Market Scenario
Global Artificial Intelligence (AI) Healthcare Market was valued US$ 1,094.45 Mn in 2018 and expected to reach US$ XX Mn in 2026, at CAGR of XX % during forecast period.AI is an intelligent system , which applies numerous human intelligence based functions like reasoning, learning, and problem-solving skills on different disciplines like biology, computer science, mathematics, linguistics, psychology, and engineering. AI is widely applicable in medication management, treatment plans, and drug discovery. Global AI in healthcare market is primarily driven by hugh investment by the private firms. According to the World Economic Forum, in the year 2018, around 220 artificial Intelligence based companies mutually invested in AI. Additonally, advancements in IT and big data capabilities along with the surging healthcare expenditure is expected to drive the Global artificial intelligence (AI) healthcare market growth. On the other hand, With an increase in adoption of Artificial Intelligence (AI) in Healthcare, new challenges are introducing in the market. Complications in preserving the data security, slow adoption of AI-Based technologies, and ambiguous regulatory guidelines for medical software are some major issues, which are extremely limit the growth in the global Artificial Intelligence (AI) in healthcare market. The demand for Health information exchange (HIE) and interoperability solutions are increasing bacause of it offers superior supply chain management, workforce management, fraud detection, and consumer relationship management tools. These systems are aslo combine to streamline administrative tasks , which are currently completed manually, and may assistance organizations proactively identify opportunities for improvement. The Cloud-based solutions are expected to contribute US$ XX Mn share in the global artificial intelligence (AI) healthcare market. It is projected to grow at a XX% rate of CAGR because of the rise in popularity as organizations pursue immediate, low-cost options for deploying and maintaining health IT systems. Healthcare providers are focusing to adopt AI widely in intelligent tracking of biometric information and primary diagnosis of diseases. AI is increasing the treatments and the satisfaction of both patients and clinicians. The applications of AI mainly comprise smart devices, assisted living, fall detection, home health monitoring, and virtual companions like elderly care robotics. The technology development in the healthcare sector is expected to drive the market growth Geographically, North America region is expected to hold dominant postion in the Global Artificial Intelligence (AI) Healthcare Market. The dominant position in the market is attributed to the several factors like early adoption and huge investments by market key players in the region. An increase in adoption of machine learning (ML)and presence of the robust healthcare infrastrcture is contributing the significant share in the global artificial intelligence (AI) healthcare market. The objective of the report is to present a comprehensive analysis of Global Artificial Intelligence (AI) Healthcare Market including all the stakeholders of the industry. The past and current status of the industry with forecasted market size and trends are presented in the report with the analysis of complicated data in simple language. The report covers all aspects of the industry with a dedicated study of key players that includes market leaders, followers and new entrants by region. PORTER, SVOR, PESTEL analysis with the potential impact of micro-economic factors by region on the market are presented in the report. External as well as internal factors that are supposed to affect the business positively or negatively have been analysed, which will give a clear futuristic view of the industry to the decision-makers. The report also helps in understanding Global Artificial Intelligence (AI) Healthcare Market dynamics, structure by analysing the market segments and project the Global Artificial Intelligence (AI) Healthcare Market size. Clear representation of competitive analysis of key players by Type, price, financial position, product portfolio, growth strategies, and regional presence in the Global Artificial Intelligence (AI) Healthcare Market make the report investor’s guide.
