Artificial Intelligence (AI) Market Forecasts to 2028 – Global Analysis By Offering (Hardware, Software, Services), End User (Clinics, Diagnostic centers, Healthcare Payers) and By Geography
According to Stratistics MRC, the Global Artificial Intelligence (AI) in Healthcare Market is accounted for $4.83 billion in 2020 and is expected to reach $84.02 billion by 2028 growing at a CAGR of 42.9% during the forecast period. Rising need to reduce healthcare costs and improving computing power and declining hardware cost is driving the market growth. However, lack of skilled AI workforce and indefinite regulatory guidelines for medical software is hampering the growth of the market.
Artificial intelligence is well-defined as an intelligent system that applies numerous human intelligence-based functions such as, learning, reasoning, and problem-solving skills in altered disciplines such as, psychology, computer science, biology, engineering, linguistics, and mathematics. Artificial intelligence in healthcare makes use of algorithms and software to examine multifaceted medical data. Artificial intelligence is used within the healthcare sector to research the link between treatment techniques and patient outcomes. AI in healthcare has numerous applications in, drug discovery, medication management, and treatment plans. It is used in medical practices such as drug development, personalized medicines, diagnostic processes, and patient monitoring care.
Based on the technology, the natural language processing segment is going to have lucrative growth during the forecast period, owing to an upsurge in the use of image recognition, data mining, signal reduction, and, which are primary components of most AI protocols. This is the foremost factor boosting the segment growth.
By geography, North America is going to have high growth during the forecast period. As it has the biggest number of registered hospitals in the province. AI can aid in hospital management applications, patient care, and patient data management which can help to improve such worries. Additionally, in North America due to the decrease healthcare workforce and aging population upsurge the demand for digital health systems, improved diagnosis & treatment services. Moreover, significant existences of foremost AI technology and product inventors in the province are other factors preferring the growth of the market.
Some of the key players profiled in the Artificial Intelligence (AI) in Market include Nvidia, Intel, IBM, Google, Microsoft, General Electric (Ge) Company, Siemens Healthineers (A Strategic Unit Of Siemens Group), Medtronic, Micron Technology and Amazon Web Services (Aws).
Offerings Covered:
All the customers of this report will be entitled to receive one of the following free customization options:
Artificial intelligence is well-defined as an intelligent system that applies numerous human intelligence-based functions such as, learning, reasoning, and problem-solving skills in altered disciplines such as, psychology, computer science, biology, engineering, linguistics, and mathematics. Artificial intelligence in healthcare makes use of algorithms and software to examine multifaceted medical data. Artificial intelligence is used within the healthcare sector to research the link between treatment techniques and patient outcomes. AI in healthcare has numerous applications in, drug discovery, medication management, and treatment plans. It is used in medical practices such as drug development, personalized medicines, diagnostic processes, and patient monitoring care.
Based on the technology, the natural language processing segment is going to have lucrative growth during the forecast period, owing to an upsurge in the use of image recognition, data mining, signal reduction, and, which are primary components of most AI protocols. This is the foremost factor boosting the segment growth.
By geography, North America is going to have high growth during the forecast period. As it has the biggest number of registered hospitals in the province. AI can aid in hospital management applications, patient care, and patient data management which can help to improve such worries. Additionally, in North America due to the decrease healthcare workforce and aging population upsurge the demand for digital health systems, improved diagnosis & treatment services. Moreover, significant existences of foremost AI technology and product inventors in the province are other factors preferring the growth of the market.
Some of the key players profiled in the Artificial Intelligence (AI) in Market include Nvidia, Intel, IBM, Google, Microsoft, General Electric (Ge) Company, Siemens Healthineers (A Strategic Unit Of Siemens Group), Medtronic, Micron Technology and Amazon Web Services (Aws).
