The Global Artificial Intelligence (AI) in Healthcare Market size is expected to reach $237.9 billion by 2031, rising at a market growth of 41.3% CAGR during the forecast period.
AI-powered cybersecurity solutions can analyze vast amounts of data to detect and prevent cyber threats like malware, ransomware, and phishing attacks. By analyzing patterns and anomalies in network traffic, AI algorithms can identify suspicious behavior and take proactive measures to mitigate cybersecurity risks. Consequently, the cybersecurity segment would acquire nearly, 7% of the total market share by 2031. AI algorithms can analyze user behavior and network activity to detect anomalous behavior that may indicate a cybersecurity threat.
The major strategies followed by the market participants are Product Launches as the key developmental strategy to keep pace with the changing demands of end users. For instance, in March, 2024, NVIDIA Corporation released NVIDIA NIM, a new suite of healthcare microservices and workflows containing industry-standard APIs for building and deploying cloud-native applications. Moreover, in November, 2023, Koninklijke Philips N.V. released a suite of AI-powered healthcare solutions. The new suite consists of EPIQ Elite 10.0 and Philips Affiniti ultrasound systems, two new AI-powered ultrasound systems that come with a single-user interface integrated with shared transducers and an automation facility for a better user experience. Additionally, Philips launched Philips HealthSuite Imaging, a cloud-based version of Philips Vue PACS that allows clinicians to enhance operational efficiency.
KBV Cardinal Matrix - Artificial Intelligence (AI) in Healthcare Market Competition Analysis
Based on the Analysis presented in the KBV Cardinal matrix; Microsoft Corporation and Google LLC are the forerunners in the Market. In December, 2023, Google LLC announced the launch of MedLM, a suite of foundation models for facilitating healthcare organizations in streamlining their operations. The MedLM models are powered by AI and are based on previous Med-PaLM to provide flexibility in operations. Companies such as NVIDIA Corporation, Amazon Web Services, Inc. and Oracle Corporation are some of the key innovators in Market.
Source: KBV Reseaarch and Secondary Research Analysis
COVID 19 Impact Analysis
AI-powered diagnostic tools played a crucial role in rapidly and accurately detecting COVID-19 cases. AI algorithms analyze medical imaging data such as chest X-rays and CT scans to identify patterns indicative of COVID-19 infection, assisting radiologists and clinicians in triaging patients, prioritizing resources, and making timely treatment decisions. The COVID-19 pandemic fueled the adoption of remote monitoring and telemedicine solutions, driven by social distancing measures and the need to minimize in-person interactions. AI-enabled remote monitoring devices and telemedicine platforms support virtual consultations, remote patient monitoring, and digital health interventions, ensuring continuity of care while reducing the risk of virus transmission. Thus, the COVID-19 pandemic had a positive effect on the market.
Market Growth Factors
Surgical robots with AI capabilities enhance precision, dexterity, and control during minimally invasive procedures, such as robotic-assisted surgery and image-guided interventions. Robotics and AI-powered assistive technologies support rehabilitation and mobility for patients with neurological, musculoskeletal, and mobility impairments. Thus, because of the healthcare robotics and automation, the market is anticipated to increase significantly.
AI-based tools enable remote monitoring of elderly individuals' health status and daily activities. Wearable devices, smart home sensors, and AI-powered monitoring systems can track vital signs, detect falls, and monitor medication adherence, providing real-time alerts and assistance to ensure the safety and well-being of elderly individuals living alone or with limited caregiver support. Fall detection and emergency response tools powered by AI help reduce the likelihood of falls and incidents among the elderly, particularly those who struggle with mobility or balance. Therefore, the market is expanding significantly due to the growing potential of AI-based tools for elderly care.
Market Restraining Factors
Regulatory frameworks for AI in healthcare are still evolving, with regulators grappling with novel challenges posed by AI-driven technologies, such as algorithmic transparency, accountability, and liability. Costs associated with regulatory compliance, such as conducting clinical trials, obtaining regulatory approvals, and maintaining documentation and quality management systems, can be prohibitive, particularly for startups, small businesses, and research initiatives with limited resources or funding. Thus, regulatory, and legal challenges can slow down the growth of the market.