Scope of Global Artificial Intelligence Healthcare Market:
Global Artificial Intelligence Healthcare Market, by Offering:
• Hardware • Software • ServiceGlobal Artificial Intelligence Healthcare Market, by Technology:
• Deep Learning • Querying Method • Natural Language Processing • Context Aware ProcessingGlobal Artificial Intelligence Healthcare Market, by Application:
• Robot-assisted Surgery • Virtual Nursing Assistant • Administrative Workflow Assistance • Fraud Detection • Dosage Error Reduction • Clinical Trial Participant Identifier • Preliminary Diagnosis • OthersGlobal Artificial Intelligence Healthcare Market, by End-User:
• Healthcare Provider • Pharmaceutical & Biotechnology Company • Patient • PayerGlobal Artificial Intelligence Healthcare Market, by Region:
• North America • Asia Pacific • Europe • Latin America • Middle East & AfricaKey Players Operated in Global Artificial Intelligence Healthcare Market Includes:
• Shimadzu Recursion Pharmaceuticals, Inc. • Siemens Healthineers • General Electric (GE) Company • Koninklijke Philips N.V. • Cloudmedx, Inc. • Bay Labs • Welltok, Inc. • Intel Corporation • Nvidia Corporation • Google Inc. • IBM Corporation • Microsoft Corporation • General Vision, Inc. • Enlitic, Inc. • Next IT Corporation • iCarbonX. • Deep Genomics Inc. • Enlitic Inc. • International Business Machines Corporation (IBM) • Oncore Medical Inc. • Recursion Pharmaceuticals Inc. • Stryker Corporation Artificial Intelligence (AI) Construction Market
Table of Contents
Global Artificial Intelligence (AI) Healthcare Market
1. Preface 1.1. Report Scope and Market Segmentation 1.2. Research Highlights 1.3. Research Objectives 1.4. Key Questions Answered 2. Assumptions and Research Methodology 2.1. Report Assumptions 2.2. Abbreviations Used 2.3. Research Methodology 3. Executive Summary 3.1. Global Artificial Intelligence (AI) Healthcare Market Size, By Market Value (US$ Mn) and Market, By Region 4. Market Overview 4.1. Introduction 4.2. Market Indicator 4.3. Drivers and Restraints Snapshot Analysis 4.3.1. Drivers 4.3.2. Restraints 4.3.3. Opportunities 4.3.4. Porter’s Analysis 4.3.5. Value Chain Analysis 4.3.6. SWOT Analysis 4.4. Global Artificial Intelligence (AI) Healthcare Market Industry Trends and Emerging Technologies 5. Global Artificial Intelligence (AI) Healthcare Market Analysis and Forecast 5.1. Global Artificial Intelligence (AI) Healthcare Market Analysis and Forecast 5.2. Global Artificial Intelligence (AI) Healthcare Market Size& Y-o-Y Growth Analysis 5.2.1. North America 5.2.2. Europe 5.2.3. Asia Pacific 5.2.4. Middle East & Africa 5.2.5. Latin America 6. Global Artificial Intelligence (AI) Healthcare Market Analysis and Forecast, By Offering 6.1. Introduction and Definition 6.2. Key Findings 6.3. Global Artificial Intelligence (AI) Healthcare Market Value Share Analysis, By Offering 6.4. Market Size (US$ Mn) Forecast, By Offering 6.5. Artificial Intelligence (AI) Healthcare Market Analysis, By Offering 6.6. Global Artificial Intelligence (AI) Healthcare Market Attractiveness Analysis, By Offering 7. Global Artificial Intelligence (AI) Healthcare Market Analysis and Forecast, By Technology 7.1. Introduction and Definition 7.2. Global Artificial Intelligence (AI) Healthcare Market Value Share Analysis, By Technology 7.3. Market Size (US$ Mn) Forecast, By Technology 7.4. Global Artificial Intelligence (AI) Healthcare Market Analysis, By Technology 7.5. Global Artificial Intelligence (AI) Healthcare Market Attractiveness Analysis, By Technology 8. Global Artificial Intelligence (AI) Healthcare Market Analysis and Forecast, By Application 8.1. Introduction and Definition 8.2. Global Artificial Intelligence (AI) Healthcare Market Value Share Analysis, By Application 8.3. Market Size (US$ Mn) Forecast, By Application 8.4. Global Artificial Intelligence (AI) Healthcare Market Analysis, By Application 8.5. Global Artificial Intelligence (AI) Healthcare Market Attractiveness Analysis, By Application 9. Global Artificial Intelligence (AI) Healthcare Market Analysis and Forecast, By End User 9.1. Introduction and Definition 9.2. Global Artificial Intelligence (AI) Healthcare Market Value Share