The Artificial Intelligence in Healthcare Market Size was valued at USD 22.5 Billion in 2023 and is expected to reach USD 370.14 billion by 2032 and grow at a CAGR of 36.5%over the forecast period 2024-2032.
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Artificial Intelligence (AI) in Healthcare: Revolutionizing Patient Outcomes and Operational Efficiency
Artificial Intelligence (AI) is swiftly converting the healthcare industry, further providing unique opportunities to enhance patient outcomes, improve operational efficiency, and decrease costs. As healthcare players are struggling with the surging demand and the ability of AI to analyze large amounts of data, make accurate predictions, and patterns identification has become a strategic driver for market expansion.
AI Impact on Healthcare: Enhancing Accuracy, Efficiency, and Patient Outcomes
The main driving factor for market growth is the urgent need for enhanced accuracy, efficiency, and patient outcomes. AI-powered solutions help in automating the routine tasks, improving diagnostic accuracy, and allow personalized treatment plans. For instance, AI algorithms are able to analyze medical images to detect anomalies more accurately, which leads to earlier diagnosis and treatment. This growth of healthcare data, coupled with the global healthcare professionals’ shortage, has created a surging need for innovative solutions.
Competitive Landscape: An Increase in AI Players in Healthcare
The artificial intelligence in healthcare market is experiencing a rapid growth in players, such as technology giants, established healthcare providers, and startups. These leading players in the market are developing a large range of AI-powered solutions, from diagnostic tools to predictive analytics platforms. Competition is intense, with companies vying to differentiate their offerings and capture artificial intelligence in healthcare market share. Factors including technological innovation, partnerships, and product quality, with healthcare providers that are the major determinants of success.
AI Transforming Healthcare: From Support for Clinical Decision to Drug Discovery
AI is revolutionizing different healthcare aspects, starting from clinical decision support to drug discovery and also medical imaging. By analyzing large number of data, the AI-powered tools help healthcare providers in making informed decisions, further boosting the drug development, enhance diagnostic accuracy, and optimize resource allocation for population health management.
Navigating the Regulatory and Ethical Healthcare AI Landscape
The regulatory and ethical landscape of healthcare AI is complex. Data quality and privacy are at the paramount for preventing patient information and maintain trust. To protect sensitive data, adherence to regulatory frameworks, such as GDPR HIPAA are necessary. Furthermore, the ethical AI implications, such as transparency and accountability, should be considered carefully to ensure proper use of technology.
Drivers:
To address workforce shortages and improve patient outcomes are the initial artificial intelligence in healthcare market growth drivers. The high growth for the global shortage of healthcare professionals and healthcare data have generated a strong requirement for AI-powered solutions. AI also improves the diagnostic accuracy, offer personalized care, total patient outcomes, and minimize costs. Recent advancements in AI have revolutionized healthcare.
AI models, such as AlphaFold boosts the drug discovery by forecasting protein structures, as AI-powered medical imaging improves diagnostic accuracy. Personalized treatment plans that are based on AI-assisted surgery and individual patient data, which provide enhanced precision and decreased recovery times. AI-powered virtual therapists and chatbots offer accessible mental health particularly in the underserved regions. To ensure ethical AI use, there is a surging focus on developing unbiased, fair, and transparent AI systems in the healthcare industry.
Restraints
To ensure the privacy and quality of healthcare data has been important for effective AI implementation. Poor data quality can hamper the accuracy of AI models, as privacy concerns can possibly limit data availability and hinder research.
By Component
The software solution component segment led the market in 2023 with a market share of 38.7% due to the increasing AI-based software solutions adoption among various healthcare providers, patients, and payers. For instance, several Chinese software developers and GE Healthcare, in September 2019, have partnered to create Edison AI platform, highlighting the AI adoption trend in healthcare industry.
The services component is expected to grow, fueled by the expanding penetration of AI-based technologies in various healthcare applications. The applications include virtual assistants, clinical trials, decrease in dosage error, surgeries assisted by robots, and detection of frauds. The increasing demand for AI-related services, including implementation, consulting, and maintenance, is also contributing to the expansion of the segment.
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By Application
The robot assisted application segment held the dominant market share of around 22.0% in 2023 due to the factors, such as surge in robot-assisted surgeries and propelled funding for the development of AI platform. Intuitive Surgical, which is a leading provider of surgical robotics, reported robust Q1 2023 results, with an increased revenue of 14% year-over-year, caused by the 26% surge in robotic procedures.
This high demand highlights the growing trained professionals’ requirement in the market.
The increased growth the robot-assisted surgery is primarily driven by the shortage of skilled surgeons. AI-powered technologies help surgeons to perform difficult procedures with better accuracy and precision, substantially tackling the challenges caused by the limited surgical expertise supply globally.
