Artificial Intelligence in Healthcare Market by Offering (Hardware, Software, Services), Technology (Machine Learning, NLP, Context-aware Computing, Computer Vision), Application, End User and Region - Global Forecast to 2028

Artificial Intelligence in Healthcare Market by Offering (Hardware, Software, Services), Technology (Machine Learning, NLP, Context-aware Computing, Computer Vision), Application, End User and Region - Global Forecast to 2028

The AI in Healthcare Market is projected to grow from USD 14.6 Billion in 2023 to USD 102.7 Billion by 2028; it is expected to grow at a CAGR of 47.6% during the forecast period. Increasing requirements of improvised healthcare services due to the imbalance between healthcare workforce and patients will propel the growth opportunities for AI in Healthcare providers. Increasing focus on developing human-aware AI systems will boost market growth. Lack of skilled AI workforce and ambiguous regulatory guidelines for medical software will restrain the market growth.

“Market for services to grow at higher CAGR during forecast period”

Installation services allow the software to be integrated with the analytics side to enable data retrieval and generate desired results through computation. Using computer systems for AI increases the amount of work involved in the installation. For instance, IBM Watson Health, an AI system that requires installation. Before the installation, the system's requirements are checked, such as OS compatibility, necessary software, adequate memory, and hard disk space. IBM provides a separate installation program for the ICA studio, which is used to create and deploy custom text analytics for Watson Content Analytics applications.

“Market for deep learning in machine learning segment to hold for the majority of share in 2028”

Deep learning is a class of machine learning based on multiple algorithms for creating relationships among data. Deep learning uses artificial neural networks to learn multiple levels of data, such as texts, images, and sounds. Its algorithms help in identifying patterns from a set of unstructured data.

Deep learning technology is used in voice recognition, fraud detection, voice search, recommendation engines, sentiment analysis, image recognition, and motion detection, among others. Imaging, diagnostics, and drug discovery are among the applications using deep learning. There is a need for advanced technologies to read and interpret images (X-rays, MRIs, and CT scans) and blood and tissue reports, and provide an accurate and quick diagnosis for critical ailments (e.g., tumors and cancers).

“Market for patients to grow at highest CAGR during forecast period”

The popularity of AI-based solutions is increasing among patients. ML, cognitive computing, NLP, Context-aware Computing, and computer vision are increasingly being used in smartphones and homecare systems; with the rapid evolution of these technologies, their adoption is further estimated to increase. Various smartphone apps offer medical AI consultations based on personal medical history and common medical knowledge. These apps help identify a patient’s lifestyle, mental health, and other biomedical parameters to improve their health. Moreover, these apps enhance the efficiency of diagnosing patients while sparing the patient long waiting hours in a doctor’s clinic.

“North America to hold for majority of share among AI in Healthcare market during the forecast period”

Improvements in cloud computing platforms, which are now more efficient, affordable, and capable of processing complex information, have led to the growth of inexpensive software development tools and vast data sets that play a vital role in the development of AI technology. The US recorded the highest healthcare expenditure of 18.1% of the total gross domestic product (GDP) in 2020. The healthcare spending of the country has doubled in the last three decades. This, in turn, is creating a conducive environment for market growth.

In the process of determining and verifying the market size for several segments and subsegments gathered through secondary research, extensive primary interviews have been conducted with key industry experts in the AI in Healthcare market space. The break-up of primary participants for the report has been shown below:

By Company Type: Tier 1 – 40%, Tier 2 – 25%, and Tier 35%

By Designation: C-level Executives – 40%, Directors – 35%, and Others – 25%

By Region: North America –45%, APAC– 30%, Europe – 20%, and RoW – 5%

The report profiles key players in the AI in Healthcare market with their respective market ranking analysis. Prominent players profiled in this report are Intel Corporation (US), Koninklijke Philips N.V., (Netherlands), Microsoft (US), Siemens Healthineers (Germany), and NVIDIA Corporation (US) among others.

Research Coverage:

This research report categorizes the AI in Healthcare market on the basis of offerings, technology, application, end user, and geography. The report describes the major drivers, restraints, challenges, and opportunities pertaining to the AI in Healthcare market and forecasts the same till 2028. Apart from these, the report also consists of leadership mapping and analysis of all the companies included in the AI in Healthcare ecosystem.

Key Benefits of Buying the Report

The report will help market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall AI in Healthcare market and the subsegments. This report will help stakeholders understand the competitive landscape and gain more insights to better position their businesses and plan suitable go-to-market strategies. The report also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.