Offering Outlook
On the basis of offering, the market is segmented into hardware, software, and services. The hardware segment acquired 30% revenue share in the market in 2023. Edge computing devices, such as IoT devices, wearables, and medical devices, provide the processing power needed to run AI algorithms at the point of care. By processing data locally on edge devices, AI-powered healthcare applications can provide real-time insights and decision support to healthcare providers without relying on a centralized cloud infrastructure, improving speed, security, and privacy.
Technology Outlook
By technology, the market is classified into machine learning, natural language processing, context-aware computing, and computer vision. The context-aware computing segment acquired 29% revenue share in the market in 2023. Context-aware AI systems analyze various data sources, including patient health records, real-time patient monitoring data, medical imaging, and historical treatment outcomes. These systems consider the specific context of each patient, including their medical history, current condition, and environmental factors, to provide tailored and timely interventions.
End-use Outlook
By end-use, the market is divided into healthcare providers, healthcare payers, healthcare companies, patients, and others. The healthcare payers segment covered a 23% revenue share in the market in 2023. Healthcare payers are using AI to optimize their provider networks and improve the quality and efficiency of healthcare services. AI algorithms can analyze provider performance data, patient outcomes, and other relevant metrics to identify high-performing providers, streamline network management, and improve the quality of care for members.
Application Outlook
Based on application, the market is categorized into patient data & risk analysis, precision medicine, drug discovery & development, lifestyle management & remote patient monitoring, virtual assistants, wearables, in-patient care & hospital management, research, mental health, healthcare assistance robots, connected machines, and cybersecurity. The research segment garnered 14% revenue share in the market in 2023. AI enables large-scale genomic and clinical data analysis to identify patient subgroups and tailor treatments to individual patients. Machine learning algorithms identify biomarkers, predict treatment responses, and optimize treatment plans, ultimately improving treatment efficacy and patient outcomes.
Regional Outlook
Region-wise, the market is analysed across North America, Europe, Asia Pacific, and LAMEA. In 2023, the North America region led the market by generating 40% revenue share. North America has a thriving ecosystem of AI startups and innovation hubs focused on healthcare. Hospitals, clinics, and healthcare systems across North America are increasingly adopting AI technologies to improve patient care, enhance clinical workflows, and optimize healthcare operations.
Market Competition and Attributes
The competition in the market is intense and dynamic, driven by technological advancements, regulatory changes, and growing demand for innovative healthcare solutions. Key players such as Google LLC and Microsoft Corporation are investing heavily in AI-driven healthcare platforms, clinical decision support systems, and predictive analytics tools. Startups and niche players are also making significant strides with specialized AI applications in medical imaging, drug discovery, and patient care management. This competitive landscape fosters innovation and pushes the boundaries of AI's potential in transforming healthcare delivery and outcomes.
Recent Strategies Deployed in the Market
- Mar-2024: Siemens Healthineers AG announced a partnership with SmartAlpha, an AI-powered healthcare solutions provider. The partnership outlined its aim to optimize clinical performance by developing innovative AI-powered applications for healthcare providers.
- Mar-2024: Amazon Web Services, Inc. signed a partnership with Symplr, a healthcare company. The partnership aimed at enabling healthcare providers to deliver better patient care by developing AI-powered workflow assistants.
- Nov-2023: GE HealthCare Technologies, Inc. released MyBreastAI suite, a service that aids radiologists in detecting breast cancer in its early stages. The service is fully AI-enabled and consists of three different tools for early cancer detection.
- Oct-2023: Microsoft Corporation released Azure AI Health Insights, an AI-powered service that provides prebuilt models for performance analysis. The service aids clinicians and researchers in gaining important insights for better patient care.
- Sep-2023: Oracle Corporation launched Oracle Clinical Digital Assistant, a generative AI-based assistant that helps healthcare providers in reducing manual work. The assistant consists of multimodal voice and screen-based assistants that participate in appointments and automate several tasks such as note-taking, proposing courses of action, scheduling, etc.
