Table of Content
1. Research Scope & Methodology
1.1. Study Objectives
1.2. Scope Of Study
1.3. Methodology
1.4. Assumptions & Limitations
2. Executive Summary
2.1. Market Size & Estimates
2.2. Market Overview
3. Market Dynamics
3.1. Development Of Artificial Intelligence In Healthcare
3.2. Market Definition
3.3. Key Drivers
3.3.1. Rise Of Big Data In Healthcare Industry
3.3.2. Emergence Of Personalized Medicine In Tests For Clinical Decision Making
3.3.3. Increasing Use Of Ai In Genetics
3.3.4. Ai Creating A Real-Time Monitoring System
3.3.5. Healthcare Wearables Playing An Important Role In Monitoring
3.4. Key Restraints
3.4.1. Slow Adoption Of Ai Based Technologies
3.4.2. Ambiguous Regulatory Guidelines For Medical Software
3.4.3. Challenge To Maintain Data Security
3.4.4. Lack Of Usable Data In Healthcare
4. Key Analytics
4.1. Key Investment Insights
4.2. Porter’S Five Force Analysis
4.2.1. Buyer Power
4.2.2. Supplier Power
4.2.3. Substitution
4.2.4. New Entrants
4.2.5. Industry Rivalry
4.3. Opportunity Matrix
4.4. Vendor Landscape
4.5. Value Chain Analysis
4.5.1. Data Warehouse
4.5.2. Artificial Intelligence (Ai) Analysis
4.5.3. Software Development
4.6. Key Buying Criteria
4.6.1. Application
4.6.2. Technology
4.6.3. Integration With Existing Infrastructure
4.7. Regulatory Framework
5. Market By Offerings
5.1. Hardware
5.2. Software
5.3. Services
6. Market By Technology
6.1. Deep Learning
6.2. Querying Method
6.3. Natural Language Processing
6.4. Context Aware Processing
7. Market By End-User
7.1. Acos And Mcos
7.2. Patients
7.3. Payers
7.4. Pharmaceutical And Biotechnology Companies
7.5. Providers
8. Market By Application
8.1. Real-Time Monitoring
8.2. Precision Medicine
8.3. Personal Health And Nursing Assistants
8.4. Drug Development And Discovery
8.5. Robot-Assisted Surgery
8.6. Administrative Workflow Assistance
8.7. Clinical Trials
8.8. Diagnostic And Clinical Decision Support
8.9. Others
9. Geographical Analysis
9.1. North America
9.1.1. United States
9.1.2. Canada
9.2. Europe
9.2.1. United Kingdom
9.2.2. Germany
9.2.3. France
9.2.4. Italy
9.2.5. Russia
9.2.6. Belgium
9.2.7. Poland
9.2.8. Rest Of Europe
9.3. Asia Pacific
9.3.1. China
9.3.2. Japan
9.3.3. India
9.3.4. South Korea
9.3.5. Indonesia
9.3.6. Thailand
9.3.7. Vietnam
9.3.8. Australia & New Zealand
9.3.9. Rest Of Asia Pacific
9.4. Rest Of World
9.4.1. Latin America
9.4.2. Middle East & Africa
10. Company Profiles
10.1. Deep Genomics Inc
10.2. Enlitic Inc
10.3. Ge Healthcare
10.4. General Vision Inc
10.5. Google
10.6. Ibm Corporation
10.7. Icarbonx
10.8. Intel Corporation
10.9. Microsoft Corporation
10.10. Next It Corporation
10.11. Nvidia Corporation
10.12. Oncora Medical
10.13. Recursion Pharmaceuticals Inc
10.14. Stryker Corporation
10.15. Welltok Inc
List of Figures
Figure 1: Timeline Of Artificial Intelligence In Healthcare
Figure 2: Worldwide Internet Usage In Millions & Per 100 Inhabitants (2001-2019)