Offerings Covered:
- Hardware
- Software
- Services
- Imaging Systems
- Medical Devices
- Smart Meters
- Smart Trackers
- Smartphones and Tablets
- Wearables
- Workstation Systems
- Machine Learning
- Computer Vision
- Context-Aware Computing
- Natural Language Processing
- Predictive Analytics
- Querying Method
- Speech Recognition
- Administrative Workflow Assistants
- Clinical Trial Participant Identifier
- Connected Machines
- Cybersecurity
- Diagnosis
- Dosage Error Reduction
- Drug Discovery
- Emergency Room and Hospital Management
- Fraud Detection
- Healthcare Assistance Robots
- Home Health
- Inpatient Care & Hospital Management
- Insights & Risk Analytics
- Inventory Management
- Lifestyle Management & Patient Monitoring
- Medical Imaging & Diagnostics
- Mental Health
- Operations Management
- Precision Medicine
- Predictive Maintenance/Self Diagnostics
- Preliminary Diagnosis
- Research
- Robot Assisted Surgery
- Virtual Nursing Assistants
- Clinics
- Diagnostic Centers
- Healthcare Payers
- Hospitals & Healthcare Providers
- Patients
- Pharmaceuticals & Biotechnology Companies
- Other End Users
- North America
- US
- Canada
- Mexico
- Europe
- Germany
- UK
- Italy
- France
- Spain
- Rest of Europe
- Asia Pacific
- Japan
- China
- India
- Australia
- New Zealand
- South Korea
- Rest of Asia Pacific
- South America
- Argentina
- Brazil
- Chile
- Rest of South America
- Middle East & Africa
- Saudi Arabia
- UAE
- Qatar
- South Africa
- Rest of Middle East & Africa
- Market share assessments for the regional and country-level segments
- Strategic recommendations for the new entrants
- Covers Market data for the years 2018, 2019, 2020, 2024 and 2027
- Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
- Strategic recommendations in key business segments based on the market estimations
- Competitive landscaping mapping the key common trends
- Company profiling with detailed strategies, financials, and recent developments
- Supply chain trends mapping the latest technological advancements
All the customers of this report will be entitled to receive one of the following free customization options:
- Company Profiling
- Comprehensive profiling of additional market players (up to 3)
- SWOT Analysis of key players (up to 3)
- Regional Segmentation
- Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
- Competitive Benchmarking
- Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances
1 EXECUTIVE SUMMARY
2 PREFACE
2.1 Abstract
2.2 Stake Holders
2.3 Research Scope
2.4 Research Methodology
2.4.1 Data Mining
2.4.2 Data Analysis
2.4.3 Data Validation
2.4.4 Research Approach
2.5 Research Sources
2.5.1 Primary Research Sources
2.5.2 Secondary Research Sources
2.5.3 Assumptions
3 MARKET TREND ANALYSIS
3.1 Introduction
3.2 Drivers
3.3 Restraints
3.4 Opportunities
3.5 Threats
3.6 Technology Analysis
3.7 Application Analysis
3.8 End User Analysis
3.9 Emerging Markets
3.10 Impact of Covid-19
4 PORTERS FIVE FORCE ANALYSIS
4.1 Bargaining power of suppliers
4.2 Bargaining power of buyers
4.3 Threat of substitutes
4.4 Threat of new entrants
4.5 Competitive rivalry
5 GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN HEALTHCARE MARKET, BY OFFERING
5.1 Introduction
5.2 Hardware
5.2.1 Processor
5.2.1.1 Application-Specific Integrated Circuit (ASIC)
5.2.1.2 Field Programmable Gate Arrays (FPGA)
5.2.1.3 Graphics Processing Unit (GPU)
5.2.1.4 Micro Processor Unit (MPU)
5.2.2 Memory
5.2.3 Network
5.3 Software
5.3.1 AI Solutions
5.3.1.1 On-Premises
5.3.1.2 Cloud
5.3.2 AI Platform
5.3.2.1 Machine Learning Framework
5.3.2.2 Application Program Interface
5.4 Services
5.4.1 Deployment & Integration
5.4.2 Support & Maintenance
6 GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN HEALTHCARE MARKET, BY PRODUCT, PARTS & DEVICES
6.1 Introduction
6.2 Imaging Systems
6.3 Medical Devices
6.4 Smart Meters
6.5 Smart Trackers
6.6 Smartphones and Tablets
6.7 Wearables
6.8 Workstation Systems
7 GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN HEALTHCARE MARKET, BY TECHNOLOGY
7.1 Introduction
7.2 Machine Learning
7.2.1 Deep Learning
7.2.2 Reinforcement Learning
7.2.3 Supervised Learning
7.2.4 Unsupervised Learning
7.3 Computer Vision
7.4 Context-Aware Computing
7.5 Natural Language Processing
7.6 Predictive Analytics
7.7 Querying Method
7.8 Speech Recognition
8 GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN HEALTHCARE MARKET, BY APPLICATION
8.1 Introduction
8.2 Administrative Workflow Assistants
8.3 Clinical Trial Participant Identifier
8.4 Connected Machines
8.5 Cybersecurity
8.6 Diagnosis
8.7 Dosage Error Reduction
8.8 Drug Discovery
8.9 Emergency Room and Hospital Management
8.10 Fraud Detection
8.11 Healthcare Assistance Robots
8.12 Home Health
8.13 Inpatient Care & Hospital Management
8.14 Insights & Risk Analytics
8.15 Inventory Management
8.16 Lifestyle Management & Patient Monitoring
8.17 Medical Imaging & Diagnostics