By Technology
Machine Learning (ML): The machine learning technology segment dominated the market in 2023 with 35.6% market share. The healthcare industry generates massive amounts of data, including electronic health records (EHRs), medical imaging, genomic data, and wearable device data. Machine Learning makes extraction valuable insights easy from the datasets, further helping healthcare companies make strategic data-driven decisions and along with enhancing patient results.
ML is widely integrated into healthcare solutions for disease diagnosis, prognosis, and treatment planning. By analyzing patient data patterns and correlations, ML models detect early disease indicators, forecast patient outcomes, and propose personalized treatment strategies, enhancing the accuracy and timeliness of interventions.
The Natural Language Processing (NLP) technology segment is expected to witness substantial growth during the forecast period. NLP helps in optimizing and automating clinical documentation processes, such as coding, charting, and medical transcription. NLP boost the documentation workflows, decrease administrative pressure, ensure billing and reimbursement accuracy by automatically coding and extracting related data from clinical narratives.
By End-User
In 2023, the healthcare companies segment led the market with a total share of 32.2% due to the large AI technologies adoption in the drug development process. AI enables personalized treatment options and target therapies for some specific patient groups by leveraging genomic data, clinical trial data, and medical records. AI-driven analytics and predictive modeling are also responsible for enhancing the clinical trials' cost-effectiveness and efficiency. A January 2024 study by Scilife N.V. found that approximately 80% of the life sciences and pharmaceutical professionals that are using AI for drug discovery. Research suggests that AI technology can reduce the time required to discover new drugs from 5-6 years to just one year. The research also suggests that AI technology can decrease the required time for discovering new drugs from 5-6 years to one year.
The healthcare providers segment is projected to witness substantial expansion during the forecast period as the medical imaging tools assist the healthcare providers in interpreting medical images, enhance diagnostic accuracy, reduce interpretation time, and facilitating the detection of early diseases. Hospitals are also utilizing predictive analytics driven by AI to propel the rates of patients, along with identification of AI-related risks, and offer resources effectively, further propelling the growth of the segment.
North America
The North American AI in the healthcare market, led by the U.S., maintained a dominant position, accounting for over 45% of global revenue in 2023. The region's growth is attributed to advancements in healthcare IT infrastructure, surging healthcare expenditures, presence of major market players, and high AI/ML adoption, along with favorable government initiatives. The surging geriatric population, burgeoning chronic diseases' prevalence, and changing lifestyles, along with the augmenting demand for value-based care, drives the market growth in this region.
Europe
The European AI in healthcare market is experiencing significant growth, driven by the widespread adoption of AI technologies and increased investments from both government and private organizations. The UK, in particular, has made significant strides in AI adoption within the National Health Service (NHS), leveraging AI for medical imaging analysis, predictive analytics, and personalized treatment planning.
Asia Pacific
The Asia Pacific AI in healthcare market is projected to witness substantial growth in the coming years. This growth is fueled by rapid innovations in IT infrastructure and the emergence of AI-focused entrepreneurship ventures. Increased investments from private investors, venture capitalists, and non-profit organizations drive adoption rates, while favorable government initiatives further boost market growth. China, with its increased AI adoption for diagnosis, medical imaging, and robot-assisted surgeries, has emerged as a key market player in the region.
Some of the major artificial intelligence in healthcare market companies are Enlitic, Inc., General Vision, Inc., IBM Corporation, Google Inc., Intel Corporation, Microsoft Corporation, Next IT Corporation, iCarbonX, Welltok, Inc., Nvidia Corporation and other players.
Google DeepMind:
IBM Watson Health:
Microsoft:
| Report Attributes | Details |
|---|---|
| Market Size in 2023 | US$ 22.5 Billion |
| Market Size by 2032 | US$ 370.14 Billion |
| CAGR | CAGR of 36.5% From 2024 to 2032 |
| Base Year | 2023 |
| Forecast Period | 2024-2032 |
| Historical Data | 2020-2022 |
| Report Scope & Coverage | Market Size, Segments Analysis, Competitive Landscape, Regional Analysis, DROC & SWOT Analysis, Forecast Outlook |
| Key Segments |
• By Component (Hardware, Software Solutions, Services) |
| Regional Analysis/Coverage | North America (US, Canada, Mexico), Europe (Eastern Europe [Poland, Romania, Hungary, Turkey, Rest of Eastern Europe] Western Europe] Germany, France, UK, Italy, Spain, Netherlands, Switzerland, Austria, Rest of Western Europe]), Asia Pacific (China, India, Japan, South Korea, Vietnam, Singapore, Australia, Rest of Asia Pacific), Middle East & Africa (Middle East [UAE, Egypt, Saudi Arabia, Qatar, Rest of Middle East], Africa [Nigeria, South Africa, Rest of Africa], Latin America (Brazil, Argentina, Colombia, Rest of Latin America) |
| Company Profiles | Enlitic, Inc., General Vision, Inc., IBM Corporation, Google Inc., Intel Corporation, Microsoft Corporation, Next IT Corporation, iCarbonX, Welltok, Inc., Nvidia Corporation. |
| Key Drivers | • AI-Powered Solutions Revolutionizing Healthcare |
| Restraints |
• Lack of Skilled Talent |
Ans: The Artificial Intelligence in Healthcare Market size was valued at US$ 22.5 Bn in 2023.