Figure 3: Worldwide Healthcare Iot Device Installations
Figure 4: Key Investment Insights
Figure 5: Porter’S Five Force Analysis
Figure 6: Opportunity Matrix
Figure 7: Vendor Landscape
Figure 8: Value Chain Analysis Of Ai In Healthcare Market
Figure 9: Key Buying Criteria
Figure 10: Global Artificial Intelligence In Healthcare Market, Growth Potential, By Offerings, In 2019
Figure 11: Global Artificial Intelligence In Healthcare Market, By Hardware, 2020-2028 (In $ Million)
Figure 12: Global Artificial Intelligence In Healthcare Market, By Software, 2020-2028 (In $ Million)
Figure 13: Global Artificial Intelligence In Healthcare Market, By Services, 2020-2028 (In $ Million)
Figure 14: Global Artificial Intelligence In Healthcare Market, Growth Potential, By Technology, In 2019
Figure 15: Global Artificial Intelligence In Healthcare Market, By Deep Learning, 2020-2028 (In $ Million)
Figure 16: Global Artificial Intelligence In Healthcare Market, By Querying Method, 2020-2028 (In $ Million)
Figure 17: Global Artificial Intelligence In Healthcare Market, By Natural Language Processing, 2020-2028 (In $ Million)
Figure 18: Global Artificial Intelligence In Healthcare Market, By Context Aware Processing, 2020-2028 (In $ Million)
Figure 19: Global Artificial Intelligence In Healthcare Market, Growth Potential, By End-User, In 2019
Figure 20: Global Artificial Intelligence In Healthcare Market, By Acos And Mcos, 2020-2028 (In $ Million)
Figure 21: Global Artificial Intelligence In Healthcare Market, By Patients, 2020-2028 (In $ Million)
Figure 22: Global Artificial Intelligence In Healthcare Market, By Payers, 2020-2028 (In $ Million)
Figure 23: Global Artificial Intelligence In Healthcare Market, By Pharmaceutical And Biotechnology Companies, 2020-2028 (In $ Million)
Figure 24: Global Artificial Intelligence In Healthcare Market, By Providers, 2020-2028 (In $ Million)
Figure 25: Global Artificial Intelligence In Healthcare Market, Growth Potential, By Application, In 2019
Figure 26: Global Artificial Intelligence In Healthcare Market, By Real-Time Monitoring, 2020-2028 (In $ Million)
Figure 27: Global Artificial Intelligence In Healthcare Market, By Precision Medicine, 2020-2028 (In $ Million)
Figure 28: Global Artificial Intelligence In Healthcare Market, By Personal Health And Nursing Assistants, 2020-2028 (In $ Million)
Figure 29: Global Artificial Intelligence In Healthcare Market, By Drug Development And Discovery, 2020-2028 (In $ Million)
Figure 30: Global Artificial Intelligence In Healthcare Market, By Robot-Assisted Surgery, 2020-2028 (In $ Million)
Figure 31: Global Artificial Intelligence In Healthcare Market, By Administrative Workflow Assistance, 2020-2028 (In $ Million)
Figure 32: Global Artificial Intelligence In Healthcare Market, By Clinical Trials, 2020-2028 (In $ Million)
Figure 33: Global Artificial Intelligence In Healthcare Market, By Diagnostic And Clinical Decision Support, 2020-2028 (In $ Million)