8.18 Mental Health
8.19 Operations Management
8.20 Precision Medicine
8.21 Predictive Maintenance/Self Diagnostics
8.22 Preliminary Diagnosis
8.23 Research
8.24 Robot Assisted Surgery
8.25 Virtual Nursing Assistants
9 GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN HEALTHCARE MARKET, BY END USER
9.1 Introduction
9.2 Clinics
9.3 Diagnostic Centers
9.4 Healthcare Payers
9.5 Hospitals & Healthcare Providers
9.6 Patients
9.7 Pharmaceuticals & Biotechnology Companies
9.8 Other End Users
9.9.1 Advertising Cost of Sale (ACOS)
9.9.2 Managed Care Organization (MCOS) (Health)
10 GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN HEALTHCARE MARKET, BY GEOGRAPHY
10.1 Introduction
10.2 North America
10.2.1 US
10.2.2 Canada
10.2.3 Mexico
10.3 Europe
10.3.1 Germany
10.3.2 UK
10.3.3 Italy
10.3.4 France
10.3.5 Spain
10.3.6 Rest of Europe
10.4 Asia Pacific
10.4.1 Japan
10.4.2 China
10.4.3 India
10.4.4 Australia
10.4.5 New Zealand
10.4.6 South Korea
10.4.7 Rest of Asia Pacific
10.5 South America
10.5.1 Argentina
10.5.2 Brazil
10.5.3 Chile
10.5.4 Rest of South America
10.6 Middle East & Africa
10.6.1 Saudi Arabia
10.6.2 UAE
10.6.3 Qatar
10.6.4 South Africa
10.6.5 Rest of Middle East & Africa
11 KEY DEVELOPMENTS
11.1 Agreements, Partnerships, Collaborations and Joint Ventures
11.2 Acquisitions & Mergers
11.3 New Product Launch
11.4 Expansions
11.5 Other Key Strategies
12 COMPANY PROFILING
12.1 Nvidia
12.2 Intel
12.3 IBM
12.4 Google
12.5 Microsoft
12.6 General Electric (Ge) Company
12.7 Siemens Healthineers (A Strategic Unit Of Siemens Group)
12.8 Medtronic
12.9 Micron Technology
12.10 Amazon Web Services (Aws)
2 PREFACE
2.1 Abstract
2.2 Stake Holders
2.3 Research Scope
2.4 Research Methodology
2.4.1 Data Mining
2.4.2 Data Analysis
2.4.3 Data Validation
2.4.4 Research Approach
2.5 Research Sources
2.5.1 Primary Research Sources
2.5.2 Secondary Research Sources
2.5.3 Assumptions
3 MARKET TREND ANALYSIS
3.1 Introduction
3.2 Drivers
3.3 Restraints
3.4 Opportunities
3.5 Threats
3.6 Technology Analysis
3.7 Application Analysis
3.8 End User Analysis
3.9 Emerging Markets
3.10 Impact of Covid-19
4 PORTERS FIVE FORCE ANALYSIS
4.1 Bargaining power of suppliers
4.2 Bargaining power of buyers
4.3 Threat of substitutes
4.4 Threat of new entrants
4.5 Competitive rivalry
5 GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN HEALTHCARE MARKET, BY OFFERING
5.1 Introduction
5.2 Hardware
5.2.1 Processor
5.2.1.1 Application-Specific Integrated Circuit (ASIC)
5.2.1.2 Field Programmable Gate Arrays (FPGA)
5.2.1.3 Graphics Processing Unit (GPU)
5.2.1.4 Micro Processor Unit (MPU)
5.2.2 Memory
5.2.3 Network
5.3 Software
5.3.1 AI Solutions
5.3.1.1 On-Premises
5.3.1.2 Cloud
5.3.2 AI Platform
5.3.2.1 Machine Learning Framework
5.3.2.2 Application Program Interface
5.4 Services
5.4.1 Deployment & Integration
5.4.2 Support & Maintenance
6 GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN HEALTHCARE MARKET, BY PRODUCT, PARTS & DEVICES
6.1 Introduction
6.2 Imaging Systems
6.3 Medical Devices
6.4 Smart Meters
6.5 Smart Trackers
6.6 Smartphones and Tablets
6.7 Wearables
6.8 Workstation Systems
7 GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN HEALTHCARE MARKET, BY TECHNOLOGY
7.1 Introduction
7.2 Machine Learning
7.2.1 Deep Learning
7.2.2 Reinforcement Learning
7.2.3 Supervised Learning
7.2.4 Unsupervised Learning
7.3 Computer Vision
7.4 Context-Aware Computing
7.5 Natural Language Processing
7.6 Predictive Analytics
7.7 Querying Method
7.8 Speech Recognition
8 GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN HEALTHCARE MARKET, BY APPLICATION
8.1 Introduction
8.2 Administrative Workflow Assistants
8.3 Clinical Trial Participant Identifier
8.4 Connected Machines
8.5 Cybersecurity
8.6 Diagnosis
8.7 Dosage Error Reduction
8.8 Drug Discovery
8.9 Emergency Room and Hospital Management
8.10 Fraud Detection
8.11 Healthcare Assistance Robots
8.12 Home Health
8.13 Inpatient Care & Hospital Management
8.14 Insights & Risk Analytics
8.15 Inventory Management
8.16 Lifestyle Management & Patient Monitoring
8.17 Medical Imaging & Diagnostics
8.18 Mental Health
8.19 Operations Management
8.20 Precision Medicine
8.21 Predictive Maintenance/Self Diagnostics
8.22 Preliminary Diagnosis
8.23 Research
8.24 Robot Assisted Surgery
8.25 Virtual Nursing Assistants
9 GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN HEALTHCARE MARKET, BY END USER
9.1 Introduction
9.2 Clinics
9.3 Diagnostic Centers
9.4 Healthcare Payers
9.5 Hospitals & Healthcare Providers
9.6 Patients
9.7 Pharmaceuticals & Biotechnology Companies
9.8 Other End Users
9.9.1 Advertising Cost of Sale (ACOS)
9.9.2 Managed Care Organization (MCOS) (Health)
10 GLOBAL ARTIFICIAL INTELLIGENCE (AI) IN HEALTHCARE MARKET, BY GEOGRAPHY
10.1 Introduction
10.2 North America
10.2.1 US
10.2.2 Canada
10.2.3 Mexico
10.3 Europe
10.3.1 Germany
10.3.2 UK
10.3.3 Italy
10.3.4 France
10.3.5 Spain