Analysis, By End User 9.3. Market Size (US$ Mn) Forecast, By End User 9.4. Global Artificial Intelligence (AI) Healthcare Market Analysis, By End User 9.5. Global Artificial Intelligence (AI) Healthcare Market Attractiveness Analysis, By End User 10. Global Artificial Intelligence (AI) Healthcare Market Analysis, By Region 10.1. Global Artificial Intelligence (AI) Healthcare Market Value Share Analysis, By Region 10.2. Market Size (US$ Mn) Forecast, By Region 10.3. Global Artificial Intelligence (AI) Healthcare Market Attractiveness Analysis, By Region 11. North America Artificial Intelligence (AI) Healthcare Market Analysis 11.1. Key Findings 11.2. North America Artificial Intelligence (AI) Healthcare Market Overview 11.3. North America Artificial Intelligence (AI) Healthcare Market Value Share Analysis, By Offering 11.4. North America Artificial Intelligence (AI) Healthcare Market Forecast, By Offering 11.4.1. Software 11.4.2. Hardware 11.4.3. Services 11.5. North America Artificial Intelligence (AI) Healthcare Market Value Share Analysis, By Technology 11.6. North America Artificial Intelligence (AI) Healthcare Market Forecast, By Technology 11.6.1. Deep Learning 11.6.2. Querying Method 11.6.3. Natural Language Processing 11.6.4. Context Aware Processing 11.7. North America Artificial Intelligence (AI) Healthcare Market Value Share Analysis, By Application 11.8. North America Artificial Intelligence (AI) Healthcare Market Forecast, By Application 11.8.1. Robot-assisted Surgery 11.8.2. Virtual Nursing Assistant 11.8.3. Administrative Workflow Assistance 11.8.4. Fraud Detection 11.8.5. Dosage Error Reduction 11.8.6. Clinical Trial Participant Identifier 11.8.7. Preliminary Diagnosis 11.8.8. Others 11.9. North America Artificial Intelligence (AI) Healthcare Market Value Share Analysis, By End User 11.10. North America Artificial Intelligence (AI) Healthcare Market Forecast, By End User 11.10.1. Healthcare Provider 11.10.2. Pharmaceutical & Biotechnology Company 11.10.3. Patient 11.10.4. Payer 11.11. North America Artificial Intelligence (AI) Healthcare Market Value Share Analysis, By Country 11.12. North America Artificial Intelligence (AI) Healthcare Market Forecast, By Country 11.12.1.1. U.S., 2019–2026 11.12.1.2. Canada, 2019–2026 11.13. North America Artificial Intelligence (AI) Healthcare Market Analysis, By Country 11.14. U.S. Artificial Intelligence (AI) Healthcare Market Forecast, By Offering 11.14.1. Software 11.14.2. Hardware 11.14.3. Services 11.15. U.S. Artificial Intelligence (AI) Healthcare Market Forecast, By Technology 11.15.1. Deep Learning 11.15.2. Querying Method 11.15.3. Natural Language Processing 11.15.4. Context Aware Processing 11.16. U.S. Artificial Intelligence (AI) Healthcare Market Forecast, By Application 11.16.1. Robot-assisted Surgery 11.16.2. Virtual Nursing Assistant 11.16.3. Administrative Workflow Assistance 11.16.4. Fraud Detection 11.16.5. Dosage Error Reduction 11.16.6. Clinical Trial Participant Identifier 11.16.7. Preliminary Diagnosis 11.16.8. Others 11.17. U.S. Artificial Intelligence (AI) Healthcare Market Forecast, By End User 11.17.1. Healthcare Provider 11.17.2. Pharmaceutical & Biotechnology Company 11.17.3. Patient 11.17.4. Payer 11.18. Canada Artificial Intelligence (AI) Healthcare Market Forecast, By Offering 11.18.1. Software 11.18.2. Hardware 11.18.3. Services 11.19. Canada Artificial Intelligence (AI) Healthcare Market Forecast, By Technology 11.19.1. Deep Learning 11.19.2. Querying Method 11.19.3. Natural Language Processing 11.19.4. Context Aware Processing 11.20. Canada Artificial Intelligence (AI) Healthcare Market Forecast, By Application 11.20.1. Robot-assisted Surgery 11.20.2. Virtual Nursing Assistant 11.20.3. Administrative Workflow Assistance 11.20.4. Fraud Detection 11.20.5. Dosage Error Reduction 11.20.6. Clinical Trial Participant Identifier 11.20.7. Preliminary Diagnosis 11.20.8. Others 11.21. Canada Artificial Intelligence (AI) Healthcare Market Forecast, By End User 11.21.1. Healthcare Provider 11.21.2. Pharmaceutical & Biotechnology Company 11.21.3. Patient 11.21.4. Payer 11.22. North America Artificial Intelligence (AI) Healthcare Market