  • INTRODUCTION
    • STUDY OBJECTIVES
    • MARKET DEFINITION
      • INCLUSIONS AND EXCLUSIONS
    • STUDY SCOPE
      • MARKETS COVERED
      • GEOGRAPHIC SCOPE
      • YEARS CONSIDERED
    • CURRENCY CONSIDERED
    • UNITS CONSIDERED
    • LIMITATIONS
    • STAKEHOLDERS
    • SUMMARY OF CHANGES
  • RESEARCH METHODOLOGY
    • RESEARCH DATA
    • SECONDARY AND PRIMARY RESEARCH
      • SECONDARY DATA
      • PRIMARY DATA
    • MARKET SIZE ESTIMATION
      • BOTTOM-UP APPROACH
      • TOP-DOWN APPROACH
    • MARKET BREAKDOWN AND DATA TRIANGULATION
    • RESEARCH ASSUMPTIONS
    • IMPACT OF RECESSION
    • RISK ASSESSMENT
      • Table LIMITATIONS AND ASSOCIATED RISKS
    • LIMITATIONS
  • EXECUTIVE SUMMARY
    • AI IN HEALTHCARE MARKET: RECESSION IMPACT
  • PREMIUM INSIGHTS
    • ATTRACTIVE GROWTH OPPORTUNITIES FOR AI IN HEALTHCARE MARKET
    • AI IN HEALTHCARE MARKET, BY OFFERING
    • AI IN HEALTHCARE MARKET, BY TECHNOLOGY
    • AI IN HEALTHCARE MARKET, BY APPLICATION
    • AI IN HEALTHCARE MARKET, BY END USER
    • AI IN HEALTHCARE MARKET, BY COUNTRY
  • MARKET OVERVIEW
    • INTRODUCTION
    • MARKET DYNAMICS
      • DRIVERS
      • RESTRAINTS
      • OPPORTUNITIES
      • CHALLENGES
    • VALUE CHAIN ANALYSIS
    • PORTER'S FIVE FORCES ANALYSIS
      • Table AI IN HEALTHCARE MARKET: PORTER'S FIVE FORCES ANALYSIS
    • ECOSYSTEM ANALYSIS
      • Table ECOSYSTEM: AI IN HEALTHCARE MARKET
    • REVENUE SHIFTS AND NEW REVENUE POCKETS FOR AI IN HEALTHCARE MARKET
    • CASE STUDY ANALYSIS
      • USE CASE - BIOBEAT (ISRAEL)
      • USE CASE - CLEVELAND CLINIC AND MICROSOFT
      • USE CASE - TRANSLATIONAL GENOMICS RESEARCH INSTITUTE (TGEN)
    • TECHNOLOGY ANALYSIS
      • CLOUD COMPUTING
      • CLOUD GPU
    • PRICING ANALYSIS
      • AVERAGE SELLING PRICE (ASP) ANALYSIS OF COMPONENTS OFFERED BY KEY PLAYERS
        • Table ASP RANGE OF PROCESSOR COMPONENTS, 2019-2028
        • Table ASP RANGE OF SERVER SOFTWARE
      • ASP TRENDS
    • TRADE ANALYSIS
    • PATENT ANALYSIS
      • Table TOP 20 PATENT OWNERS IN LAST 10 YEARS
      • MAJOR PATENTS
        • Table MAJOR PATENTS IN AI IN HEALTHCARE MARKET
    • REGULATORY LANDSCAPE
      • Table TARIFF FOR ELECTRONIC INTEGRATED CIRCUITS AS PROCESSORS AND CONTROLLERS EXPORTED BY US, 2022
      • Table TARIFF FOR ELECTRONIC INTEGRATED CIRCUITS AS PROCESSORS AND CONTROLLERS EXPORTED BY CHINA, 2022
      • Table TARIFF FOR ELECTRONIC INTEGRATED CIRCUITS AS PROCESSORS AND CONTROLLERS EXPORTED BY GERMANY, 2020
      • REGULATIONS
  • ARTIFICIAL INTELLIGENCE IN HEALTHCARE MARKET, BY OFFERING
    • INTRODUCTION
      • Table AI IN HEALTHCARE MARKET, BY OFFERING, 2019-2022 (USD MILLION)
      • Table AI IN HEALTHCARE MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • HARDWARE
      • Table HARDWARE: AI IN HEALTHCARE MARKET, BY TYPE, 2019-2022 (USD MILLION)
      • Table HARDWARE: AI IN HEALTHCARE MARKET, BY TYPE, 2023-2028 (USD MILLION)
      • Table HARDWARE: AI IN HEALTHCARE MARKET, BY REGION, 2019-2022 (USD MILLION)
      • Table HARDWARE: AI IN HEALTHCARE MARKET, BY REGION, 2023-2028 (USD MILLION)
      • PROCESSOR
        • Table PROCESSOR: AI IN HEALTHCARE MARKET, BY TYPE, 2019-2022 (MILLION UNITS)
        • Table PROCESSOR: AI IN HEALTHCARE MARKET, BY TYPE, 2023-2028 (MILLION UNITS)
        • Table PROCESSOR: AI IN HEALTHCARE MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table PROCESSOR: AI IN HEALTHCARE MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table CASE STUDY: DYNALIFE'S AND ALTAML'S COLON POLYP PROJECT