List of Key Companies Profiled
- Koninklijke Philips N.V.
- Microsoft Corporation
- Siemens Healthineers AG (Siemens AG)
- Intel Corporation
- NVIDIA Corporation
- Google LLC (Alphabet Inc.)
- GE HealthCare Technologies, Inc.
- Medtronic PLC
- Amazon Web Services, Inc. (Amazon.com, Inc.)
- Oracle Corporation
Global Artificial Intelligence (AI) in Healthcare Market Report Segmentation
By Offering
- Software
- Application Program Interface (API)
- Machine Learning Framework
- On-premise
- Cloud
- Hardware
- Processors
- Memory
- Network
- Services
By Technology
- Machine Learning
- Natural Language Processing
- Context-aware Computing
- Computer Vision
By End-use
- Healthcare Providers
- Healthcare Companies
- Healthcare Payers
- Patients
- Others
By Application
- Patient Data & Risk Analysis
- Virtual Assistants
- Wearables
- Medical Imaging & Diagnostics
- Cybersecurity
- Mental Health
- In-Patient Care & Hospital Management
- Precision Medicine
- Drug Discovery & Development
- Lifestyle Management & Remote Patient Monitoring
- Healthcare Assistance Robots
- Research
- Others
By Geography
- North America
- US
- Canada
- Mexico
- Rest of North America
- Europe
- Germany
- UK
- France
- Russia
- Spain
- Italy
- Rest of Europe
- Asia Pacific
- China
- Japan
- India
- South Korea
- Singapore
- Malaysia
- Rest of Asia Pacific
- LAMEA
- Brazil
- Argentina
- UAE
- Saudi Arabia
- South Africa
- Nigeria
- Rest of LAMEA
Table of Contents
Chapter 1.Market Scope & Methodology
- 1.1Market Definition
- 1.2Objectives
- 1.3Market Scope
- 1.4Segmentation
- 1.4.1Global Artificial Intelligence (AI) in Healthcare Market, by Offering
- 1.4.2Global Artificial Intelligence (AI) in Healthcare Market, by Technology
- 1.4.3Global Artificial Intelligence (AI) in Healthcare Market, by End-use
- 1.4.4Global Artificial Intelligence (AI) in Healthcare Market, by Application
- 1.4.5Global Artificial Intelligence (AI) in Healthcare Market, by Geography
- 1.5Methodology for the research
Chapter 2.Market at a Glance
Chapter 3.Market Overview
- 3.1Introduction
- 3.1.1Overview
- 3.1.1.1Market Composition and Scenario
- 3.2Key Factors Impacting the Market
- 3.2.1Market Drivers
- 3.2.2Market Restraints
- 3.2.3Market Opportunities
- 3.2.4Market Challenges
Chapter 4.Competition Analysis - Global
- 4.1KBV Cardinal Matrix
- 4.2Recent Industry Wide Strategic Developments
- 4.2.1Partnerships, Collaborations and Agreements
- 4.2.2Product Launches and Product Expansions
- 4.2.3Acquisition and Mergers
- 4.3Market Share Analysis, 2023
- 4.4Top Winning Strategies
- 4.4.1Key Leading Strategies: Percentage Distribution (2019-2023)
- 4.4.2Key Strategic Move: (Product Launches and Product Expansions: 2021, Nov - 2024, Mar) Leading Players
- 4.5Porter's Five Forces Analysis
Chapter 5.Global Artificial Intelligence (AI) in Healthcare Market by Offering
- 5.1Global Software Market by Region
- 5.2Global Artificial Intelligence (AI) in Healthcare Market by Software Platform
- 5.2.1Global Application Program Interface (API) Market by Region
- 5.2.2Global Machine Learning Framework Market by Region
- 5.3Global Artificial Intelligence (AI) in Healthcare Market by Software Solution
- 5.3.1Global On-premise Market by Region
- 5.3.2Global Cloud Market by Region
- 5.4Global Hardware Market by Region
- 5.5Global Artificial Intelligence (AI) in Healthcare Market by Hardware Type
- 5.5.1Global Processors Market by Region