Attractiveness Analysis 11.22.1. By Offering 11.22.2. By Technology 11.22.3. By Application 11.22.4. By End User 11.23. PEST Analysis 12. Europe Artificial Intelligence (AI) Healthcare Market Analysis 12.1. Key Findings 12.2. Europe Artificial Intelligence (AI) Healthcare Market Overview 12.3. Europe Artificial Intelligence (AI) Healthcare Market Value Share Analysis, By Offering 12.4. Europe Artificial Intelligence (AI) Healthcare Market Forecast, By Offering 12.4.1. Software 12.4.2. Hardware 12.4.3. Services 12.5. Europe Artificial Intelligence (AI) Healthcare Market Value Share Analysis, By Technology 12.6. Europe Artificial Intelligence (AI) Healthcare Market Forecast, By Technology 12.6.1. Deep Learning 12.6.2. Querying Method 12.6.3. Natural Language Processing 12.6.4. Context Aware Processing 12.7. Europe Artificial Intelligence (AI) Healthcare Market Value Share Analysis, By Application 12.8. Europe Artificial Intelligence (AI) Healthcare Market Forecast, By Application 12.8.1. Robot-assisted Surgery 12.8.2. Virtual Nursing Assistant 12.8.3. Administrative Workflow Assistance 12.8.4. Fraud Detection 12.8.5. Dosage Error Reduction 12.8.6. Clinical Trial Participant Identifier 12.8.7. Preliminary Diagnosis 12.8.8. Others 12.9. Europe Artificial Intelligence (AI) Healthcare Market Value Share Analysis, By End User 12.10. Europe Artificial Intelligence (AI) Healthcare Market Forecast, By End User 12.10.1. Healthcare Provider 12.10.2. Pharmaceutical & Biotechnology Company 12.10.3. Patient 12.10.4. Payer 12.11. Europe Artificial Intelligence (AI) Healthcare Market Value Share Analysis, By Country 12.12. Europe Artificial Intelligence (AI) Healthcare Market Forecast, By Country 12.12.1.1. Germany 12.12.1.2. U.K. 12.12.1.3. France 12.12.1.4. Italy 12.12.1.5. Spain 12.12.1.6. Rest of Europe 12.13. Europe Artificial Intelligence (AI) Healthcare Market Analysis, By Country/ Sub-region 12.14. Germany Artificial Intelligence (AI) Healthcare Market Forecast, By Offering 12.14.1. Software 12.14.2. Hardware 12.14.3. Services 12.15. Germany Artificial Intelligence (AI) Healthcare Market Forecast, By Technology 12.15.1. Deep Learning 12.15.2. Querying Method 12.15.3. Natural Language Processing 12.15.4. Context Aware Processing 12.16. Germany Artificial Intelligence (AI) Healthcare Market Forecast, By Application 12.16.1. Robot-assisted Surgery 12.16.2. Virtual Nursing Assistant 12.16.3. Administrative Workflow Assistance 12.16.4. Fraud Detection 12.16.5. Dosage Error Reduction 12.16.6. Clinical Trial Participant Identifier 12.16.7. Preliminary Diagnosis 12.16.8. Others 12.17. Germany Artificial Intelligence (AI) Healthcare Market Forecast, By End User 12.17.1. Healthcare Provider 12.17.2. Pharmaceutical & Biotechnology Company 12.17.3. Patient 12.17.4. Payer 12.18. U.K. Artificial Intelligence (AI) Healthcare Market Forecast, By Offering 12.18.1. Software 12.18.2. Hardware 12.18.3. Services 12.19. U.K. Artificial Intelligence (AI) Healthcare Market Forecast, By Technology 12.19.1. Deep Learning 12.19.2. Querying Method 12.19.3. Natural Language Processing 12.19.4. Context Aware Processing 12.20. U.K. Artificial Intelligence (AI) Healthcare Market Forecast, By Application 12.20.1. Robot-assisted Surgery 12.20.2. Virtual Nursing Assistant 12.20.3. Administrative Workflow Assistance 12.20.4. Fraud Detection 12.20.5. Dosage Error Reduction 12.20.6. Clinical Trial Participant Identifier 12.20.7. Preliminary Diagnosis 12.20.8. Others 12.21. U.K. Artificial Intelligence (AI) Healthcare Market Forecast, By End User 12.21.1. Healthcare Provider 12.21.2. Pharmaceutical & Biotechnology Company 12.21.3. Patient 12.21.4. Payer 12.22. France Artificial Intelligence (AI) Healthcare Market Forecast, By Offering 12.22.1. Software 12.22.2. Hardware 12.22.3. Services 12.23. France Artificial Intelligence (AI) Healthcare Market Forecast, By Technology 12.23.1. Deep Learning 12.23.2. Querying Method 12.23.3. Natural Language Processing 12.23.4. Context Aware Processing 12.24. France Artificial Intelligence (AI) Healthcare Market Forecast, By Application 12.24.1. Robot-assisted Surgery 12.24.2. Virtual Nursing Assistant 12.24.3. Administrative