        • Table CASE STUDY: UNIVERSITY OF SYDNEY, BRAIN AND MIND CENTER (SNAC) AND NVIDIA CORPORATION
        • Table FPGA: RECENT DEVELOPMENT
        • Table CASE STUDY: XILINX AND SPLINE. AI
        • Table CASE STUDY: LONDON MEDICAL IMAGING & AI CENTRE & RUN:AI
      • MEMORY
        • Table MEMORY: RECENT DEVELOPMENT
        • Table CASE STUDY: INTEL, DELL, AND UNIVERSITY OF FLORIDA
      • NETWORK
        • Table NETWORK: AI IN HEALTHCARE MARKET, BY TYPE, 2019-2022 (MILLION UNITS)
        • Table NETWORK: AI IN HEALTHCARE MARKET, BY TYPE, 2023-2028 (MILLION UNITS)
        • Table NETWORK: AI IN HEALTHCARE MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table NETWORK: AI IN HEALTHCARE MARKET, BY TYPE, 2023-2028 (USD MILLION)
    • SOFTWARE
      • Table SOFTWARE: AI IN HEALTHCARE MARKET, BY TYPE, 2019-2022 (USD MILLION)
      • Table SOFTWARE: AI IN HEALTHCARE MARKET, BY TYPE, 2023-2028 (USD MILLION)
      • Table SOFTWARE: AI IN HEALTHCARE MARKET, BY REGION, 2019-2022 (USD MILLION)
      • Table SOFTWARE: AI IN HEALTHCARE MARKET, BY REGION, 2023-2028 (USD MILLION)
      • AI SOLUTION
        • Table CASE STUDY: PHILIPS AND AWS
        • Table SOFTWARE: AI IN HEALTHCARE MARKET FOR AI SOLUTIONS, BY DEPLOYMENT TYPE, 2019-2022 (USD MILLION)
        • Table SOFTWARE: AI IN HEALTHCARE MARKET FOR AI SOLUTIONS, BY DEPLOYMENT TYPE, 2023-2028 (USD MILLION)
        • Table ON-PREMISES: RECENT DEVELOPMENT
      • AI PLATFORM
        • Table SOFTWARE: AI IN HEALTHCARE MARKET FOR AI PLATFORMS, BY TYPE, 2019-2022 (USD MILLION)
        • Table SOFTWARE: AI IN HEALTHCARE MARKET FOR AI PLATFORMS, BY TYPE, 2023-2028 (USD MILLION)
    • SERVICES
      • Table SERVICES: AI IN HEALTHCARE MARKET, BY TYPE, 2019-2022 (USD MILLION)
      • Table SERVICES: AI IN HEALTHCARE MARKET, BY TYPE, 2023-2028 (USD MILLION)
      • Table SERVICES: AI IN HEALTHCARE MARKET, BY REGION, 2019-2022 (USD MILLION)
      • Table SERVICES: AI IN HEALTHCARE MARKET, BY REGION, 2023-2028 (USD MILLION)
      • DEPLOYMENT & INTEGRATION
      • SUPPORT & MAINTENANCE
  • ARTIFICIAL INTELLIGENCE IN HEALTHCARE MARKET, BY TECHNOLOGY
    • INTRODUCTION
      • Table AI IN HEALTHCARE MARKET, BY TECHNOLOGY, 2019-2022 (USD MILLION)
      • Table AI IN HEALTHCARE MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION)
    • MACHINE LEARNING
      • Table CASE STUDY: THE HEALTH MANAGEMENT ACADEMY (THE ACADEMY) AND NUANCE
      • Table CAST STUDY: MAYO CLINIC AND GOOGLE INC
      • Table MACHINE LEARNING: AI IN HEALTHCARE MARKET, BY TYPE, 2019-2022 (USD MILLION)
      • Table MACHINE LEARNING: AI IN HEALTHCARE MARKET, BY TYPE, 2023-2028 (USD MILLION)
      • DEEP LEARNING
        • Table CASE STUDY: SUBTLE MEDICAL AND BAYER
      • SUPERVISED LEARNING
      • REINFORCEMENT LEARNING
      • UNSUPERVISED LEARNING
      • OTHERS
    • NATURAL LANGUAGE PROCESSING
      • WIDELY USED BY CLINICAL AND RESEARCH COMMUNITIES IN HEALTHCARE
        • Table CASE STUDY: ROCHE AND JOHN SNOW LABS
        • Table NATURAL LANGUAGE PROCESSING: AI IN HEALTHCARE MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING: AI IN HEALTHCARE MARKET, BY TYPE, 2023-2028 (USD MILLION)
    • CONTEXT-AWARE COMPUTING
      • DEVELOPMENT OF MORE SOPHISTICATED HARD AND SOFT SENSORS TO ACCELERATE GROWTH OF CONTEXT-AWARE COMPUTING
        • Table CONTEXT-AWARE COMPUTING: RECENT DEVELOPMENT