- 5.5.2Global Memory Market by Region
- 5.5.3Global Network Market by Region
- 5.6Global Services Market by Region
Chapter 6.Global Artificial Intelligence (AI) in Healthcare Market by Technology
- 6.1Global Machine Learning Market by Region
- 6.2Global Natural Language Processing Market by Region
- 6.3Global Context-aware Computing Market by Region
- 6.4Global Computer Vision Market by Region
Chapter 7.Global Artificial Intelligence (AI) in Healthcare Market by End-use
- 7.1Global Healthcare Providers Market by Region
- 7.2Global Healthcare Companies Market by Region
- 7.3Global Healthcare Payers Market by Region
- 7.4Global Patients Market by Region
- 7.5Global Others Market by Region
Chapter 8.Global Artificial Intelligence (AI) in Healthcare Market by Application
- 8.1Global Patient Data & Risk Analysis Market by Region
- 8.2Global Virtual Assistants Market by Region
- 8.3Global Wearables Market by Region
- 8.4Global Medical Imaging & Diagnostics Market by Region
- 8.5Global Cybersecurity Market by Region
- 8.6Global Mental Health Market by Region
- 8.7Global In-Patient Care & Hospital Management Market by Region
- 8.8Global Precision Medicine Market by Region
- 8.9Global Drug Discovery & Development Market by Region
- 8.1Global Lifestyle Management & Remote Patient Monitoring Market by Region
- 8.11Global Healthcare Assistance Robots Market by Region
- 8.12Global Research Market by Region
- 8.13Global Others Market by Region
Chapter 9.Global Artificial Intelligence (AI) in Healthcare Market by Region
- 9.1North America Artificial Intelligence (AI) in Healthcare Market
- 9.1.1North America Artificial Intelligence (AI) in Healthcare Market by Offering
- 9.1.1.1North America Software Market by Country
- 9.1.1.2North America Artificial Intelligence (AI) in Healthcare Market by Software Platform
- 9.1.1.2.1North America Application Program Interface (API) Market by Region
- 9.1.1.2.2North America Machine Learning Framework Market by Region
- 9.1.1.3North America Artificial Intelligence (AI) in Healthcare Market by Software Solution
- 9.1.1.3.1North America On-premise Market by Region
- 9.1.1.3.2North America Cloud Market by Region
- 9.1.1.4North America Hardware Market by Country
- 9.1.1.5North America Artificial Intelligence (AI) in Healthcare Market by Hardware Type
- 9.1.1.5.1North America Processors Market by Country
- 9.1.1.5.2North America Memory Market by Country
- 9.1.1.5.3North America Network Market by Country
- 9.1.1.6North America Services Market by Country
- 9.1.2North America Artificial Intelligence (AI) in Healthcare Market by Technology
- 9.1.2.1North America Machine Learning Market by Country
- 9.1.2.2North America Natural Language Processing Market by Country
- 9.1.2.3North America Context-aware Computing Market by Country
- 9.1.2.4North America Computer Vision Market by Country
- 9.1.3North America Artificial Intelligence (AI) in Healthcare Market by End-use
- 9.1.3.1North America Healthcare Providers Market by Country
- 9.1.3.2North America Healthcare Companies Market by Country
- 9.1.3.3North America Healthcare Payers Market by Country
- 9.1.3.4North America Patients Market by Country
- 9.1.3.5North America Others Market by Country
- 9.1.4North America Artificial Intelligence (AI) in Healthcare Market by Application
- 9.1.4.1North America Patient Data & Risk Analysis Market by Country