Ans: The Artificial Intelligence in Healthcare Market is to grow at a CAGR of 36.5% over the forecast period 2024-2032.
Artificial Intelligence in Healthcare Market is divided into four segments By Component, By Technology, By Application, and By End User
Medical professionals' reluctance to utilised AI-based technology, AI talent shortage and unclear regulatory requirements for medical software are the restraints of Artificial Intelligence in Healthcare Market.
The forecast period of Artificial Intelligence in Healthcare market is 2024 to 2032.
Table of Contents
1. Introduction
1.1 Market Definition
1.2 Scope (Inclusion and Exclusions)
1.3 Research Assumptions
2. Executive Summary
2.1 Market Overview
2.2 Regional Synopsis
2.3 Competitive Summary
3. Research Methodology
3.1 Top-Down Approach
3.2 Bottom-up Approach
3.3. Data Validation
3.4 Primary Interviews
4. Market Dynamics Impact Analysis
4.1 Market Driving Factors Analysis
4.1.1 Drivers
4.1.2 Restraints
4.1.3 Opportunities
4.1.4 Challenges
4.2 PESTLE Analysis
4.3 Porter’s Five Forces Model
5. Statistical Insights and Trends Reporting
5.1 Adoption Rates, 2023
5.2 User Demographics, By User Type and Roles, 2023
5.3 Feature Analysis, by Feature Type
5.4 Cost Analysis, by Software
5.5 Integration Capabilities
5.6 Regulatory Compliance, by Region
6. Competitive Landscape
6.1 List of Major Companies, By Region
6.2 Market Share Analysis, By Region
6.3 Product Benchmarking
6.3.1 Product specifications and features
6.3.2 Pricing
6.4 Strategic Initiatives
6.4.1 Marketing and promotional activities
6.4.2 Distribution and Supply Chain Strategies
6.4.3 Expansion plans and new product launches
6.4.4 Strategic partnerships and collaborations
6.5 Technological Advancements
6.6 Market Positioning and Branding
7. Artificial Intelligence in Healthcare Market Segmentation, by Component
7.1 Chapter Overview
7.2.1 Hardware Market Trends Analysis (2020-2032)
7.2.2 Hardware Market Size Estimates and Forecasts to 2032 (USD Million)
7.2.3 Processor
7.2.3.1 Processor Market Trends Analysis (2020-2032)
7.2.3.2 Processor Market Size Estimates and Forecasts to 2032 (USD Million)
7.2.3.1.1 MPU (Memory Protection Unit)
7.2.3.1.1.1 MPU (Memory Protection Unit) Market Trends Analysis (2020-2032)
7.2.3.1.1.2 MPU (Memory Protection Unit) Market Size Estimates and Forecasts to 2032 (USD Million)
7.2.3.1.2 FPGA (Field-programmable Gate Array)
7.2.3.1.2.1 FPGA (Field-programmable Gate Array) Market Trends Analysis (2020-2032)
7.2.3.1.2.2 FPGA (Field-programmable Gate Array) Market Size Estimates and Forecasts to 2032 (USD Million)
7.2.3.1.3 GPU (Graphics Processing Unit)
7.2.3.1.3.1 GPU (Graphics Processing Unit) Market Trends Analysis (2020-2032)
7.2.3.1.3.2 GPU (Graphics Processing Unit) Market Size Estimates and Forecasts to 2032 (USD Million)
7.2.3.1.4 ASIC (Application-specific Integrated Circuit)
7.2.3.1.4.1 ASIC (Application-specific Integrated Circuit) Market Trends Analysis (2020-2032)
7.2.3.1.4.2 ASIC (Application-specific Integrated Circuit) Market Size Estimates and Forecasts to 2032 (USD Million)
7.2.4 Memory Market Trends Analysis (2020-2032)
7.2.4.1 Memory Market Trends Analysis (2020-2032)
7.2.4.2 Memory Market Size Estimates and Forecasts to 2032 (USD Million)
7.2.5 Network
7.2.5.1 Network Market Trends Analysis (2020-2032)
7.2.5.2 Network Market Size Estimates and Forecasts to 2032 (USD Million)
7.2.5.1.1 Adapter
7.2.5.1.1.1Adapter Market Trends Analysis (2020-2032)
