TABLE 99.. AI IN HEALTHCARE MARKET FOR MENTAL HEALTH, BY END USER,
2018–2020 (USD MILLION)
・       TABLE 100 AI IN HEALTHCARE MARKET FOR MENTAL HEALTH, BY END USER,
2021–2027 (USD MILLION)
8.14          CYBERSECURITY
8.14.1            AI IN HEALTHCARE CYBERSECURITY IS BECOMING CRITICAL FOR PROTECTING ONSITE SYSTEMS
・       TABLE 101...... AI IN HEALTHCARE MARKET FOR CYBERSECURITY, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 102...... AI IN HEALTHCARE MARKET FOR CYBERSECURITY, BY REGION,
2021–2027 (USD MILLION)
・       TABLE 103 AI IN HEALTHCARE MARKET FOR CYBERSECURITY, BY END USER,
2018–2020 (USD MILLION)
・       TABLE 104 AI IN HEALTHCARE MARKET FOR CYBERSECURITY, BY END USER,
2021–2027 (USD MILLION)

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

9.1             INTRODUCTION
・       FIGURE 30.................... AI IN HEALTHCARE MARKET, BY END USER
・       FIGURE 31........... HOSPITALS & HEALTHCARE PROVIDERS TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD
・       TABLE 105... AI IN HEALTHCARE MARKET, BY END USER, 2018–2020 (USD MILLION)
・       TABLE 106... AI IN HEALTHCARE MARKET, BY END USER, 2021–2027 (USD MILLION)
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.. 137
9.2.2              RECENT DEVELOPMENTS:
・       TABLE 107........... AI IN HEALTHCARE MARKET FOR HOSPITALS AND HEALTHCARE PROVIDERS, BY APPLICATION, 2018–2020 (USD MILLION)
・       TABLE 108........... AI IN HEALTHCARE MARKET FOR HOSPITALS AND HEALTHCARE PROVIDERS, BY APPLICATION, 2021–2027 (USD MILLION)
・       TABLE 109........... AI IN HEALTHCARE MARKET FOR HOSPITALS AND HEALTHCARE PROVIDERS, BY REGION, 2018–2020 (USD MILLION)
・       TABLE 110........... AI IN HEALTHCARE MARKET FOR HOSPITALS AND HEALTHCARE PROVIDERS, BY REGION, 2021–2027 (USD MILLION)
9.3             PATIENTS
9.3.1              INCREASING POPULARITY OF SMARTPHONE APPLICATIONS AND WEARABLES TO DRIVE ADOPTION OF AI AMONG PATIENTS
9.3.2              USE CASE: KENSCI AND MICROSOFT
9.3.3              USE CASE: BIOBEAT. 140
・       TABLE 111............... AI IN HEALTHCARE MARKET FOR PATIENTS, BY APPLICATION,
2018–2020 (USD MILLION)
・       TABLE 112............... AI IN HEALTHCARE MARKET FOR PATIENTS, BY APPLICATION,
2021–2027 (USD MILLION)
・       TABLE 113... AI IN HEALTHCARE MARKET FOR PATIENTS, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 114... AI IN HEALTHCARE MARKET FOR PATIENTS, BY REGION,
2021–2027 (USD MILLION)
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
9.4.2              RECENT DEVELOPMENTS:
・       TABLE 115.... AI IN HEALTHCARE MARKET FOR PHARMACEUTICALS & BIOTECHNOLOGY COMPANIES, BY APPLICATION, 2018–2020 (USD MILLION)
・       TABLE 116.... AI IN HEALTHCARE MARKET FOR PHARMACEUTICALS & BIOTECHNOLOGY COMPANIES, BY APPLICATION, 2021–2027 (USD MILLION)
・       TABLE 117.... AI IN HEALTHCARE MARKET FOR PHARMACEUTICALS & BIOTECHNOLOGY COMPANIES, BY REGION, 2018–2020 (USD MILLION)
・       TABLE 118.... AI IN HEALTHCARE MARKET FOR PHARMACEUTICALS & BIOTECHNOLOGY COMPANIES, BY REGION, 2021–2027 (USD MILLION)
9.5             HEALTHCARE PAYERS
9.5.1              HEALTHCARE PAYERS USE AI TOOLS MAINLY FOR MANAGING RISKS, IDENTIFYING CLAIM TRENDS, AND MAXIMIZING PAYMENT ACCURACY
9.5.2              RECENT DEVELOPMENTS:
・       TABLE 119 AI IN HEALTHCARE MARKET FOR HEALTHCARE PAYERS, BY APPLICATION, 2018–2020 (USD MILLION)
・       TABLE 120 AI IN HEALTHCARE MARKET FOR HEALTHCARE PAYERS, BY APPLICATION, 2021–2027 (USD MILLION)
・       TABLE 121 AI IN HEALTHCARE MARKET FOR HEALTHCARE PAYERS, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 122 AI IN HEALTHCARE MARKET FOR HEALTHCARE PAYERS, BY REGION,
2021–2027 (USD MILLION)
9.6             OTHERS
・       TABLE 123................. AI IN HEALTHCARE MARKET FOR OTHERS, BY APPLICATION,
2018–2020 (USD MILLION)
・       TABLE 124................. AI IN HEALTHCARE MARKET FOR OTHERS, BY APPLICATION,
2021–2027 (USD MILLION)
・       TABLE 125..... AI IN HEALTHCARE MARKET FOR OTHERS, BY REGION,
2018–2020 (USD MILLION)
・       TABLE 126..... AI IN HEALTHCARE MARKET FOR OTHERS, BY REGION,
2021–2027 (USD MILLION)