- 9.1.4.2North America Virtual Assistants Market by Country
- 9.1.4.3North America Wearables Market by Country
- 9.1.4.4North America Medical Imaging & Diagnostics Market by Country
- 9.1.4.5North America Cybersecurity Market by Country
- 9.1.4.6North America Mental Health Market by Country
- 9.1.4.7North America In-Patient Care & Hospital Management Market by Country
- 9.1.4.8North America Precision Medicine Market by Country
- 9.1.4.9North America Drug Discovery & Development Market by Country
- 9.1.4.10North America Lifestyle Management & Remote Patient Monitoring Market by Country
- 9.1.4.11North America Healthcare Assistance Robots Market by Country
- 9.1.4.12North America Research Market by Country
- 9.1.4.13North America Others Market by Country
- 9.1.5North America Artificial Intelligence (AI) in Healthcare Market by Country
- 9.1.5.1US Artificial Intelligence (AI) in Healthcare Market
- 9.1.5.1.1US Artificial Intelligence (AI) in Healthcare Market by Offering
- 9.1.5.1.1.1US Artificial Intelligence (AI) in Healthcare Market by Software Platform
- 9.1.5.1.1.2US Artificial Intelligence (AI) in Healthcare Market by Software Solution
- 9.1.5.1.1.3US Artificial Intelligence (AI) in Healthcare Market by Hardware Type
- 9.1.5.1.2US Artificial Intelligence (AI) in Healthcare Market by Technology
- 9.1.5.1.3US Artificial Intelligence (AI) in Healthcare Market by End-use
- 9.1.5.1.4US Artificial Intelligence (AI) in Healthcare Market by Application
- 9.1.5.2Canada Artificial Intelligence (AI) in Healthcare Market
- 9.1.5.2.1Canada Artificial Intelligence (AI) in Healthcare Market by Offering
- 9.1.5.2.1.1Canada Artificial Intelligence (AI) in Healthcare Market by Software Platform
- 9.1.5.2.1.2Canada Artificial Intelligence (AI) in Healthcare Market by Software Solution
- 9.1.5.2.1.3Canada Artificial Intelligence (AI) in Healthcare Market by Hardware Type
- 9.1.5.2.2Canada Artificial Intelligence (AI) in Healthcare Market by Technology
- 9.1.5.2.3Canada Artificial Intelligence (AI) in Healthcare Market by End-use
- 9.1.5.2.4Canada Artificial Intelligence (AI) in Healthcare Market by Application
- 9.1.5.3Mexico Artificial Intelligence (AI) in Healthcare Market
- 9.1.5.3.1Mexico Artificial Intelligence (AI) in Healthcare Market by Offering
- 9.1.5.3.1.1Mexico Artificial Intelligence (AI) in Healthcare Market by Software Platform
- 9.1.5.3.1.2Mexico Artificial Intelligence (AI) in Healthcare Market by Software Solution
- 9.1.5.3.1.3Mexico Artificial Intelligence (AI) in Healthcare Market by Hardware Type
- 9.1.5.3.2Mexico Artificial Intelligence (AI) in Healthcare Market by Technology
- 9.1.5.3.3Mexico Artificial Intelligence (AI) in Healthcare Market by End-use
- 9.1.5.3.4Mexico Artificial Intelligence (AI) in Healthcare Market by Application
- 9.1.5.4Rest of North America Artificial Intelligence (AI) in Healthcare Market
- 9.1.5.4.1Rest of North America Artificial Intelligence (AI) in Healthcare Market by Offering
- 9.1.5.4.1.1Rest of North America Artificial Intelligence (AI) in Healthcare Market by Software Platform
- 9.1.5.4.1.2Rest of North America Artificial Intelligence (AI) in Healthcare Market by Software Solution
- 9.1.5.4.1.3Rest of North America Artificial Intelligence (AI) in Healthcare Market by Hardware Type
- 9.1.5.4.2Rest of North America Artificial Intelligence (AI) in Healthcare Market by Technology