Workflow Assistance 12.24.4. Fraud Detection 12.24.5. Dosage Error Reduction 12.24.6. Clinical Trial Participant Identifier 12.24.7. Preliminary Diagnosis 12.24.8. Others 12.25. France Artificial Intelligence (AI) Healthcare Market Forecast, By End User 12.25.1. Healthcare Provider 12.25.2. Pharmaceutical & Biotechnology Company 12.25.3. Patient 12.25.4. Payer 12.26. Italy Artificial Intelligence (AI) Healthcare Market Forecast, By Offering 12.26.1. Software 12.26.2. Hardware 12.26.3. Services 12.27. Italy Artificial Intelligence (AI) Healthcare Market Forecast, By Technology 12.27.1. Deep Learning 12.27.2. Querying Method 12.27.3. Natural Language Processing 12.27.4. Context Aware Processing 12.28. Italy Artificial Intelligence (AI) Healthcare Market Forecast, By Application 12.28.1. Robot-assisted Surgery 12.28.2. Virtual Nursing Assistant 12.28.3. Administrative Workflow Assistance 12.28.4. Fraud Detection 12.28.5. Dosage Error Reduction 12.28.6. Clinical Trial Participant Identifier 12.28.7. Preliminary Diagnosis 12.28.8. Others 12.29. Italy Artificial Intelligence (AI) Healthcare Market Forecast, By End User 12.29.1. Healthcare Provider 12.29.2. Pharmaceutical & Biotechnology Company 12.29.3. Patient 12.29.4. Payer 12.30. Spain Artificial Intelligence (AI) Healthcare Market Forecast, By Offering 12.30.1. Software 12.30.2. Hardware 12.30.3. Services 12.31. Spain Artificial Intelligence (AI) Healthcare Market Forecast, By Technology 12.31.1. Deep Learning 12.31.2. Querying Method 12.31.3. Natural Language Processing 12.31.4. Context Aware Processing 12.32. Spain Artificial Intelligence (AI) Healthcare Market Forecast, By Application 12.32.1. Robot-assisted Surgery 12.32.2. Virtual Nursing Assistant 12.32.3. Administrative Workflow Assistance 12.32.4. Fraud Detection 12.32.5. Dosage Error Reduction 12.32.6. Clinical Trial Participant Identifier 12.32.7. Preliminary Diagnosis 12.32.8. Others 12.33. Spain Artificial Intelligence (AI) Healthcare Market Forecast, By End User 12.33.1. Healthcare Provider 12.33.2. Pharmaceutical & Biotechnology Company 12.33.3. Patient 12.33.4. Payer 12.34. Rest of Europe Artificial Intelligence (AI) Healthcare Market Forecast, By Offering 12.34.1. Software 12.34.2. Hardware 12.34.3. Services 12.35. Rest of Europe Artificial Intelligence (AI) Healthcare Market Forecast, By Technology 12.35.1. Deep Learning 12.35.2. Querying Method 12.35.3. Natural Language Processing 12.35.4. Context Aware Processing 12.36. Rest of Europe Artificial Intelligence (AI) Healthcare Market Forecast, By Application 12.36.1. Robot-assisted Surgery 12.36.2. Virtual Nursing Assistant 12.36.3. Administrative Workflow Assistance 12.36.4. Fraud Detection 12.36.5. Dosage Error Reduction 12.36.6. Clinical Trial Participant Identifier 12.36.7. Preliminary Diagnosis 12.36.8. Others 12.37. Rest Of Europe Artificial Intelligence (AI) Healthcare Market Forecast, By End User 12.37.1. Healthcare Provider 12.37.2. Pharmaceutical & Biotechnology Company 12.37.3. Patient 12.37.4. Payer 12.38. Europe Artificial Intelligence (AI) Healthcare Market Attractiveness Analysis 12.38.1. By Offering 12.38.2. By Technology 12.38.3. By Application 12.38.4. By End User 12.39. PEST Analysis 13. Asia Pacific Artificial Intelligence (AI) Healthcare Market Analysis 13.1. Key Findings 13.2. Asia Pacific Artificial Intelligence (AI) Healthcare Market Overview 13.3. Asia Pacific Artificial Intelligence (AI) Healthcare Market Value Share Analysis, By Offering 13.4. Asia Pacific Artificial Intelligence (AI) Healthcare Market Forecast, By Offering 13.4.1. Software 13.4.2. Hardware 13.4.3. Services 13.5. Asia Pacific Artificial Intelligence (AI) Healthcare Market Value Share Analysis, By Technology 13.6. Asia Pacific Artificial Intelligence (AI) Healthcare Market Forecast, By Technology 13.6.1. Deep Learning 13.6.2. Querying Method 13.6.3. Natural Language Processing 13.6.4. Context Aware Processing 13.7. Asia Pacific Artificial Intelligence (AI) Healthcare Market Value Share Analysis, By Application 13.8. Asia Pacific Artificial Intelligence (AI) Healthcare Market Forecast, By Application 13.8.1. Robot-assisted Surgery 13.8.2. Virtual Nursing Assistant 