7.2.5.1.1.2 Adapter Market Trends Analysis (2020-2032)
7.2.5.1.2 Interconnect
7.2.5.1.2.1 Interconnect Market Trends Analysis (2020-2032)
7.2.5.1.2.2 Interconnect Market Trends Analysis (2020-2032)
7.2.5.1.3 Switch
7.2.5.1.3.1 Switch Market Trends Analysis (2020-2032)
7.2.5.1.3.2 Switch Market Trends Analysis (2020-2032)
7.3 Software Solutions
7.3.1 Software Solutions Market Trends Analysis (2020-2032)
7.3.2 Software Solutions Market Size Estimates and Forecasts to 2032 (USD Million)
7.3.1.1 AI Platform
7.3.1.1.1 AI Platform Market Trends Analysis (2020-2032)
7.3.1.1.2 AI Platform Market Size Estimates and Forecasts to 2032 (USD Million)
7.3.1.1.3 Application Program Interface (API)
7.3.1.1.3.1 Application Program Interface (API) Market Trends Analysis (2020-2032)
7.3.1.1.3.2 Application Program Interface (API) Market Size Estimates and Forecasts to 2032 (USD Million)
7.3.1.1.4.1 Machine Learning Framework Market Trends Analysis (2020-2032)
7.3.1.1.4.2 Machine Learning Framework Market Size Estimates and Forecasts to 2032 (USD Million)
7.3.1.2 AI Solutions
7.3.1.2.1 AI Solutions Market Trends Analysis (2020-2032)
7.3.1.2.2 AI Solutions Market Size Estimates and Forecasts to 2032 (USD Million)
7.3.1.2.1.1 On-premise
7.3.1.2.1.1.1 On-premise Market Trends Analysis (2020-2032)
7.3.1.2.1.1.1 On-premise Market Size Estimates and Forecasts to 2032 (USD Million)
7.3.1.2.1.2 Cloud-based
7.3.1.2.1.2.1 Cloud-based Market Trends Analysis (2020-2032)
7.3.1.2.1.2.2 Cloud-based Market Size Estimates and Forecasts to 2032 (USD Million)
7.4 Services
7.4.1 Services Market Trends Analysis (2020-2032)
7.4.2 Services Market Size Estimates and Forecasts to 2032 (USD Million)
8. Artificial Intelligence in Healthcare Market Segmentation, by Application
8.1 Chapter Overview
8.2 Robot-assisted Surgery
8.2.1 Robot-assisted Surgery Market Trends Analysis (2020-2032)
8.2.2 Robot-assisted Surgery Market Size Estimates and Forecasts to 2032 (USD Million)
8.3 Virtual Assistants
8.3.1 Virtual Assistants Market Trends Analysis (2020-2032)
8.3.2 Virtual Assistants Market Size Estimates and Forecasts to 2032 (USD Million)
8.4 Administrative Workflow Assistants
8.4.1 Administrative Workflow Assistants Market Trends Analysis (2020-2032)
8.4.2 Administrative Workflow Assistants Market Size Estimates and Forecasts to 2032 (USD Million)
8.5 Connected Medical Devices
8.5.1 Connected Medical Devices Market Trends Analysis (2020-2032)
8.5.2 Connected Medical Devices Market Size Estimates and Forecasts to 2032 (USD Million)
8.6 Medical Imaging & Diagnostics
8.6.1 Medical Imaging & Diagnostics Market Trends Analysis (2020-2032)
8.6.2 Medical Imaging & Diagnostics Market Size Estimates and Forecasts to 2032 (USD Million)
8.7 Clinical Trials
8.7.1 Clinical Trials Market Trends Analysis (2020-2032)
8.7.2 Clinical Trials Market Size Estimates and Forecasts to 2032 (USD Million)
8.8 Fraud Detection
8.8.1 Fraud Detection Market Trends Analysis (2020-2032)
8.8.2 Fraud Detection Market Size Estimates and Forecasts to 2032 (USD Million)
8.9 Cybersecurity
8.9.1 Cybersecurity Market Trends Analysis (2020-2032)
8.9.2 Cybersecurity Market Size Estimates and Forecasts to 2032 (USD Million)
8.10 Dosage Error Reduction
8.10.1 Dosage Error Reduction Market Trends Analysis (2020-2032)
8.10.2 Dosage Error Reduction Market Size Estimates and Forecasts to 2032 (USD Million)
8.11 Precision Medicine
8.11.1 Precision Medicine Market Trends Analysis (2020-2032)
8.11.2 Precision Medicine Market Size Estimates and Forecasts to 2032 (USD Million)
8.12.1 Drug Discovery & Development Market Trends Analysis (2020-2032)
8.12.2 Drug Discovery & Development Market Size Estimates and Forecasts to 2032 (USD Million)
8.13.1 Lifestyle Management & Remote Patient Monitoring Market Trends Analysis (2020-2032)
8.13.2 Lifestyle Management & Remote Patient Monitoring Market Size Estimates and Forecasts to 2032 (USD Million)
8.14.1 Wearables Market Trends Analysis (2020-2032)
8.14.2 Wearables Market Size Estimates and Forecasts to 2032 (USD Million)
8.15 Others (Patient Engagement, etc.)
8.15.1 Others (Patient Engagement, etc.) Market Trends Analysis (2020-2032)
8.15.2 Others (Patient Engagement, etc.) Size Estimates and Forecasts to 2032 (USD Million)
9. Artificial Intelligence in Healthcare Market Segmentation, by Technology
9.1 Chapter Overview
9.2 Machine Learning
9.2.1 Machine Learning Market Trends Analysis (2020-2032)
9.2.2 Machine Learning Market Size Estimates and Forecasts to 2032 (USD Million)
9.3 Natural Language Processing
9.3.1 Natural Language Processing Market Trends Analysis (2020-2032)
9.3.2 Natural Language Processing Market Size Estimates and Forecasts to 2032 (USD Million)
9.4 Context-aware Computing
9.4.1 Context-aware Computing Market Trends Analysis (2020-2032)
9.4.2 Context-aware Computing Market Size Estimates and Forecasts to 2032 (USD Million)
9.5 Computer Vision
9.5.1 Computer Vision Market Trends Analysis (2020-2032)
9.5.2 Computer Vision Market Size Estimates and Forecasts to 2032 (USD Million)
10. Artificial Intelligence in Healthcare Market Segmentation, By End-user
10.1 Chapter Overview
10.2 Healthcare Providers (Hospitals, Outpatient Facilities, and Others)
10.2.1 Healthcare Providers (Hospitals, Outpatient Facilities, and Others) Market Trends Analysis (2020-2032)
10.2.2 Healthcare Providers (Hospitals, Outpatient Facilities, and Others) Market Size Estimates and Forecasts to 2032 (USD Million)
10.3 Healthcare Payers
10.3.1 Healthcare Payers Market Trends Analysis (2020-2032)
10.3.2 Healthcare Payers Market Size Estimates and Forecasts to 2032 (USD Million)
10.4 Healthcare Companies (Pharmaceutical, Biotechnology, Medical Devices)
10.4.1 Healthcare Companies (Pharmaceutical, Biotechnology, Medical Devices) Market Trends Analysis (2020-2032)
10.4.2 Healthcare Companies (Pharmaceutical, Biotechnology, Medical Devices) Market Size Estimates and Forecasts to 2032 (USD Million)
10.4 Patients