        • Table CONTEXT-AWARE COMPUTING: AI IN HEALTHCARE MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table CONTEXT-AWARE COMPUTING: AI IN HEALTHCARE MARKET, BY TYPE, 2023-2028 (USD MILLION)
    • COMPUTER VISION
      • USED FOR SIGNIFICANT APPLICATIONS IN SURGERY AND THERAPY
  • ARTIFICIAL INTELLIGENCE IN HEALTHCARE MARKET, BY APPLICATION
    • INTRODUCTION
      • Table AI IN HEALTHCARE MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
      • Table AI IN HEALTHCARE MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • PATIENT DATA & RISK ANALYSIS
      • PROVIDE PREDICTIVE INSIGHTS INTO PATIENT HEALTH USING MACHINE LEARNING AND NATURAL LANGUAGE PROCESSING ALGORITHMS
        • Table CASE STUDY: CLEVELAND CLINIC AND MICROSOFT
        • Table PATIENT DATA & RISK ANALYSIS: AI IN HEALTHCARE MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table PATIENT DATA & RISK ANALYSIS: AI IN HEALTHCARE MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table PATIENT DATA & RISK ANALYSIS: AI IN HEALTHCARE MARKET, BY END USER, 2019-2022 (USD MILLION)
        • Table PATIENT DATA & RISK ANALYSIS: AI IN HEALTHCARE MARKET, BY END USER, 2023-2028 (USD MILLION)
    • IN-PATIENT CARE & HOSPITAL MANAGEMENT
      • HELP TO CUT DOWN EXCESSIVE OPERATIONAL COSTS AND LOWER COST OF PATIENT CARE
        • Table CASE STUDY: TIDALHEALTH AND REGARDS
        • Table IN-PATIENT CARE & HOSPITAL MANAGEMENT: AI IN HEALTHCARE MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table IN-PATIENT CARE & HOSPITAL MANAGEMENT: AI IN HEALTHCARE MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table IN-PATIENT CARE & HOSPITAL MANAGEMENT: AI IN HEALTHCARE MARKET, BY END USER, 2019-2022 (USD MILLION)
        • Table IN-PATIENT CARE & HOSPITAL MANAGEMENT: AI IN HEALTHCARE MARKET, BY END USER, 2023-2028 (USD MILLION)
    • MEDICAL IMAGING & DIAGNOSTICS
      • HELP TO GENERATE HIGHLY ACCURATE IMAGING DATA
        • Table MEDICAL IMAGING DIAGNOSIS: RECENT DEVELOPMENT
        • Table MEDICAL IMAGING & DIAGNOSTICS: AI IN HEALTHCARE MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table MEDICAL IMAGING & DIAGNOSTICS: AI IN HEALTHCARE MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table MEDICAL IMAGING & DIAGNOSTICS: AI IN HEALTHCARE MARKET, BY END USER, 2019-2022 (USD MILLION)
        • Table MEDICAL IMAGING & DIAGNOSTICS: AI IN HEALTHCARE MARKET, BY END USER, 2023-2028 (USD MILLION)
    • LIFESTYLE MANAGEMENT & REMOTE PATIENT MONITORING
      • HELP REDUCE BURDEN ON HOSPITALS
        • Table LIFESTYLE MANAGEMENT & REMOTE PATIENT MONITORING: RECENT DEVELOPMENT
        • Table LIFESTYLE MANAGEMENT & REMOTE PATIENT MONITORING: AI IN HEALTHCARE MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table LIFESTYLE MANAGEMENT & REMOTE PATIENT MONITORING: AI IN HEALTHCARE MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table LIFESTYLE MANAGEMENT & REMOTE PATIENT MONITORING: AI IN HEALTHCARE MARKET, BY END USER, 2019-2022 (USD MILLION)
        • Table LIFESTYLE MANAGEMENT & REMOTE PATIENT MONITORING: AI IN HEALTHCARE MARKET, BY END USER, 2023-2028 (USD MILLION)
    • VIRTUAL ASSISTANTS
      • ASSIST IN DISSEMINATING PRECISE MEDICAL INFORMATION AMONG VULNERABLE POPULATIONS
        • Table VIRTUAL ASSISTANT: RECENT DEVELOPMENT
        • Table CASE STUDY: GOVERNMENT OF INDIA, ACCENTURE, AND MICROSOFT