- 9.1.5.4.3Rest of North America Artificial Intelligence (AI) in Healthcare Market by End-use
- 9.1.5.4.4Rest of North America Artificial Intelligence (AI) in Healthcare Market by Application
- 9.2Europe Artificial Intelligence (AI) in Healthcare Market
- 9.2.1Europe Artificial Intelligence (AI) in Healthcare Market by Offering
- 9.2.1.1Europe Software Market by Country
- 9.2.1.2Europe Artificial Intelligence (AI) in Healthcare Market by Software Platform
- 9.2.1.2.1Europe Application Program Interface (API) Market by Country
- 9.2.1.2.2Europe Machine Learning Framework Market by Country
- 9.2.1.3Europe Artificial Intelligence (AI) in Healthcare Market by Software Solution
- 9.2.1.3.1Europe On-premise Market by Country
- 9.2.1.3.2Europe Cloud Market by Country
- 9.2.1.4Europe Hardware Market by Country
- 9.2.1.5Europe Artificial Intelligence (AI) in Healthcare Market by Hardware Type
- 9.2.1.5.1Europe Processors Market by Country
- 9.2.1.5.2Europe Memory Market by Country
- 9.2.1.5.3Europe Network Market by Country
- 9.2.1.6Europe Services Market by Country
- 9.2.2Europe Artificial Intelligence (AI) in Healthcare Market by Technology
- 9.2.2.1Europe Machine Learning Market by Country
- 9.2.2.2Europe Natural Language Processing Market by Country
- 9.2.2.3Europe Context-aware Computing Market by Country
- 9.2.2.4Europe Computer Vision Market by Country
- 9.2.3Europe Artificial Intelligence (AI) in Healthcare Market by End-use
- 9.2.3.1Europe Healthcare Providers Market by Country
- 9.2.3.2Europe Healthcare Companies Market by Country
- 9.2.3.3Europe Healthcare Payers Market by Country
- 9.2.3.4Europe Patients Market by Country
- 9.2.3.5Europe Others Market by Country
- 9.2.4Europe Artificial Intelligence (AI) in Healthcare Market by Application
- 9.2.4.1Europe Patient Data & Risk Analysis Market by Country
- 9.2.4.2Europe Virtual Assistants Market by Country
- 9.2.4.3Europe Wearables Market by Country
- 9.2.4.4Europe Medical Imaging & Diagnostics Market by Country
- 9.2.4.5Europe Cybersecurity Market by Country
- 9.2.4.6Europe Mental Health Market by Country
- 9.2.4.7Europe In-Patient Care & Hospital Management Market by Country
- 9.2.4.8Europe Precision Medicine Market by Country
- 9.2.4.9Europe Drug Discovery & Development Market by Country
- 9.2.4.10Europe Lifestyle Management & Remote Patient Monitoring Market by Country
- 9.2.4.11Europe Healthcare Assistance Robots Market by Country
- 9.2.4.12Europe Research Market by Country
- 9.2.4.13Europe Others Market by Country
- 9.2.5Europe Artificial Intelligence (AI) in Healthcare Market by Country
- 9.2.5.1Germany Artificial Intelligence (AI) in Healthcare Market
- 9.2.5.1.1Germany Artificial Intelligence (AI) in Healthcare Market by Offering
- 9.2.5.1.1.1Germany Artificial Intelligence (AI) in Healthcare Market by Software Platform
- 9.2.5.1.1.2Germany Artificial Intelligence (AI) in Healthcare Market by Software Solution
- 9.2.5.1.1.3Germany Artificial Intelligence (AI) in Healthcare Market by Hardware Type
- 9.2.5.1.2Germany Artificial Intelligence (AI) in Healthcare Market by Technology
- 9.2.5.1.3Germany Artificial Intelligence (AI) in Healthcare Market by End-use
- 9.2.5.1.4Germany Artificial Intelligence (AI) in Healthcare Market by Application
- 9.2.5.2UK Artificial Intelligence (AI) in Healthcare Market
- 9.2.5.2.1UK Artificial Intelligence (AI) in Healthcare Market by Offering