10.4.1 Patients Market Trends Analysis (2020-2032)
10.4.2 Patients Market Size Estimates and Forecasts to 2032 (USD Million)
10.5 Others
10.4.1 Others Market Trends Analysis (2020-2032)
10.4.2 Others Market Size Estimates and Forecasts to 2032 (USD Million)
11. Regional Analysis
11.1 Chapter Overview
11.2 North America
11.2.1 Trends Analysis
11.2.2 North America Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Country (2020-2032) (USD Million)
11.2.3 North America Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.2.4 North America Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.2.5 North America Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.2.6 North America Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.2.7 USA
11.2.7.1 USA Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.2.7.2 USA Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.2.7.3 USA Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.2.7.4 USA Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.2.8 Canada
11.2.8.1 Canada Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.2.8.2 Canada Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.2.8.3 Canada Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.2.8.4 Canada Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.2.9 Mexico
11.2.9.1 Mexico Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.2.9.2 Mexico Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.2.9.3 Mexico Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.2.9.4 Mexico Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million
11.3 Europe
11.3.1 Eastern Europe
11.3.1.1 Trends Analysis
11.3.1.2 Eastern Europe Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Country (2020-2032) (USD Million)
11.3.1.3 Eastern Europe Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.1.4 Eastern Europe Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.1.5 Eastern Europe Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.3.1.6 Eastern Europe Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.3.1.7 Poland
11.3.1.7.1 Poland Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.1.7.2 Poland Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.1.7.3 Poland Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.3.1.7.4 Poland Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.3.1.8 Romania
11.3.1.8.1 Romania Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.1.8.2 Romania Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.1.8.3 Romania Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.3.1.8.4 Romania Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.3.1.9 Hungary
11.3.1.9.1 Hungary Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.1.9.2 Hungary Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.1.9.3 Hungary Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.3.1.9.4 Hungary Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.3.1.10 Turkey
11.3.1.10.1 Turkey Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.1.10.2 Turkey Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.1.10.3 Turkey Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.3.1.10.4 Turkey Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.3.1.11 Rest of Eastern Europe
11.3.1.11.1 Rest of Eastern Europe Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.1.11.2 Rest of Eastern Europe Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.1.11.3 Rest of Eastern Europe Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.3.1.11.4 Rest of Eastern Europe Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.3.2 Western Europe
11.3.2.1 Trends Analysis
11.3.2.2 Western Europe Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Country (2020-2032) (USD Million)
11.3.2.3 Western Europe Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.2.4 Western Europe Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.2.5 Western Europe Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.3.2.6 Western Europe Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.3.2.7 Germany
11.3.2.7.1 Germany Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.2.7.2 Germany Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.2.7.3 Germany Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.3.2.7.4 Germany Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.3.2.8 France
11.3.2.8.1 France Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.2.8.2 France Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.2.8.3 France Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.3.2.8.4 France Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.3.2.9 UK
11.3.2.9.1 UK Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.2.9.2 UK Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.2.9.3 UK Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.3.2.9.4 UK Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.3.2.10 Italy
11.3.2.10.1 Italy Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.2.10.2 Italy Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.2.10.3 Italy Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.3.2.10.4 Italy Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.3.2.11 Spain
11.3.2.11.1 Spain Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.2.11.2 Spain Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.2.11.3 Spain Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.3.2.11.4 Spain Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.3.2.12 Netherlands
11.3.2.12.1 Netherlands Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.2.12.2 Netherlands Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.2.12.3 Netherlands Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.3.2.12.4 Netherlands Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.3.2.13 Switzerland
11.3.2.13.1 Switzerland Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.2.13.2 Switzerland Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.2.13.3 Switzerland Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.3.2.13.4 Switzerland Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.3.2.14 Austria