13.8.3. Administrative Workflow Assistance 13.8.4. Fraud Detection 13.8.5. Dosage Error Reduction 13.8.6. Clinical Trial Participant Identifier 13.8.7. Preliminary Diagnosis 13.8.8. Others 13.9. Asia Pacific Artificial Intelligence (AI) Healthcare Market Value Share Analysis, By End User 13.10. Asia Pacific Artificial Intelligence (AI) Healthcare Market Forecast, By End User 13.10.1. Healthcare Provider 13.10.2. Pharmaceutical & Biotechnology Company 13.10.3. Patient 13.10.4. Payer 13.11. Asia Pacific Artificial Intelligence (AI) Healthcare Market Value Share Analysis, By Country 13.12. Asia Pacific Artificial Intelligence (AI) Healthcare Market Forecast, By Country 13.12.1. China, 2019–2026 13.12.2. India, 2019–2026 13.12.3. Japan, 2019–2026 13.12.4. ASEAN, 2019–2026 13.12.5. Rest of Asia Pacific, 2019–2026 13.13. Asia Pacific Artificial Intelligence (AI) Healthcare Market Analysis, By Country/ Sub-region 13.14. China Artificial Intelligence (AI) Healthcare Market Forecast, By Offering 13.14.1. Software 13.14.2. Hardware 13.14.3. Services 13.15. China Artificial Intelligence (AI) Healthcare Market Forecast, By Technology 13.15.1. Deep Learning 13.15.2. Querying Method 13.15.3. Natural Language Processing 13.15.4. Context Aware Processing 13.16. China Artificial Intelligence (AI) Healthcare Market Forecast, By Application 13.16.1. Robot-assisted Surgery 13.16.2. Virtual Nursing Assistant 13.16.3. Administrative Workflow Assistance 13.16.4. Fraud Detection 13.16.5. Dosage Error Reduction 13.16.6. Clinical Trial Participant Identifier 13.16.7. Preliminary Diagnosis 13.16.8. Others 13.17. China Artificial Intelligence (AI) Healthcare Market Forecast, By End User 13.17.1. Healthcare Provider 13.17.2. Pharmaceutical & Biotechnology Company 13.17.3. Patient 13.17.4. Payer 13.18. India Artificial Intelligence (AI) Healthcare Market Forecast, By Offering 13.18.1. Software 13.18.2. Hardware 13.18.3. Services 13.19. India Artificial Intelligence (AI) Healthcare Market Forecast, By Technology 13.19.1. Deep Learning 13.19.2. Querying Method 13.19.3. Natural Language Processing 13.19.4. Context Aware Processing 13.20. India Artificial Intelligence (AI) Healthcare Market Forecast, By Application 13.20.1. Robot-assisted Surgery 13.20.2. Virtual Nursing Assistant 13.20.3. Administrative Workflow Assistance 13.20.4. Fraud Detection 13.20.5. Dosage Error Reduction 13.20.6. Clinical Trial Participant Identifier 13.20.7. Preliminary Diagnosis 13.20.8. Others 13.21. India Artificial Intelligence (AI) Healthcare Market Forecast, By End User 13.21.1. Healthcare Provider 13.21.2. Pharmaceutical & Biotechnology Company 13.21.3. Patient 13.21.4. Payer 13.22. Japan Artificial Intelligence (AI) Healthcare Market Forecast, By Offering 13.22.1. Software 13.22.2. Hardware 13.22.3. Services 13.23. Japan Artificial Intelligence (AI) Healthcare Market Forecast, By Technology 13.23.1. Deep Learning 13.23.2. Querying Method 13.23.3. Natural Language Processing 13.23.4. Context Aware Processing 13.24. Japan Artificial Intelligence (AI) Healthcare Market Forecast, By Application 13.24.1. Robot-assisted Surgery 13.24.2. Virtual Nursing Assistant 13.24.3. Administrative Workflow Assistance 13.24.4. Fraud Detection 13.24.5. Dosage Error Reduction 13.24.6. Clinical Trial Participant Identifier 13.24.7. Preliminary Diagnosis 13.24.8. Others 13.25. Japan Artificial Intelligence (AI) Healthcare Market Forecast, By End User 13.25.1. Healthcare Provider 13.25.2. Pharmaceutical & Biotechnology Company 13.25.3. Patient 13.25.4. Payer 13.26. ASEAN Artificial Intelligence (AI) Healthcare Market Forecast, By Offering 13.26.1. Software 13.26.2. Hardware 13.26.3. Services 13.27. ASEAN Artificial Intelligence (AI) Healthcare Market Forecast, By Technology 13.27.1. Deep Learning 13.27.2. Querying Method 13.27.3. Natural Language Processing 13.27.4. Context Aware Processing 13.28. ASEAN Artificial Intelligence (AI) Healthcare Market Forecast, By Application 13.28.1. Robot-assisted Surgery 13.28.2. Virtual Nursing Assistant 13.28.3. Administrative Workflow Assistance 13.28.4. Fraud Detection 13.28.5. Dosage Error Reduction 13.28.6. Clinical Trial Participant Identifier 