Figure 34: Global Artificial Intelligence In Healthcare Market, By Others, 2020-2028 (In $ Million)
Figure 35: North America Artificial Intelligence In Healthcare Market, Regional Outlook, 2019 & 2028 (In %)
Figure 36: United States Artificial Intelligence In Healthcare Market, 2020-2028 (In $ Million)
Figure 37: Canada Artificial Intelligence In Healthcare Market, 2020-2028 (In $ Million)
Figure 38: Europe Artificial Intelligence In Healthcare Market, Regional Outlook, 2019 & 2028 (In %)
Figure 39: United Kingdom Artificial Intelligence In Healthcare Market, 2020-2028 (In $ Million)
Figure 40: Germany Artificial Intelligence In Healthcare Market, 2020-2028 (In $ Million)
Figure 41: France Artificial Intelligence In Healthcare Market, 2020-2028 (In $ Million)
Figure 42: Italy Artificial Intelligence In Healthcare Market, 2020-2028 (In $ Million)
Figure 43: Russia Artificial Intelligence In Healthcare Market, 2020-2028 (In $ Million)
Figure 44: Belgium Artificial Intelligence In Healthcare Market, 2020-2028 (In $ Million)
Figure 45: Poland Artificial Intelligence In Healthcare Market, 2020-2028 (In $ Million)
Figure 46: Rest Of Europe Artificial Intelligence In Healthcare Market, 2020-2028 (In $ Million)
Figure 47: Asia Pacific Artificial Intelligence In Healthcare Market, Regional Outlook, 2019 & 2028 (In %)
Figure 48: China Artificial Intelligence In Healthcare Market, 2020-2028 (In $ Million)
Figure 49: Japan Artificial Intelligence In Healthcare Market, 2020-2028 (In $ Million)
Figure 50: India Artificial Intelligence In Healthcare Market, 2020-2028 (In $ Million)
Figure 51: South Korea Artificial Intelligence In Healthcare Market, 2020-2028 (In $ Million)
Figure 52: Indonesia Artificial Intelligence In Healthcare Market, 2020-2028 (In $ Million)
Figure 53: Thailand Artificial Intelligence In Healthcare Market, 2020-2028 (In $ Million)
Figure 54: Vietnam Artificial Intelligence In Healthcare Market, 2020-2028 (In $ Million)
Figure 55: Australia & New Zealand Artificial Intelligence In Healthcare Market, 2020-2028 (In $ Million)
Figure 56: Rest Of Asia Pacific Artificial Intelligence In Healthcare Market, 2020-2028 (In $ Million
Figure 57: Rest Of World Artificial Intelligence In Healthcare Market, Regional Outlook, 2019 & 2028 (In %)
Figure 58: Latin America Artificial Intelligence In Healthcare Market, 2020-2028 (In $ Million)
Figure 59: Middle East & Africa Artificial Intelligence In Healthcare Market, 2020-2028 (In $ Million)
List of Tables
TABLE 1: MARKET SNAPSHOT - ARTIFICIAL INTELLIGENCE IN HEALTHCARE
TABLE 2: REGULATORY FRAMEWORK
TABLE 3: GLOBAL ARTIFICIAL INTELLIGENCE IN HEALTHCARE MARKET, BY OFFERINGS, HISTORICAL YEARS, 2016-2019 (IN $ MILLION)
TABLE 4: GLOBAL ARTIFICIAL INTELLIGENCE IN HEALTHCARE MARKET, BY OFFERINGS, FORECAST YEARS, 2020-2028 (IN $ MILLION)
TABLE 5: GLOBAL HARDWARE MARKET, BY REGION, HISTORICAL YEARS, 2016-2019 (IN $ MILLION)
TABLE 6: GLOBAL HARDWARE MARKET, BY REGION, FORECAST YEARS, 2020-2028 (IN $ MILLION)