11.3.2.14.1 Austria Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.2.14.2 Austria Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.2.14.3 Austria Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.3.2.14.4 Austria Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.3.2.15 Rest of Western Europe
11.3.2.15.1 Rest of Western Europe Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.3.2.15.2 Rest of Western Europe Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.3.2.15.3 Rest of Western Europe Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.3.2.15.4 Rest of Western Europe Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.4 Asia Pacific
11.4.1 Trends Analysis
11.4.2 Asia Pacific Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Country (2020-2032) (USD Million)
11.4.3 Asia Pacific Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.4.4 Asia Pacific Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.4.5 Asia Pacific Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.4.6 Asia Pacific Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.4.7 China
11.4.7.1 China Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.4.7.2 China Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.4.7.3 China Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.4.7.4 China Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.4.8 India
11.4.8.1 India Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.4.8.2 India Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.4.8.3 India Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.4.8.4 India Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.4.9 Japan
11.4.9.1 Japan Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.4.9.2 Japan Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.4.9.3 Japan Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.4.9.4 Japan Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.4.10 South Korea
11.4.10.1 South Korea Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.4.10.2 South Korea Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.4.10.3 South Korea Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.4.10.4 South Korea Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.4.11 Vietnam
11.4.11.1 Vietnam Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.4.11.2 Vietnam Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.4.11.3 Vietnam Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.4.11.4 Vietnam Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.4.12 Singapore
11.4.12.1 Singapore Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.4.12.2 Singapore Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.4.12.3 Singapore Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.4.12.4 Singapore Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.4.13 Australia
11.4.13.1 Australia Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.4.13.2 Australia Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.4.13.3 Australia Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.4.13.4 Australia Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.4.14 Rest of Asia Pacific
11.4.14.1 Rest of Asia Pacific Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.4.14.2 Rest of Asia Pacific Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.4.14.3 Rest of Asia Pacific Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.4.14.4 Rest of Asia Pacific Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.5 Middle East and Africa
11.5.1 Middle East
11.5.1.1 Trends Analysis
11.5.1.2 Middle East Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Country (2020-2032) (USD Million)
11.5.1.3 Middle East Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.5.1.4 Middle East Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.5.1.5 Middle East Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.5.1.6 Middle East Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.5.1.7 UAE
11.5.1.7.1 UAE Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.5.1.7.2 UAE Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.5.1.7.3 UAE Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.5.1.7.4 UAE Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.5.1.8 Egypt
11.5.1.8.1 Egypt Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.5.1.8.2 Egypt Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.5.1.8.3 Egypt Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.5.1.8.4 Egypt Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.5.1.9 Saudi Arabia
11.5.1.9.1 Saudi Arabia Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.5.1.9.2 Saudi Arabia Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.5.1.9.3 Saudi Arabia Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.5.1.9.4 Saudi Arabia Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.5.1.10 Qatar
11.5.1.10.1 Qatar Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.5.1.10.2 Qatar Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.5.1.10.3 Qatar Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.5.1.10.4 Qatar Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.5.1.11 Rest of Middle East
11.5.1.11.1 Rest of Middle East Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.5.1.11.2 Rest of Middle East Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.5.1.11.3 Rest of Middle East Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.5.1.11.4 Rest of Middle East Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.5.2 Africa
11.5.2.1 Trends Analysis
11.5.2.2 Africa Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Country (2020-2032) (USD Million)
11.5.2.3 Africa Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.5.2.4 Africa Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.5.2.5 Africa Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.5.2.6 Africa Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.5.2.7 South Africa