        • Table VIRTUAL ASSISTANT: AI IN HEALTHCARE MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table VIRTUAL ASSISTANT: AI IN HEALTHCARE MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table VIRTUAL ASSISTANT: AI IN HEALTHCARE MARKET, BY END USER, 2019-2022 (USD MILLION)
        • Table VIRTUAL ASSISTANT: AI IN HEALTHCARE MARKET, BY END USER, 2023-2028 (USD MILLION)
    • DRUG DISCOVERY
      • AI EXPECTED TO REDUCE TIME AND COST INVOLVED IN DRUG DISCOVERY
        • Table DRUG DISCOVERY: RECENT DEVELOPMENT
        • Table DRUG DISCOVERY: AI IN HEALTHCARE MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table DRUG DISCOVERY: AI IN HEALTHCARE MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table DRUG DISCOVERY: AI IN HEALTHCARE MARKET, BY END USER, 2019-2022 (USD MILLION)
        • Table DRUG DISCOVERY: AI IN HEALTHCARE MARKET, BY END USER, 2023-2028 (USD MILLION)
    • RESEARCH
      • AI ALGORITHMS USED BY BIOINFORMATICS RESEARCHERS FOR DATABASE CLASSIFICATION AND MINING
        • Table RESEARCH: AI IN HEALTHCARE MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table RESEARCH: AI IN HEALTHCARE MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table RESEARCH: AI IN HEALTHCARE MARKET, BY END USER, 2019-2022 (USD MILLION)
        • Table RESEARCH: AI IN HEALTHCARE MARKET, BY END USER, 2023-2028 (USD MILLION)
    • HEALTHCARE ASSISTANCE ROBOTS
      • HELP TO SIGNIFICANTLY REDUCE NEED FOR ROUND-THE-CLOCK MANUAL NURSING CARE
        • Table HEALTHCARE ASSISTANCE ROBOTS: AI IN HEALTHCARE MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table HEALTHCARE ASSISTANCE ROBOTS: AI IN HEALTHCARE MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table HEALTHCARE ASSISTANCE ROBOTS: AI IN HEALTHCARE MARKET, BY END USER, 2019-2022 (USD MILLION)
        • Table HEALTHCARE ASSISTANCE ROBOTS: AI IN HEALTHCARE MARKET, BY END USER, 2023-2028 (USD MILLION)
    • PRECISION MEDICINE
      • AI EXPECTED TO FULFIL DEMAND FOR PERSONALIZED TREATMENT PLANS FOR PATIENTS ADMINISTERED WITH PRECISION MEDICINE
        • Table PRECISION MEDICINE: RECENT DEVELOPMENT
        • Table PRECISION MEDICINE: AI IN HEALTHCARE MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table PRECISION MEDICINE: AI IN HEALTHCARE MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table PRECISION MEDICINE: AI IN HEALTHCARE MARKET, BY END USER, 2019-2022 (USD MILLION)
        • Table PRECISION MEDICINE: AI IN HEALTHCARE MARKET, BY END USER, 2023-2028 (USD MILLION)
    • EMERGENCY ROOM & SURGERY
      • LIMITED AVAILABILITY OF SKILLED WORKFORCE IN EMERGENCY ROOMS TO DRIVE ADOPTION OF AI
        • Table EMERGENCY ROOM & SURGERY: AI IN HEALTHCARE MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table EMERGENCY ROOM & SURGERY: AI IN HEALTHCARE MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table EMERGENCY ROOM & SURGERY: AI IN HEALTHCARE MARKET, BY END USER, 2019-2022 (USD MILLION)
        • Table EMERGENCY ROOM & SURGERY: AI IN HEALTHCARE MARKET, BY END USER, 2023-2028 (USD MILLION)
    • WEARABLES
      • FACILITATE IMPROVED, REAL-TIME PATIENT MONITORING
        • Table CASE STUDY: KENSCI, MICROSOFT, AND FEDERAL GOVERNMENT
        • Table WEARABLES: AI IN HEALTHCARE MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table WEARABLES: AI IN HEALTHCARE MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table WEARABLES: AI IN HEALTHCARE MARKET, BY END USER, 2019-2022 (USD MILLION)
        • Table WEARABLES: AI IN HEALTHCARE MARKET, BY END USER, 2023-2028 (USD MILLION)