- 9.2.5.2.1.1UK Artificial Intelligence (AI) in Healthcare Market by Software Platform
- 9.2.5.2.1.2UK Artificial Intelligence (AI) in Healthcare Market by Software Solution
- 9.2.5.2.1.3UK Artificial Intelligence (AI) in Healthcare Market by Hardware Type
- 9.2.5.2.2UK Artificial Intelligence (AI) in Healthcare Market by Technology
- 9.2.5.2.3UK Artificial Intelligence (AI) in Healthcare Market by End-use
- 9.2.5.2.4UK Artificial Intelligence (AI) in Healthcare Market by Application
- 9.2.5.3France Artificial Intelligence (AI) in Healthcare Market
- 9.2.5.3.1France Artificial Intelligence (AI) in Healthcare Market by Offering
- 9.2.5.3.1.1France Artificial Intelligence (AI) in Healthcare Market by Software Platform
- 9.2.5.3.1.2France Artificial Intelligence (AI) in Healthcare Market by Software Solution
- 9.2.5.3.1.3France Artificial Intelligence (AI) in Healthcare Market by Hardware Type
- 9.2.5.3.2France Artificial Intelligence (AI) in Healthcare Market by Technology
- 9.2.5.3.3France Artificial Intelligence (AI) in Healthcare Market by End-use
- 9.2.5.3.4France Artificial Intelligence (AI) in Healthcare Market by Application
- 9.2.5.4Russia Artificial Intelligence (AI) in Healthcare Market
- 9.2.5.4.1Russia Artificial Intelligence (AI) in Healthcare Market by Offering
- 9.2.5.4.1.1Russia Artificial Intelligence (AI) in Healthcare Market by Software Platform
- 9.2.5.4.1.2Russia Artificial Intelligence (AI) in Healthcare Market by Software Solution
- 9.2.5.4.1.3Russia Artificial Intelligence (AI) in Healthcare Market by Hardware Type
- 9.2.5.4.2Russia Artificial Intelligence (AI) in Healthcare Market by Technology
- 9.2.5.4.3Russia Artificial Intelligence (AI) in Healthcare Market by End-use
- 9.2.5.4.4Russia Artificial Intelligence (AI) in Healthcare Market by Application
- 9.2.5.5Spain Artificial Intelligence (AI) in Healthcare Market
- 9.2.5.5.1Spain Artificial Intelligence (AI) in Healthcare Market by Offering
- 9.2.5.5.1.1Spain Artificial Intelligence (AI) in Healthcare Market by Software Platform
- 9.2.5.5.1.2Spain Artificial Intelligence (AI) in Healthcare Market by Software Solution
- 9.2.5.5.1.3Spain Artificial Intelligence (AI) in Healthcare Market by Hardware Type
- 9.2.5.5.2Spain Artificial Intelligence (AI) in Healthcare Market by Technology
- 9.2.5.5.3Spain Artificial Intelligence (AI) in Healthcare Market by End-use
- 9.2.5.5.4Spain Artificial Intelligence (AI) in Healthcare Market by Application
- 9.2.5.6Italy Artificial Intelligence (AI) in Healthcare Market
- 9.2.5.6.1Italy Artificial Intelligence (AI) in Healthcare Market by Offering
- 9.2.5.6.1.1Italy Artificial Intelligence (AI) in Healthcare Market by Software Platform
- 9.2.5.6.1.2Italy Artificial Intelligence (AI) in Healthcare Market by Software Solution
- 9.2.5.6.1.3Italy Artificial Intelligence (AI) in Healthcare Market by Hardware Type
- 9.2.5.6.2Italy Artificial Intelligence (AI) in Healthcare Market by Technology
- 9.2.5.6.3Italy Artificial Intelligence (AI) in Healthcare Market by End-use
- 9.2.5.6.4Italy Artificial Intelligence (AI) in Healthcare Market by Application
- 9.2.5.7Rest of Europe Artificial Intelligence (AI) in Healthcare Market
- 9.2.5.7.1Rest of Europe Artificial Intelligence (AI) in Healthcare Market by Offering
- 9.2.5.7.1.1Rest of Europe Artificial Intelligence (AI) in Healthcare Market by Software Platform
- 9.2.5.7.1.2Rest of Europe Artificial Intelligence (AI) in Healthcare Market by Software Solution