11.5.2.7.1 South Africa Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.5.2.7.2 South Africa Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.5.2.7.3 South Africa Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.5.2.7.4 South Africa Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.5.2.8 Nigeria
11.5.2.8.1 Nigeria Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.5.2.8.2 Nigeria Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.5.2.8.3 Nigeria Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.5.2.8.4 Nigeria Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.5.2.9 Rest of Africa
11.5.2.9.1 Rest of Africa Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.5.2.9.2 Rest of Africa Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.5.2.9.3 Rest of Africa Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.5.2.9.4 Rest of Africa Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.6 Latin America
11.6.1 Trends Analysis
11.6.2 Latin America Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Country (2020-2032) (USD Million)
11.6.3 Latin America Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.6.4 Latin America Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.6.5 Latin America Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.6.6 Latin America Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.6.7 Brazil
11.6.7.1 Brazil Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.6.7.2 Brazil Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.6.7.3 Brazil Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.6.7.4 Brazil Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.6.8 Argentina
11.6.8.1 Argentina Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.6.8.2 Argentina Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.6.8.3 Argentina Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.6.8.4 Argentina Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.6.9 Colombia
11.6.9.1 Colombia Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.6.9.2 Colombia Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.6.9.3 Colombia Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.6.9.4 Colombia Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
11.6.10 Rest of Latin America
11.6.10.1 Rest of Latin America Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Component (2020-2032) (USD Million)
11.6.10.2 Rest of Latin America Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Application (2020-2032) (USD Million)
11.6.10.3 Rest of Latin America Artificial Intelligence in Healthcare Market Estimates and Forecasts, by Technology (2020-2032) (USD Million)
11.6.10.4 Rest of Latin America Artificial Intelligence in Healthcare Market Estimates and Forecasts, By End-user (2020-2032) (USD Million)
12. Company Profiles
12.1 Enlitic, Inc.
12.1.1 Company Overview
12.1.2 Financial
12.1.3 Products/ Services Offered
12.1.4 SWOT Analysis
12.2 General Vision, Inc.
12.2.1 Company Overview
12.2.2 Financial
12.2.3 Products/ Services Offered
12.2.4 SWOT Analysis
12.3 IBM Corporation
12.3.1 Company Overview
12.3.2 Financial
12.3.3 Products/ Services Offered
12.3.4 SWOT Analysis
12.4 Google Inc.
12.4.1 Company Overview
12.4.2 Financial
12.4.3 Products/ Services Offered
12.4.4 SWOT Analysis
12.5 Intel Corporation
12.5.1 Company Overview
12.5.2 Financial
12.5.3 Products/ Services Offered
12.5.4 SWOT Analysis
12.6 Microsoft Corporation
12.6.1 Company Overview
12.6.2 Financial
12.6.3 Products/ Services Offered
12.6.4 SWOT Analysis
12.7 Next IT Corporation
12.7.1 Company Overview
12.7.2 Financial
12.7.3 Products/ Services Offered
12.7.4 SWOT Analysis
12.8 iCarbonX
12.8.1 Company Overview
12.8.2 Financial
12.8.3 Products/ Services Offered
12.8.4 SWOT Analysis
12.9 Welltok, Inc.
12.9.1 Company Overview
12.9.2 Financial
12.9.3 Products/ Services Offered
12.9.4 SWOT Analysis
12.10 Nvidia Corporation,
12.10.1 Company Overview
12.10.2 Financial
12.10.3 Products/ Services Offered
12.10.4 SWOT Analysis
13. Use Cases and Best Practices
14. Conclusion
An accurate research report requires proper strategizing as well as implementation. There are multiple factors involved in the completion of good and accurate research report and selecting the best methodology to compete the research is the toughest part. Since the research reports we provide play a crucial role in any company’s decision-making process, therefore we at SNS Insider always believe that we should choose the best method which gives us results closer to reality. This allows us to reach at a stage wherein we can provide our clients best and accurate investment to output ratio.
Each report that we prepare takes a timeframe of 350-400 business hours for production. Starting from the selection of titles through a couple of in-depth brain storming session to the final QC process before uploading our titles on our website we dedicate around 350 working hours. The titles are selected based on their current market cap and the foreseen CAGR and growth.
The 5 steps process:
Step 1: Secondary Research:
Secondary Research or Desk Research is as the name suggests is a research process wherein, we collect data through the readily available information. In this process we use various paid and unpaid databases which our team has access to and gather data through the same. This includes examining of listed companies’ annual reports, Journals, SEC filling etc. Apart from this our team has access to various associations across the globe across different industries. Lastly, we have exchange relationships with various university as well as individual libraries.
Step 2: Primary Research
When we talk about primary research, it is a type of study in which the researchers collect relevant data samples directly, rather than relying on previously collected data. This type of research is focused on gaining content specific facts that can be sued to solve specific problems. Since the collected data is fresh and first hand therefore it makes the study more accurate and genuine.