10.. ARTIFICIAL INTELLIGENCE IN HEALTHCARE MARKET, GEOGRAPHIC ANALYSIS

10.1          INTRODUCTION
・       FIGURE 32 CHINA AND US ARE EMERGING AS NEW HOTSPOTS FOR AI IN HEALTHCARE MARKET
・       FIGURE 33........ ASIA PACIFIC TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
・       TABLE 127...... AI IN HEALTHCARE MARKET, BY REGION, 2018–2020 (USD MILLION)
・       TABLE 128...... AI IN HEALTHCARE MARKET, BY REGION, 2021–2027 (USD MILLION)

10.2          NORTH AMERICA
・       FIGURE 34........ NORTH AMERICA: SNAPSHOT OF AI IN HEALTHCARE MARKET
・       TABLE 129........ AI IN HEALTHCARE MARKET IN NORTH AMERICA, BY COUNTRY,
2018–2020 (USD MILLION)
・       TABLE 130........ AI IN HEALTHCARE MARKET IN NORTH AMERICA, BY COUNTRY,
2021–2027 (USD MILLION)
・       TABLE 131........ AI IN HEALTHCARE MARKET IN NORTH AMERICA, BY APPLICATION,
2018–2020 (USD MILLION)
・       TABLE 132........ AI IN HEALTHCARE MARKET IN NORTH AMERICA, BY APPLICATION,
2021–2027 (USD MILLION)
10.2.1            US
10.2.1.1          HIGH HEALTHCARE SPENDING COMBINED WITH INCREASING DEMAND FOR AI IN MEDICAL SECTOR DUE TO COVID-19 PANDEMIC TO COMPLEMENT GROWTH OF AI MARKET IN US
10.2.1.2          RECENT DEVELOPMENTS:
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
10.2.2.2          RECENT DEVELOPMENTS:
10.2.3            MEXICO
10.2.3.1          AI-ENABLED DEVICES FOR HEALTHCARE SECTOR HAVE BEEN GAINING TRACTION IN MEXICO
10.2.3.2          RECENT DEVELOPMENTS:
10.3          EUROPE
・       FIGURE 35....... EUROPE: SNAPSHOT OF AI IN HEALTHCARE MARKET
・       TABLE 133..... AI IN HEALTHCARE MARKET IN EUROPE, BY COUNTRY,
2018–2020 (USD MILLION)
・       TABLE 134..... AI IN HEALTHCARE MARKET IN EUROPE, BY COUNTRY,
2021–2027 (USD MILLION)
・       TABLE 135 AI IN HEALTHCARE MARKET IN EUROPE, BY APPLICATION,
2018–2020 (USD MILLION)
・       TABLE 136 AI IN HEALTHCARE MARKET IN EUROPE, BY APPLICATION,
2021–2027 (USD MILLION)
10.3.1            GERMANY
10.3.1.1          GOVERNMENT INITIATIVES TO EXPEDITE AI DEVELOPMENT SUPPORTING AI IN HEALTHCARE MARKET GROWTH IN GERMANY
10.3.1.2          RECENT DEVELOPMENTS:
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
10.3.2.2          RECENT DEVELOPMENTS:
10.3.3            FRANCE
10.3.3.1          GOVERNMENT ENDEAVORS TO DEVELOP HEALTHCARE IT IN FRANCE IS LIKELY TO SUPPORT AI IN HEALTHCARE MARKET
10.3.3.2          RECENT DEVELOPMENTS:

10.3.4            ITALY
10.3.4.1          DEVELOPMENT OF ELECTRONIC HEALTH RECORDS AND AGING POPULATION ARE DRIVING MARKET GROWTH IN ITALY
10.3.4.2          RECENT DEVELOPMENTS:
10.3.5            SPAIN
10.3.5.1          GROWING AWARENESS OF AI IN SPAIN IS FAVORING AI IN HEALTHCARE MARKET GROWTH
10.3.5.2          RECENT DEVELOPMENTS:
10.3.6            REST OF EUROPE
10.4          APAC
・       FIGURE 36........... APAC: SNAPSHOT OF AI IN HEALTHCARE MARKET
・       TABLE 137......... AI IN HEALTHCARE MARKET IN APAC, BY COUNTRY,
2018–2020 (USD MILLION)
・       TABLE 138......... AI IN HEALTHCARE MARKET IN APAC, BY COUNTRY,
2021–2027 (USD MILLION)
・       TABLE 139.... AI IN HEALTHCARE MARKET IN APAC, BY APPLICATION,
2018–2020 (USD MILLION)
・       TABLE 140.... AI IN HEALTHCARE MARKET IN APAC, BY APPLICATION,
2021–2027 (USD MILLION)
10.4.1            CHINA
10.4.1.1          CONCRETE GOVERNMENT MEASURES TO ACCELERATE AI DEVELOPMENT ARE FUELING AI IN HEALTHCARE MARKET GROWTH IN CHINA
10.4.1.2          RECENT DEVELOPMENTS:
10.4.2            JAPAN
10.4.2.1          AI APPLICATIONS 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 ARE MOTIVATING GROWTH OF AI IN HEALTHCARE MARKET IN SOUTH KOREA
10.4.3.2          RECENT DEVELOPMENTS:
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
10.4.4.2          RECENT DEVELOPMENTS:
10.4.5            REST OF ASIA PACIFIC
10.4.5.1          RECENT DEVELOPMENTS:
10.5          ROW
・       FIGURE 37............ ROW: SNAPSHOT OF AI IN HEALTHCARE MARKET
・       TABLE 141... AI IN HEALTHCARE MARKET IN ROW, BY REGION, 2018–2020 (USD MILLION)
・       TABLE 142... AI IN HEALTHCARE MARKET IN ROW, BY REGION, 2021–2027 (USD MILLION)
・       TABLE 143..... AI IN HEALTHCARE MARKET IN ROW, BY APPLICATION,
2018–2020 (USD MILLION)
・       TABLE 144..... AI IN HEALTHCARE MARKET IN ROW, BY APPLICATION,
2021–2027 (USD MILLION)

10.5.1            SOUTH AMERICA
10.5.1.1          HEAVY INVESTMENTS IN HEALTHCARE IT ARE 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
10.5.2.2          RECENT DEVELOPMENTS:

11.. COMPETITIVE LANDSCAPE

11.1          KEY PLAYER STRATEGIES/RIGHT TO WIN
11.2          OVERVIEW
11.3          TOP 5 COMPANY REVENUE ANALYSIS
・       FIGURE 38.. 3 YEARS REVENUE ANALYSIS OF TOP 5 PLAYERS IN AI IN HEALTHCARE MARKET
11.4          MARKET SHARE ANALYSIS (2020)
・       TABLE 145.... AI IN HEALTHCARE MARKET: MARKET SHARE ANALYSIS
11.5          COMPANY EVALUATION QUADRANT, 2020
11.5.1            STAR
11.5.2            PERVASIVE
11.5.3            EMERGING LEADER.. 179
11.5.4            PARTICIPANT
・       FIGURE 39............ AI IN HEALTHCARE MARKET (GLOBAL) COMPANY EVALUATION QUADRANT, 2020
11.6          SMALL AND MEDIUM ENTERPRISES (SME) EVALUATION QUADRANT, 2020
11.6.1            PROGRESSIVE COMPANY
11.6.2            RESPONSIVE COMPANY
11.6.3            DYNAMIC COMPANY. 181
11.6.4            STARTING BLOCK
・       FIGURE 40. AI IN HEALTHCARE MARKET (GLOBAL), SME EVALUATION QUADRANT, 2020
・       TABLE 146......... AI IN HEALTHCARE MARKET: COMPANY FOOTPRINT
・       TABLE 147............................... COMPANY END USER FOOTPRINT
・       TABLE 148............................ COMPANY APPLICATION FOOTPRINT
・       TABLE 149.................................. COMPANY REGION FOOTPRINT
11.7          COMPETITIVE SCENARIO
・       TABLE 150... AI IN HEALTHCARE MARKET: PRODUCT LAUNCHES AND DEVELOPMENTS, MARCH 2019 TO OCTOBER 2021
・       TABLE 151................. AI IN HEALTHCARE MARKET: DEALS, MARCH 2019−OCTOBER 2021