TABLE 7: GLOBAL SOFTWARE MARKET, BY REGION, HISTORICAL YEARS, 2016-2019 (IN $ MILLION)
TABLE 8: GLOBAL SOFTWARE MARKET, BY REGION, FORECAST YEARS, 2020-2028 (IN $ MILLION)
TABLE 9: GLOBAL SERVICES MARKET, BY REGION, HISTORICAL YEARS, 2016-2019 (IN $ MILLION)
TABLE 10: GLOBAL SERVICES MARKET, BY REGION, FORECAST YEARS, 2020-2028 (IN $ MILLION)
TABLE 11: GLOBAL ARTIFICIAL INTELLIGENCE IN HEALTHCARE MARKET, BY TECHNOLOGY, HISTORICAL YEARS, 2016-2019 (IN $ MILLION)
TABLE 12: GLOBAL ARTIFICIAL INTELLIGENCE IN HEALTHCARE MARKET, BY TECHNOLOGY, FORECAST YEARS, 2020-2028 (IN $ MILLION)
TABLE 13: GLOBAL DEEP LEARNING MARKET, BY REGION, HISTORICAL YEARS, 2016-2019 (IN $ MILLION)
TABLE 14: GLOBAL DEEP LEARNING MARKET, BY REGION, FORECAST YEARS, 2020-2028 (IN $ MILLION)
TABLE 15: GLOBAL QUERYING METHOD MARKET, BY REGION, HISTORICAL YEARS, 2016-2019 (IN $ MILLION)
TABLE 16: GLOBAL QUERYING METHOD MARKET, BY REGION, FORECAST YEARS, 2020-2028 (IN $ MILLION)
TABLE 17: GLOBAL NATURAL LANGUAGE PROCESSING MARKET, BY REGION, HISTORICAL YEARS, 2016-2019 (IN $ MILLION)
TABLE 18: GLOBAL NATURAL LANGUAGE PROCESSING MARKET, BY REGION, FORECAST YEARS, 2020-2028 (IN $ MILLION)
TABLE 19: GLOBAL CONTEXT AWARE PROCESSING MARKET, BY REGION, HISTORICAL YEARS, 2016-2019 (IN $ MILLION)
TABLE 20: GLOBAL CONTEXT AWARE PROCESSING MARKET, BY REGION, FORECAST YEARS, 2020-2028 (IN $ MILLION)
TABLE 21: GLOBAL ARTIFICIAL INTELLIGENCE IN HEALTHCARE MARKET, BY END-USER, HISTORICAL YEARS, 2016-2019 (IN $ MILLION)
TABLE 22: GLOBAL ARTIFICIAL INTELLIGENCE IN HEALTHCARE MARKET, BY END-USER, FORECAST YEARS, 2020-2028 (IN $ MILLION)
TABLE 23: GLOBAL ACOS AND MCOS MARKET, BY REGION, HISTORICAL YEARS, 2016-2019 (IN $ MILLION)
TABLE 24: GLOBAL ACOS AND MCOS MARKET, BY REGION, FORECAST YEARS, 2020-2028 (IN $ MILLION)
TABLE 25: GLOBAL PATIENTS MARKET, BY REGION, HISTORICAL YEARS, 2016-2019 (IN $ MILLION)
TABLE 26: GLOBAL PATIENTS MARKET, BY REGION, FORECAST YEARS, 2020-2028 (IN $ MILLION)
TABLE 27: GLOBAL PAYERS MARKET, BY REGION, HISTORICAL YEARS, 2016-2019 (IN $ MILLION)
TABLE 28: GLOBAL PAYERS MARKET, BY REGION, FORECAST YEARS, 2020-2028 (IN $ MILLION)
TABLE 29: GLOBAL PHARMACEUTICAL AND BIOTECHNOLOGY COMPANIES MARKET, BY REGION, HISTORICAL YEARS, 2016-2019 (IN $ MILLION)
TABLE 30: GLOBAL PHARMACEUTICAL AND BIOTECHNOLOGY COMPANIES MARKET, BY REGION, FORECAST YEARS, 2020-2028 (IN $ MILLION)
TABLE 31: GLOBAL PROVIDERS MARKET, BY REGION, HISTORICAL YEARS, 2016-2019 (IN $ MILLION)
TABLE 32: GLOBAL PROVIDERS MARKET, BY REGION, FORECAST YEARS, 2020-2028 (IN $ MILLION)
TABLE 33: GLOBAL ARTIFICIAL INTELLIGENCE IN HEALTHCARE MARKET, BY APPLICATION, HISTORICAL YEARS, 2016-2019 (IN $ MILLION)
TABLE 34: GLOBAL ARTIFICIAL INTELLIGENCE IN HEALTHCARE MARKET, BY APPLICATION, FORECAST YEARS, 2020-2028 (IN $ MILLION)
TABLE 35: GLOBAL REAL-TIME MONITORING MARKET, BY REGION, HISTORICAL YEARS, 2016-2019 (IN $ MILLION)