We at SNS Insider have divided Primary Research into 2 parts.
Part 1 wherein we interview the KOLs of major players as well as the upcoming ones across various geographic regions. This allows us to have their view over the market scenario and acts as an important tool to come closer to the accurate market numbers. As many as 45 paid and unpaid primary interviews are taken from both the demand and supply side of the industry to make sure we land at an accurate judgement and analysis of the market.
This step involves the triangulation of data wherein our team analyses the interview transcripts, online survey responses and observation of on filed participants. The below mentioned chart should give a better understanding of the part 1 of the primary interview.
Part 2: In this part of primary research the data collected via secondary research and the part 1 of the primary research is validated with the interviews from individual consultants and subject matter experts.
Consultants are those set of people who have at least 12 years of experience and expertise within the industry whereas Subject Matter Experts are those with at least 15 years of experience behind their back within the same space. The data with the help of two main processes i.e., FGDs (Focused Group Discussions) and IDs (Individual Discussions). This gives us a 3rd party nonbiased primary view of the market scenario making it a more dependable one while collation of the data pointers.
Step 3: Data Bank Validation
Once all the information is collected via primary and secondary sources, we run that information for data validation. At our intelligence centre our research heads track a lot of information related to the market which includes the quarterly reports, the daily stock prices, and other relevant information. Our data bank server gets updated every fortnight and that is how the information which we collected using our primary and secondary information is revalidated in real time.
Step 4: QA/QC Process
After all the data collection and validation our team does a final level of quality check and quality assurance to get rid of any unwanted or undesired mistakes. This might include but not limited to getting rid of the any typos, duplication of numbers or missing of any important information. The people involved in this process include technical content writers, research heads and graphics people. Once this process is completed the title gets uploader on our platform for our clients to read it.
Step 5: Final QC/QA Process:
This is the last process and comes when the client has ordered the study. In this process a final QA/QC is done before the study is emailed to the client. Since we believe in giving our clients a good experience of our research studies, therefore, to make sure that we do not lack at our end in any way humanly possible we do a final round of quality check and then dispatch the study to the client.
Key Market Segments:
By Component
Hardware
Processor
MPU (Memory Protection Unit)
FPGA (Field-programmable Gate Array)
GPU (Graphics Processing Unit)
ASIC (Application-specific Integrated Circuit)
Memory
Network
Adapter
Interconnect
Switch
Software Solutions
AI Platform
Application Program Interface (API)
Machine Learning Framework
AI Solutions
On-premise
Cloud-based
Services
Deployment & Integration
Support & Maintenance
Others (Consulting, Compliance Management, etc.)
By Application
Robot-assisted Surgery
Virtual Assistants
Administrative Workflow Assistants
Connected Medical Devices
Medical Imaging & Diagnostics
Clinical Trials
Fraud Detection
Cybersecurity
Dosage Error Reduction
Precision Medicine
Drug Discovery & Development
Lifestyle Management & Remote Patient Monitoring
Wearables
Others (Patient Engagement, etc.)
By Technology
Machine Learning
Deep Learning
Supervised
Unsupervised
Others (Reinforcement Learning, Semi-supervised)
Natural Language Processing
Smart Assistance
OCR (Optical Character Recognition)
Auto Coding
Text Analytics
Speech Analytics
Classification and Categorization
Context-aware Computing
Computer Vision
By End-user
Healthcare Providers (Hospitals, Outpatient Facilities, and Others)
Healthcare Payers
Healthcare Companies (Pharmaceutical, Biotechnology, Medical Devices)
Patients
Others
Request for Segment Customization as per your Business Requirement: Segment Customization Request
Regional Coverage:
North America
US
Canada
Mexico
Europe
Eastern Europe
Poland
Romania
Hungary
Turkey
Rest of Eastern Europe
Western Europe
Germany
France
UK
Italy
Spain
Netherlands
Switzerland
Austria
Rest of Western Europe
Asia Pacific
China
India
Japan
South Korea
Vietnam
Singapore
Australia
Rest of Asia Pacific
Middle East & Africa
Middle East
UAE
Egypt
Saudi Arabia
Qatar
Rest of the Middle East
Africa
Nigeria
South Africa
Rest of Africa
Latin America
Brazil
Argentina
Colombia
Rest of Latin America
Request for Country Level Research Report: Country Level Customization Request
Available Customization
With the given market data, SNS Insider offers customization as per the company’s specific needs. The following customization options are available for the report:
Product Analysis
Criss-Cross segment analysis (e.g. Product X Application)
Product Matrix which gives a detailed comparison of the product portfolio of each company
Geographic Analysis
Additional countries in any of the regions
Company Information
Detailed analysis and profiling of additional market players (Up to five)