13.28.7. Preliminary Diagnosis 13.28.8. Others 13.29. ASEAN Artificial Intelligence (AI) Healthcare Market Forecast, By End User 13.29.1. Healthcare Provider 13.29.2. Pharmaceutical & Biotechnology Company 13.29.3. Patient 13.29.4. Payer 13.30. Rest of Asia Pacific Artificial Intelligence (AI) Healthcare Market Forecast, By Offering 13.30.1. Software 13.30.2. Hardware 13.30.3. Services 13.31. Rest of Asia Pacific Artificial Intelligence (AI) Healthcare Market Forecast, By Technology 13.31.1. Deep Learning 13.31.2. Querying Method 13.31.3. Natural Language Processing 13.31.4. Context Aware Processing 13.32. Rest of Asia Pacific Artificial Intelligence (AI) Healthcare Market Forecast, By Application 13.32.1. Robot-assisted Surgery 13.32.2. Virtual Nursing Assistant 13.32.3. Administrative Workflow Assistance 13.32.4. Fraud Detection 13.32.5. Dosage Error Reduction 13.32.6. Clinical Trial Participant Identifier 13.32.7. Preliminary Diagnosis 13.32.8. Others 13.33. Rest of Asia Pacific Artificial Intelligence (AI) Healthcare Market Forecast, By End User 13.33.1. Healthcare Provider 13.33.2. Pharmaceutical & Biotechnology Company 13.33.3. Patient 13.33.4. Payer 13.34. Asia Pacific Artificial Intelligence (AI) Healthcare Market Attractiveness Analysis 13.34.1. By Offering 13.34.2. By Technology 13.34.3. By Application 13.34.4. By End User 13.35. PEST Analysis 14. Middle East & Africa Artificial Intelligence (AI) Healthcare Market Analysis 14.1. Key Findings 14.2. Middle East & Africa Artificial Intelligence (AI) Healthcare Market Overview 14.3. Middle East & Africa Artificial Intelligence (AI) Healthcare Market Value Share Analysis, By Offering 14.4. Middle East & Africa Artificial Intelligence (AI) Healthcare Market Forecast, By Offering 14.4.1. Software 14.4.2. Hardware 14.4.3. Services 14.5. Middle East & Africa Artificial Intelligence (AI) Healthcare Market Value Share Analysis, By Technology 14.6. Middle East & Africa Artificial Intelligence (AI) Healthcare Market Forecast, By Technology 14.6.1. Deep Learning 14.6.2. Querying Method 14.6.3. Natural Language Processing 14.6.4. Context Aware Processing 14.7. Middle East & Africa Artificial Intelligence (AI) Healthcare Market Value Share Analysis, By Application 14.8. Middle East & Africa Artificial Intelligence (AI) Healthcare Market Forecast, By Application 14.8.1. Robot-assisted Surgery 14.8.2. Virtual Nursing Assistant 14.8.3. Administrative Workflow Assistance 14.8.4. Fraud Detection 14.8.5. Dosage Error Reduction 14.8.6. Clinical Trial Participant Identifier 14.8.7. Preliminary Diagnosis 14.8.8. Others 14.9. Middle East & Africa Artificial Intelligence (AI) Healthcare Market Value Share Analysis, By End User 14.10. Middle East & Africa Artificial Intelligence (AI) Healthcare Market Forecast, By End User 14.10.1. Healthcare Provider 14.10.2. Pharmaceutical & Biotechnology Company 14.10.3. Patient 14.10.4. Payer 14.11. Middle East & Africa Artificial Intelligence (AI) Healthcare Market Value Share Analysis, By Country 14.12. Middle East & Africa Artificial Intelligence (AI) Healthcare Market Forecast, By Country 14.12.1. GCC, 2019–2026 14.12.2. South Africa, 2019–2026 14.12.3. Rest of Middle East & Africa, 2019–2026 14.13. Middle East & Africa Artificial Intelligence (AI) Healthcare Market Analysis, By Country/ Sub-region 14.14. GCC Artificial Intelligence (AI) Healthcare Market Forecast, By Offering 14.14.1. Software 14.14.2. Hardware 14.14.3. Services 14.15. GCC Artificial Intelligence (AI) Healthcare Market Forecast, By Technology 14.15.1. Deep Learning 14.15.2. Querying Method 14.15.3. Natural Language Processing 14.15.4. Context Aware Processing 14.16. GCC Artificial Intelligence (AI) Healthcare Market Forecast, By Application 14.16.1. Robot-assisted Surgery 14.16.2. Virtual Nursing Assistant 14.16.3. Administrative Workflow Assistance 14.16.4. Fraud Detection 14.16.5. Dosage Error Reduction 14.16.6. Clinical Trial Participant Identifier 14.16.7. Preliminary Diagnosis 14.16.8. Others 14.17. GCC Artificial Intelligence (AI) Healthcare Market Forecast, By End User 14.17.1. Healthcare Provider 14.17.2. Pharmaceutical & Biotechnology Company 14.17.3. Patient 