10.3.6 Rest of Europe
10.4 Asia Pacific
10.4.1 Japan
10.4.2 China
10.4.3 India
10.4.4 Australia
10.4.5 New Zealand
10.4.6 South Korea
10.4.7 Rest of Asia Pacific
10.5 South America
10.5.1 Argentina
10.5.2 Brazil
10.5.3 Chile
10.5.4 Rest of South America
10.6 Middle East & Africa
10.6.1 Saudi Arabia
10.6.2 UAE
10.6.3 Qatar
10.6.4 South Africa
10.6.5 Rest of Middle East & Africa
11 KEY DEVELOPMENTS
11.1 Agreements, Partnerships, Collaborations and Joint Ventures
11.2 Acquisitions & Mergers
11.3 New Product Launch
11.4 Expansions
11.5 Other Key Strategies
12 COMPANY PROFILING
12.1 Nvidia
12.2 Intel
12.3 IBM
12.4 Google
12.5 Microsoft
12.6 General Electric (Ge) Company
12.7 Siemens Healthineers (A Strategic Unit Of Siemens Group)
12.8 Medtronic
12.9 Micron Technology
12.10 Amazon Web Services (Aws)
LIST OF TABLES
Table 1 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Region (2019-2028) (US $MN)
Table 2 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Offering (2019-2028) (US $MN)
Table 3 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Hardware (2019-2028) (US $MN)
Table 4 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Processor (2019-2028) (US $MN)
Table 5 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Memory (2019-2028) (US $MN)
Table 6 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Network (2019-2028) (US $MN)
Table 7 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Software (2019-2028) (US $MN)
Table 8 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Artifical Intelligence (AI) Solutions (2019-2028) (US $MN)
Table 9 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Artifical Intelligence (AI) Platform (2019-2028) (US $MN)
Table 10 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Services (2019-2028) (US $MN)
Table 11 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Deployment & Integration (2019-2028) (US $MN)
Table 12 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Support & Maintenance (2019-2028) (US $MN)
Table 13 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Product, Parts & Devices (2019-2028) (US $MN)
Table 14 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Imaging Systems (2019-2028) (US $MN)
Table 15 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Medical Devices (2019-2028) (US $MN)
Table 16 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Smart Meters (2019-2028) (US $MN)
Table17 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Smart Trackers (2019-2028) (US $MN)
Table 18 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Smartphones and Tablets (2019-2028) (US $MN)
Table 19 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Wearables (2019-2028) (US $MN)
Table 20 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Workstation Systems (2019-2028) (US $MN)
Table 21 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Technology (2019-2028) (US $MN)
Table 22 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Machine Learning (2019-2028) (US $MN)
Table 23 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Deep Learning (2019-2028) (US $MN)
Table 24 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Reinforcement Learning (2019-2028) (US $MN)
Table 25 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Supervised Learning (2019-2028) (US $MN)
Table 26 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Unsupervised Learning (2019-2028) (US $MN)
Table 27 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Computer Vision (2019-2028) (US $MN)
Table 28 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Context-Aware Computing (2019-2028) (US $MN)
Table 29 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Natural Language Processing (2019-2028) (US $MN)
Table 30 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Predictive Analytics (2019-2028) (US $MN)
Table 31 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Querying Method (2019-2028) (US $MN)
Table 32 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Speech Recognition (2019-2028) (US $MN)
Table 33 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Application (2019-2028) (US $MN)
Table 34 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Administrative Workflow Assistants (2019-2028) (US $MN)
Table 35 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Clinical Trial Participant Identifier (2019-2028) (US $MN)
Table 36 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Connected Machines (2019-2028) (US $MN)
Table 37 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Cybersecurity (2019-2028) (US $MN)
Table 38 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Diagnosis (2019-2028) (US $MN)
Table 39 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Dosage Error Reduction (2019-2028) (US $MN)
Table 40 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Drug Discovery (2019-2028) (US $MN)