12.. COMPANY PROFILES

(BUSINESS OVERVIEW, PRODUCTS/SOLUTIONS/SERVICES OFFERED, RECENT DEVELOPMENTS & MNM VIEW)*
12.1          KEY PLAYERS
12.1.1            INTEL
・       TABLE 152...................................... INTEL: BUSINESS OVERVIEW
・       FIGURE 41..................................... INTEL: COMPANY SNAPSHOT
12.1.2            KONINKLIJKE PHILIPS
・       TABLE 153................. KONINKLIJKE PHILIPS: BUSINESS OVERVIEW
・       FIGURE 42................ KONINKLIJKE PHILIPS: COMPANY SNAPSHOT
12.1.3            MICROSOFT
・       TABLE 154............................. MICROSOFT: BUSINESS OVERVIEW
・       FIGURE 43............................ MICROSOFT: COMPANY SNAPSHOT
12.1.4            IBM
・       TABLE 155....................................... IBM: BUSINESS OVERVIEW
・       FIGURE 44....................................... IBM: COMPANY SNAPSHOT
12.1.5            SIEMENS HEALTHINEERS
・       TABLE 156............ SIEMENS HEALTHINEERS: BUSINESS OVERVIEW
・       FIGURE 45............ SIEMENS HEALTHINEERS: COMPANY SNAPSHOT
12.1.6            NVIDIA
・       TABLE 157.................................... NVIDIA: BUSINESS OVERVIEW
・       FIGURE 46................................... NVIDIA: COMPANY SNAPSHOT
12.1.7            GOOGLE
・       TABLE 158.................................. GOOGLE: BUSINESS OVERVIEW
・       FIGURE 47................................. GOOGLE: COMPANY SNAPSHOT
12.1.8            GENERAL ELECTRIC (GE) COMPANY
・       TABLE 159................... GENERAL ELECTRIC: BUSINESS OVERVIEW
・       FIGURE 48................... GENERAL ELECTRIC: COMPANY SNAPSHOT
12.1.9            MEDTRONIC
・       TABLE 160............................. MEDTRONIC: BUSINESS OVERVIEW
・       FIGURE 49............................ MEDTRONIC: COMPANY SNAPSHOT
12.1.10         MICRON TECHNOLOGY
・       TABLE 161............... MICRON TECHNOLOGY: BUSINESS OVERVIEW
・       FIGURE 50............... MICRON TECHNOLOGY: COMPANY SNAPSHOT
12.1.11         AMAZON WEB SERVICES (AWS)
・       TABLE 162.... AMAZON WEB SERVICES (AWS): BUSINESS OVERVIEW
・       FIGURE 51............ AMAZON WEB SERVICES: COMPANY SNAPSHOT
12.1.12         JOHNSON & JOHNSON
・       TABLE 163................ JOHNSON & JOHNSON: BUSINESS OVERVIEW
・       FIGURE 52............... JOHNSON & JOHNSON: COMPANY SNAPSHOT
*DETAILS ON BUSINESS OVERVIEW, PRODUCTS/SOLUTIONS/SERVICES OFFERED, RECENT DEVELOPMENTS & MNM VIEW MIGHT NOT BE CAPTURED IN CASE OF UNLISTED COMPANIES.
12.2          STARTUP ECOSYSTEM
12.2.1            GENERAL VISION
12.2.2            CLOUDMEDX
12.2.3            ONCORA MEDICAL
12.2.4            ENLITIC
12.2.5            LUNIT
12.2.6            QURE.AI
12.2.7            PRECISION HEALTH AI
12.2.8            COTA
12.2.9            FDNA
12.2.10         RECURSION PHARMACEUTICALS
12.2.11         ATOMWISE
12.2.12         WELLTOK
12.2.13         BABYLON HEALTH
12.2.14         MDLIVE (EVERNORTH GROUP)
12.2.15         GAUSS SURGICAL
12.2.16         QVENTUS
12.2.17         DESKTOP GENETICS
12.2.18         CYLANCE
12.2.19         GINGER.IO
12.2.20         PILLO
13.. APPENDIX


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