    • MENTAL HEALTH
      • AI USED IN DIAGNOSIS OF MENTAL DISTRESS AND NEUROLOGICAL ABNORMALITIES
        • Table MENTAL HEALTH: RECENT DEVELOPMENT
        • Table MENTAL HEALTH: AI IN HEALTHCARE MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table MENTAL HEALTH: AI IN HEALTHCARE MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table MENTAL HEALTH: AI IN HEALTHCARE MARKET, BY END USER, 2019-2022 (USD MILLION)
        • Table MENTAL HEALTH: AI IN HEALTHCARE MARKET, BY END USER, 2023-2028 (USD MILLION)
    • CYBERSECURITY
      • AI IN HEALTHCARE CYBERSECURITY TO BECOME CRITICAL IN PROTECTION OF ONSITE SYSTEMS
        • Table CYBERSECURITY: AI IN HEALTHCARE MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table CYBERSECURITY: AI IN HEALTHCARE MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table CYBERSECURITY: AI IN HEALTHCARE MARKET, BY END USER, 2019-2022 (USD MILLION)
        • Table CYBERSECURITY: AI IN HEALTHCARE MARKET, BY END USER, 2023-2028 (USD MILLION)
  • ARTIFICIAL INTELLIGENCE IN HEALTHCARE MARKET, BY END USER
    • INTRODUCTION
      • Table AI IN HEALTHCARE MARKET, BY END USER, 2019-2022 (USD MILLION)
      • Table AI IN HEALTHCARE MARKET, BY END USER, 2023-2028 (USD MILLION)
    • HOSPITALS AND HEALTHCARE PROVIDERS
      • UTILIZE AI TO PREDICT AND PREVENT READMISSIONS AND IMPROVE OPERATIONS
        • Table HOSPITALS & HEALTHCARE PROVIDERS: RECENT DEVELOPMENT
        • Table HOSPITALS & HEALTHCARE PROVIDERS: AI IN HEALTHCARE MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
        • Table HOSPITALS & HEALTHCARE PROVIDERS: AI IN HEALTHCARE MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table HOSPITALS & HEALTHCARE PROVIDERS: AI IN HEALTHCARE MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table HOSPITALS & HEALTHCARE PROVIDERS: AI IN HEALTHCARE MARKET, BY REGION, 2023-2028 (USD MILLION)
    • PATIENTS
      • INCREASING POPULARITY OF SMARTPHONE APPLICATIONS AND WEARABLES TO DRIVE ADOPTION OF AI AMONG PATIENTS
        • Table PATIENTS: RECENT DEVELOPMENT
        • Table PATIENTS: AI IN HEALTHCARE MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
        • Table PATIENTS: AI IN HEALTHCARE MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table PATIENTS: AI IN HEALTHCARE MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table PATIENTS: AI IN HEALTHCARE MARKET, BY REGION, 2023-2028 (USD MILLION)
    • PHARMACEUTICALS & BIOTECHNOLOGY COMPANIES
      • USE AI FOR DRUG DISCOVERY, PRECISION MEDICINE, AND RESEARCH APPLICATIONS
        • Table PHARMACEUTICALS & BIOTECHNOLOGY COMPANIES: RECENT DEVELOPMENT
        • Table PHARMACEUTICALS & BIOTECHNOLOGY COMPANIES: AI IN HEALTHCARE MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
        • Table PHARMACEUTICALS & BIOTECHNOLOGY COMPANIES: AI IN HEALTHCARE MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table PHARMACEUTICALS & BIOTECHNOLOGY COMPANIES: AI IN HEALTHCARE MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table PHARMACEUTICALS & BIOTECHNOLOGY COMPANIES: AI IN HEALTHCARE MARKET, BY REGION, 2023-2028 (USD MILLION)
    • HEALTHCARE PAYERS
      • USE AI TOOLS TO MANAGE RISKS, IDENTIFY CLAIM TRENDS, AND MAXIMIZE PAYMENT ACCURACY
        • Table HEALTHCARE PAYERS: RECENT DEVELOPMENT
        • Table HEALTHCARE PAYERS: AI IN HEALTHCARE MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