Table 41 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Emergency Room and Hospital Management (2019-2028) (US $MN)
Table 42 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Fraud Detection (2019-2028) (US $MN)
Table 43 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Healthcare Assistance Robots (2019-2028) (US $MN)
Table 44 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Home Health (2019-2028) (US $MN)
Table 45 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Inpatient Care & Hospital Management (2019-2028) (US $MN)
Table 46 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Insights & Risk Analytics (2019-2028) (US $MN)
Table 47 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Inventory Management (2019-2028) (US $MN)
Table 48 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Lifestyle Management & Patient Monitoring (2019-2028) (US $MN)
Table 49 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Medical Imaging & Diagnostics (2019-2028) (US $MN)
Table 50 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Mental Health (2019-2028) (US $MN)
Table 51 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Operations Management (2019-2028) (US $MN)
Table 52 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Precision Medicine (2019-2028) (US $MN)
Table 53 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Predictive Maintenance/Self Diagnostics (2019-2028) (US $MN)
Table 54 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Preliminary Diagnosis (2019-2028) (US $MN)
Table 55 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Research (2019-2028) (US $MN)
Table 56 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Robot Assisted Surgery (2019-2028) (US $MN)
Table 57 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Virtual Nursing Assistants (2019-2028) (US $MN)
Table 58 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By End User (2019-2028) (US $MN)
Table 59 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Clinics (2019-2028) (US $MN)
Table 60 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Diagnostic Centers (2019-2028) (US $MN)
Table 61 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Healthcare Payers (2019-2028) (US $MN)
Table 62 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Hospitals & Healthcare Providers (2019-2028) (US $MN)
Table 63 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Patients (2019-2028) (US $MN)
Table 64 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Pharmaceuticals & Biotechnology Companies (2019-2028) (US $MN)
Table 65 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Other End Users (2019-2028) (US $MN)
Table 66 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Advertising Cost of Sale (ACOS) (2019-2028) (US $MN)
Table 67 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Managed Care Organization (MCOS) (Health) (2019-2028) (US $MN)
Table 1 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Region (2019-2028) (US $MN)
Table 2 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Offering (2019-2028) (US $MN)
Table 3 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Hardware (2019-2028) (US $MN)
Table 4 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Processor (2019-2028) (US $MN)
Table 5 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Memory (2019-2028) (US $MN)
Table 6 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Network (2019-2028) (US $MN)
Table 7 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Software (2019-2028) (US $MN)
Table 8 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Artifical Intelligence (AI) Solutions (2019-2028) (US $MN)
Table 9 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Artifical Intelligence (AI) Platform (2019-2028) (US $MN)
Table 10 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Services (2019-2028) (US $MN)
Table 11 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Deployment & Integration (2019-2028) (US $MN)
Table 12 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Support & Maintenance (2019-2028) (US $MN)
Table 13 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Product, Parts & Devices (2019-2028) (US $MN)
Table 14 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Imaging Systems (2019-2028) (US $MN)
Table 15 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Medical Devices (2019-2028) (US $MN)
Table 16 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Smart Meters (2019-2028) (US $MN)
Table17 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Smart Trackers (2019-2028) (US $MN)
Table 18 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Smartphones and Tablets (2019-2028) (US $MN)
Table 19 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Wearables (2019-2028) (US $MN)
Table 20 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Workstation Systems (2019-2028) (US $MN)
Table 21 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Technology (2019-2028) (US $MN)