14.17.4. Payer 14.18. South Africa Artificial Intelligence (AI) Healthcare Market Forecast, By Offering 14.18.1. Software 14.18.2. Hardware 14.18.3. Services 14.19. South Africa Artificial Intelligence (AI) Healthcare Market Forecast, By Technology 14.19.1. Deep Learning 14.19.2. Querying Method 14.19.3. Natural Language Processing 14.19.4. Context Aware Processing 14.20. South Africa Artificial Intelligence (AI) Healthcare Market Forecast, By Application 14.20.1. Robot-assisted Surgery 14.20.2. Virtual Nursing Assistant 14.20.3. Administrative Workflow Assistance 14.20.4. Fraud Detection 14.20.5. Dosage Error Reduction 14.20.6. Clinical Trial Participant Identifier 14.20.7. Preliminary Diagnosis 14.20.8. Others 14.21. South Africa Artificial Intelligence (AI) Healthcare Market Forecast, By End User 14.21.1. Healthcare Provider 14.21.2. Pharmaceutical & Biotechnology Company 14.21.3. Patient 14.21.4. Payer 14.22. Rest of Middle East & Africa Artificial Intelligence (AI) Healthcare Market Forecast, By Offering 14.22.1. Software 14.22.2. Hardware 14.22.3. Services 14.23. Rest of Middle East & Africa Artificial Intelligence (AI) Healthcare Market Forecast, By Technology 14.23.1. Deep Learning 14.23.2. Querying Method 14.23.3. Natural Language Processing 14.23.4. Context Aware Processing 14.24. Rest of Middle East & Africa Artificial Intelligence (AI) Healthcare Market Forecast, By Application 14.24.1. Robot-assisted Surgery 14.24.2. Virtual Nursing Assistant 14.24.3. Administrative Workflow Assistance 14.24.4. Fraud Detection 14.24.5. Dosage Error Reduction 14.24.6. Clinical Trial Participant Identifier 14.24.7. Preliminary Diagnosis 14.24.8. Others 14.25. Rest of Middle East & Africa Artificial Intelligence (AI) Healthcare Market Forecast, By End User 14.25.1. Healthcare Provider 14.25.2. Pharmaceutical & Biotechnology Company 14.25.3. Patient 14.25.4. Payer 14.26. Middle East & Africa Artificial Intelligence (AI) Healthcare Market Attractiveness Analysis 14.26.1. By Offering 14.26.2. By Technology 14.26.3. By Application 14.26.4. By End User 14.27. PEST Analysis 15. Latin America Artificial Intelligence (AI) Healthcare Market Analysis 15.1. Key Findings 15.2. Latin America Artificial Intelligence (AI) Healthcare Market Overview 15.3. Latin America Artificial Intelligence (AI) Healthcare Market Value Share Analysis, By Offering 15.4. Latin America Artificial Intelligence (AI) Healthcare Market Forecast, By Offering 15.4.1. Software 15.4.2. Hardware 15.4.3. Services 15.5. Latin America Artificial Intelligence (AI) Healthcare Market Value Share Analysis, By Technology 15.6. Latin America Artificial Intelligence (AI) Healthcare Market Forecast, By Technology 15.6.1. Deep Learning 15.6.2. Querying Method 15.6.3. Natural Language Processing 15.6.4. Context Aware Processing 15.7. Latin America Artificial Intelligence (AI) Healthcare Market Value Share Analysis, By Application 15.8. Latin America Artificial Intelligence (AI) Healthcare Market Forecast, By Application 15.8.1. Robot-assisted Surgery 15.8.2. Virtual Nursing Assistant 15.8.3. Administrative Workflow Assistance 15.8.4. Fraud Detection 15.8.5. Dosage Error Reduction 15.8.6. Clinical Trial Participant Identifier 15.8.7. Preliminary Diagnosis 15.8.8. Others 15.9. Latin America Artificial Intelligence (AI) Healthcare Market Value Share Analysis, By End User 15.10. Latin America Artificial Intelligence (AI) Healthcare Market Forecast, By End User 15.10.1. Healthcare Provider 15.10.2. Pharmaceutical & Biotechnology Company 15.10.3. Patient 15.10.4. Payer 15.11. Latin America Artificial Intelligence (AI) Healthcare Market Value Share Analysis, By Country 15.12. Latin America Artificial Intelligence (AI) Healthcare Market Forecast, By Country 15.12.1.1. Brazil, 2019–2026 15.12.1.2. Mexico, 2019–2026 15.12.1.3. Rest of Latin America, 2019–2026 15.13. Latin America Artificial Intelligence (AI) Healthcare Market Analysis, By Country/ Sub-region 15.14. Brazil Artificial Intelligence (AI) Healthcare Market Forecast, By Offering 15.14.1. Software 15.14.2. Hardware 15.14.3. Services 15.15. Brazil Artificial Intelligence (AI) Healthcare Market Forecast, By Technology 15.15.1. D