        • Table HEALTHCARE PAYERS: AI IN HEALTHCARE MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table HEALTHCARE PAYERS: AI IN HEALTHCARE MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table HEALTHCARE PAYERS: AI IN HEALTHCARE MARKET, BY REGION, 2023-2028 (USD MILLION)
    • OTHERS
      • Table OTHERS: AI IN HEALTHCARE MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
      • Table OTHERS: AI IN HEALTHCARE MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
      • Table OTHERS: AI IN HEALTHCARE MARKET, BY REGION, 2019-2022 (USD MILLION)
      • Table OTHERS: AI IN HEALTHCARE MARKET, BY REGION, 2023-2028 (USD MILLION)
  • ARTIFICIAL INTELLIGENCE IN HEALTHCARE MARKET, BY REGION
    • INTRODUCTION
      • Table AI IN HEALTHCARE MARKET, BY REGION, 2019-2022 (USD MILLION)
      • Table AI IN HEALTHCARE MARKET, BY REGION, 2023-2028 (USD MILLION)
    • NORTH AMERICA
      • Table NORTH AMERICA: AI IN HEALTHCARE MARKET, BY COUNTRY, 2019-2022 (USD MILLION)
      • Table NORTH AMERICA: AI IN HEALTHCARE MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
      • Table NORTH AMERICA: AI IN HEALTHCARE MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
      • Table NORTH AMERICA: AI IN HEALTHCARE MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
      • US
        • Table US: RECENT DEVELOPMENT
      • CANADA
        • Table CANADA: RECENT DEVELOPMENT
      • MEXICO
        • Table MEXICO: RECENT DEVELOPMENT
    • EUROPE
      • Table EUROPE: AI IN HEALTHCARE MARKET, BY COUNTRY, 2019-2022 (USD MILLION)
      • Table EUROPE: AI IN HEALTHCARE MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
      • Table EUROPE: AI IN HEALTHCARE MARKET, BY END USER, 2019-2022 (USD MILLION)
      • Table EUROPE: AI IN HEALTHCARE MARKET, BY END USER, 2023-2028 (USD MILLION)
      • Table EUROPE: AI IN HEALTHCARE MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
      • Table EUROPE: AI IN HEALTHCARE MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
      • GERMANY
        • Table GERMANY: RECENT DEVELOPMENT
      • UK
        • Table UK: RECENT DEVELOPMENT
      • FRANCE
        • Table FRANCE: RECENT DEVELOPMENT
      • ITALY
        • Table ITALY: RECENT DEVELOPMENT
      • SPAIN
        • Table SPAIN: RECENT DEVELOPMENT
      • REST OF EUROPE
    • ASIA PACIFIC
      • Table ASIA PACIFIC: AI IN HEALTHCARE MARKET, BY COUNTRY, 2019-2022 (USD MILLION)
      • Table ASIA PACIFIC: AI IN HEALTHCARE MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
      • Table ASIA PACIFIC: AI IN HEALTHCARE MARKET, BY END USER, 2019-2022 (USD MILLION)
      • Table ASIA PACIFIC: AI IN HEALTHCARE MARKET, BY END USER, 2023-2028 (USD MILLION)
      • Table ASIA PACIFIC: AI IN HEALTHCARE MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
      • Table ASIA PACIFIC: AI IN HEALTHCARE MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
      • CHINA
        • Table CHINA: RECENT DEVELOPMENT
      • JAPAN
      • SOUTH KOREA
        • Table SOUTH KOREA: RECENT DEVELOPMENT
      • INDIA
        • Table INDIA: RECENT DEVELOPMENT
      • REST OF ASIA PACIFIC
        • Table REST OF ASIA PACIFIC: RECENT DEVELOPMENT
    • REST OF THE WORLD
      • Table REST OF THE WORLD: AI IN HEALTHCARE MARKET, BY REGION, 2019-2022 (USD MILLION)
      • Table REST OF THE WORLD: AI IN HEALTHCARE MARKET, BY REGION, 2023-2028 (USD MILLION)
      • Table REST OF THE WORLD: AI IN HEALTHCARE MARKET, BY END USER, 2019-2022 (USD MILLION)