Table 22 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Machine Learning (2019-2028) (US $MN)
Table 23 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Deep Learning (2019-2028) (US $MN)
Table 24 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Reinforcement Learning (2019-2028) (US $MN)
Table 25 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Supervised Learning (2019-2028) (US $MN)
Table 26 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Unsupervised Learning (2019-2028) (US $MN)
Table 27 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Computer Vision (2019-2028) (US $MN)
Table 28 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Context-Aware Computing (2019-2028) (US $MN)
Table 29 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Natural Language Processing (2019-2028) (US $MN)
Table 30 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Predictive Analytics (2019-2028) (US $MN)
Table 31 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Querying Method (2019-2028) (US $MN)
Table 32 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Speech Recognition (2019-2028) (US $MN)
Table 33 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Application (2019-2028) (US $MN)
Table 34 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Administrative Workflow Assistants (2019-2028) (US $MN)
Table 35 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Clinical Trial Participant Identifier (2019-2028) (US $MN)
Table 36 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Connected Machines (2019-2028) (US $MN)
Table 37 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Cybersecurity (2019-2028) (US $MN)
Table 38 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Diagnosis (2019-2028) (US $MN)
Table 39 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Dosage Error Reduction (2019-2028) (US $MN)
Table 40 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Drug Discovery (2019-2028) (US $MN)
Table 41 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Emergency Room and Hospital Management (2019-2028) (US $MN)
Table 42 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Fraud Detection (2019-2028) (US $MN)
Table 43 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Healthcare Assistance Robots (2019-2028) (US $MN)
Table 44 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Home Health (2019-2028) (US $MN)
Table 45 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Inpatient Care & Hospital Management (2019-2028) (US $MN)
Table 46 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Insights & Risk Analytics (2019-2028) (US $MN)
Table 47 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Inventory Management (2019-2028) (US $MN)
Table 48 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Lifestyle Management & Patient Monitoring (2019-2028) (US $MN)
Table 49 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Medical Imaging & Diagnostics (2019-2028) (US $MN)
Table 50 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Mental Health (2019-2028) (US $MN)
Table 51 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Operations Management (2019-2028) (US $MN)
Table 52 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Precision Medicine (2019-2028) (US $MN)
Table 53 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Predictive Maintenance/Self Diagnostics (2019-2028) (US $MN)
Table 54 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Preliminary Diagnosis (2019-2028) (US $MN)
Table 55 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Research (2019-2028) (US $MN)
Table 56 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Robot Assisted Surgery (2019-2028) (US $MN)
Table 57 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Virtual Nursing Assistants (2019-2028) (US $MN)
Table 58 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By End User (2019-2028) (US $MN)
Table 59 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Clinics (2019-2028) (US $MN)
Table 60 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Diagnostic Centers (2019-2028) (US $MN)
Table 61 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Healthcare Payers (2019-2028) (US $MN)
Table 62 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Hospitals & Healthcare Providers (2019-2028) (US $MN)
Table 63 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Patients (2019-2028) (US $MN)
Table 64 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Pharmaceuticals & Biotechnology Companies (2019-2028) (US $MN)
Table 65 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Other End Users (2019-2028) (US $MN)
Table 66 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Advertising Cost of Sale (ACOS) (2019-2028) (US $MN)
Table 67 Global Artificial Intelligence (AI) in Healthcare Market Outlook, By Managed Care Organization (MCOS) (Health) (2019-2028) (US $MN)