TABLE 36: GLOBAL REAL-TIME MONITORING MARKET, BY REGION, FORECAST YEARS, 2020-2028 (IN $ MILLION)
TABLE 37: GLOBAL PRECISION MEDICINE MARKET, BY REGION, HISTORICAL YEARS, 2016-2019 (IN $ MILLION)
TABLE 38: GLOBAL PRECISION MEDICINE MARKET, BY REGION, FORECAST YEARS, 2020-2028 (IN $ MILLION)
TABLE 39: GLOBAL PERSONAL HEALTH AND NURSING ASSISTANTS MARKET, BY REGION, HISTORICAL YEARS, 2016-2019 (IN $ MILLION)
TABLE 40: GLOBAL PERSONAL HEALTH AND NURSING ASSISTANTS MARKET, BY REGION, FORECAST YEARS, 2020-2028 (IN $ MILLION)
TABLE 41: GLOBAL DRUG DEVELOPMENT AND DISCOVERY MARKET, BY REGION, HISTORICAL YEARS, 2016-2019 (IN $ MILLION)
TABLE 42: GLOBAL DRUG DEVELOPMENT AND DISCOVERY MARKET, BY REGION, FORECAST YEARS, 2020-2028 (IN $ MILLION)
TABLE 43: GLOBAL ROBOT-ASSISTED SURGERY MARKET, BY REGION, HISTORICAL YEARS, 2016-2019 (IN $ MILLION)
TABLE 44: GLOBAL ROBOT-ASSISTED SURGERY MARKET, BY REGION, FORECAST YEARS, 2020-2028 (IN $ MILLION)
TABLE 45: GLOBAL ADMINISTRATIVE WORKFLOW ASSISTANCE MARKET, BY REGION, HISTORICAL YEARS, 2016-2019 (IN $ MILLION)
TABLE 46: GLOBAL ADMINISTRATIVE WORKFLOW ASSISTANCE MARKET, BY REGION, FORECAST YEARS, 2020-2028 (IN $ MILLION)
TABLE 47: GLOBAL CLINICAL TRIALS MARKET, BY REGION, HISTORICAL YEARS, 2016-2019 (IN $ MILLION)
TABLE 48: GLOBAL CLINICAL TRIALS MARKET, BY REGION, FORECAST YEARS, 2020-2028 (IN $ MILLION)
TABLE 49: GLOBAL DIAGNOSTIC AND CLINICAL DECISION SUPPORT MARKET, BY REGION, HISTORICAL YEARS, 2016-2019 (IN $ MILLION)
TABLE 50: GLOBAL DIAGNOSTIC AND CLINICAL DECISION SUPPORT MARKET, BY REGION, FORECAST YEARS, 2020-2028 (IN $ MILLION)
TABLE 51: GLOBAL OTHERS MARKET, BY REGION, HISTORICAL YEARS, 2016-2019 (IN $ MILLION)
TABLE 52: GLOBAL OTHERS MARKET, BY REGION, FORECAST YEARS, 2020-2028 (IN $ MILLION)
TABLE 53: GLOBAL ARTIFICIAL INTELLIGENCE IN HEALTHCARE MARKET, BY GEOGRAPHY, HISTORICAL YEARS, 2016-2019 (IN $ MILLION)
TABLE 54: GLOBAL ARTIFICIAL INTELLIGENCE IN HEALTHCARE MARKET, BY GEOGRAPHY, FORECAST YEARS, 2020-2028 (IN $ MILLION)
TABLE 55: NORTH AMERICA ARTIFICIAL INTELLIGENCE IN HEALTHCARE MARKET, BY COUNTRY, HISTORICAL YEARS, 2016-2019 (IN $ MILLION)
TABLE 56: NORTH AMERICA ARTIFICIAL INTELLIGENCE IN HEALTHCARE MARKET, BY COUNTRY, FORECAST YEARS, 2020-2028 (IN $ MILLION)
TABLE 57: EUROPE ARTIFICIAL INTELLIGENCE IN HEALTHCARE MARKET, BY COUNTRY, HISTORICAL YEARS, 2016-2019 (IN $ MILLION)
TABLE 58: EUROPE ARTIFICIAL INTELLIGENCE IN HEALTHCARE MARKET, BY COUNTRY, FORECAST YEARS, 2020-2028 (IN $ MILLION)
TABLE 59: ASIA PACIFIC ARTIFICIAL INTELLIGENCE IN HEALTHCARE MARKET, BY COUNTRY, HISTORICAL YEARS, 2016-2019 (IN $ MILLION)
TABLE 60: ASIA PACIFIC ARTIFICIAL INTELLIGENCE IN HEALTHCARE MARKET, BY COUNTRY, FORECAST YEARS, 2020-2028 (IN $ MILLION)
TABLE 61: REST OF WORLD ARTIFICIAL INTELLIGENCE IN HEALTHCARE MARKET, BY REGION, HISTORICAL YEARS, 2016-2019 (IN $ MILLION)
TABLE 62: REST OF WORLD ARTIFICIAL INTELLIGENCE IN HEALTHCARE MARKET, BY REGION, FORECAST YEARS, 2020-2028 (IN $ MILLION)