      • Table REST OF THE WORLD: AI IN HEALTHCARE MARKET, BY END USER, 2023-2028 (USD MILLION)
      • Table REST OF THE WORLD: AI IN HEALTHCARE MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
      • Table REST OF THE WORLD: AI IN HEALTHCARE MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
      • SOUTH AMERICA
      • MIDDLE EAST AND AFRICA
        • Table MIDDLE EAST AND AFRICA: RECENT DEVELOPMENT
  • COMPETITIVE LANDSCAPE
    • INTRODUCTION
    • MARKET EVALUATION FRAMEWORK
      • Table OVERVIEW OF STRATEGIES DEPLOYED BY KEY PLAYERS IN AI IN HEALTHCARE MARKET
      • PRODUCT PORTFOLIO
      • REGIONAL FOCUS
      • MANUFACTURING FOOTPRINT
      • ORGANIC/INORGANIC GROWTH STRATEGIES
    • REVENUE ANALYSIS OF TOP PLAYERS IN AI IN HEALTHCARE MARKET
    • MARKET SHARE ANALYSIS, 2022
      • Table AI IN HEALTHCARE MARKET: DEGREE OF COMPETITION
    • COMPANY EVALUATION QUADRANT
      • STARS
      • PERVASIVE PLAYERS
      • EMERGING LEADERS
      • PARTICIPANTS
    • STARTUP/SME EVALUATION QUADRANT
      • PROGRESSIVE COMPANIES
      • RESPONSIVE COMPANIES
      • DYNAMIC COMPANIES
      • STARTING BLOCKS
    • AI IN HEALTHCARE MARKET: COMPANY FOOTPRINT
      • Table COMPANY FOOTPRINT
      • Table COMPANY OFFERING FOOTPRINT
      • Table END-USER FOOTPRINT OF COMPANIES
      • Table REGIONAL FOOTPRINT OF COMPANIES
    • COMPETITIVE BENCHMARKING
      • Table STARTUPS/SMES MATRIX: DETAILED LIST OF KEY STARTUPS
      • Table AI IN HEALTHCARE MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES
    • COMPETITIVE SCENARIOS AND TRENDS
      • PRODUCT LAUNCHES & DEVELOPMENTS
        • Table AI IN HEALTHCARE MARKET: PRODUCT LAUNCHES & DEVELOPMENTS, JANUARY 2019-DECEMBER 2022
      • DEALS
        • Table AI IN HEALTHCARE MARKET: DEALS, JANUARY 2019-DECEMBER 2022
  • COMPANY PROFILES
    • KEY PLAYERS
      • INTEL CORPORATION
        • Table INTEL CORPORATION: BUSINESS OVERVIEW
      • KONINKLIJKE PHILIPS N.V.
        • Table KONINKLIJKE PHILIPS N.V.: BUSINESS OVERVIEW
      • MICROSOFT
        • Table MICROSOFT: BUSINESS OVERVIEW
      • SIEMENS HEALTHINEERS
        • Table SIEMENS HEALTHINEERS: BUSINESS OVERVIEW
      • NVIDIA CORPORATION
        • Table NVIDIA CORPORATION: BUSINESS OVERVIEW
      • GOOGLE INC.
        • Table GOOGLE INC.: BUSINESS OVERVIEW
      • GENERAL ELECTRIC COMPANY
        • Table GENERAL ELECTRIC COMPANY: BUSINESS OVERVIEW
      • MEDTRONIC
        • Table MEDTRONIC: BUSINESS OVERVIEW
      • MICRON TECHNOLOGY, INC.
        • Table MICRON TECHNOLOGY, INC.: BUSINESS OVERVIEW
      • AMAZON WEB SERVICES (AWS)
        • Table AMAZON WEB SERVICES (AWS): BUSINESS OVERVIEW
      • JOHNSON & JOHNSON SERVICES, INC.
        • Table JOHNSON & JOHNSON SERVICES, INC.: BUSINESS OVERVIEW
    • STARTUP ECOSYSTEM
      • MERATIVE
      • GENERAL VISION
      • CLOUDMEDX
      • ONCORA MEDICAL
      • ENLITIC
      • LUNIT INC.
      • QURE.AI
      • ARTERYS INC.
      • COTA
      • FDNA INC.
      • RECURSION
      • ATOMWISE
      • VIRGIN PULSE
      • BABYLON HEALTH
      • MDLIVE (EVERNORTH GROUP)
      • STRYKER
      • QVENTUS
      • DESKTOP GENETICS
      • SIRONA MEDICAL, INC.
      • GINGER
      • BIOBEAT
  • APPENDIX
    • INSIGHTS FROM INDUSTRY EXPERTS
    • DISCUSSION GUIDE
    • KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
    • CUSTOMIZATION OPTIONS
    • RELATED REPORTS
    • AUTHOR DETAILS

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