- 9.2.5.7.1.3Rest of Europe Artificial Intelligence (AI) in Healthcare Market by Hardware Type
- 9.2.5.7.2Rest of Europe Artificial Intelligence (AI) in Healthcare Market by Technology
- 9.2.5.7.3Rest of Europe Artificial Intelligence (AI) in Healthcare Market by End-use
- 9.2.5.7.4Rest of Europe Artificial Intelligence (AI) in Healthcare Market by Application
- 9.3Asia Pacific Artificial Intelligence (AI) in Healthcare Market
- 9.3.1Asia Pacific Artificial Intelligence (AI) in Healthcare Market by Offering
- 9.3.1.1Asia Pacific Software Market by Country
- 9.3.1.2Asia Pacific Artificial Intelligence (AI) in Healthcare Market by Software Platform
- 9.3.1.2.1Asia Pacific Application Program Interface (API) Market by Country
- 9.3.1.2.2Asia Pacific Machine Learning Framework Market by Country
- 9.3.1.3Asia Pacific Artificial Intelligence (AI) in Healthcare Market by Software Solution
- 9.3.1.3.1Asia Pacific On-premise Market by Country
- 9.3.1.3.2Asia Pacific Cloud Market by Country
- 9.3.1.4Asia Pacific Hardware Market by Country
- 9.3.1.5Asia Pacific Artificial Intelligence (AI) in Healthcare Market by Hardware Type
- 9.3.1.5.1Asia Pacific Processors Market by Country
- 9.3.1.5.2Asia Pacific Memory Market by Country
- 9.3.1.5.3Asia Pacific Network Market by Country
- 9.3.1.6Asia Pacific Services Market by Country
- 9.3.2Asia Pacific Artificial Intelligence (AI) in Healthcare Market by Technology
- 9.3.2.1Asia Pacific Machine Learning Market by Country
- 9.3.2.2Asia Pacific Natural Language Processing Market by Country
- 9.3.2.3Asia Pacific Context-aware Computing Market by Country
- 9.3.2.4Asia Pacific Computer Vision Market by Country
- 9.3.3Asia Pacific Artificial Intelligence (AI) in Healthcare Market by End-use
- 9.3.3.1Asia Pacific Healthcare Providers Market by Country
- 9.3.3.2Asia Pacific Healthcare Companies Market by Country
- 9.3.3.3Asia Pacific Healthcare Payers Market by Country
- 9.3.3.4Asia Pacific Patients Market by Country
- 9.3.3.5Asia Pacific Others Market by Country
- 9.3.4Asia Pacific Artificial Intelligence (AI) in Healthcare Market by Application
- 9.3.4.1Asia Pacific Patient Data & Risk Analysis Market by Country
- 9.3.4.2Asia Pacific Virtual Assistants Market by Country
- 9.3.4.3Asia Pacific Wearables Market by Country
- 9.3.4.4Asia Pacific Medical Imaging & Diagnostics Market by Country
- 9.3.4.5Asia Pacific Cybersecurity Market by Country
- 9.3.4.6Asia Pacific Mental Health Market by Country
- 9.3.4.7Asia Pacific In-Patient Care & Hospital Management Market by Country
- 9.3.4.8Asia Pacific Precision Medicine Market by Country
- 9.3.4.9Asia Pacific Drug Discovery & Development Market by Country
- 9.3.4.10Asia Pacific Lifestyle Management & Remote Patient Monitoring Market by Country
- 9.3.4.11Asia Pacific Healthcare Assistance Robots Market by Country
- 9.3.4.12Asia Pacific Research Market by Country
- 9.3.4.13Asia Pacific Others Market by Country
- 9.3.5Asia Pacific Artificial Intelligence (AI) in Healthcare Market by Country
- 9.3.5.1China Artificial Intelligence (AI) in Healthcare Market
- 9.3.5.1.1China Artificial Intelligence (AI) in Healthcare Market by Offering
- 9.3.5.1.1.1China Artificial Intelligence (AI) in Healthcare Market by Software Platform
- 9.3.5.1.1.2China Artificial Intelligence (AI) in Healthcare Market by Software Solution
- 9.3.5.1.1.3China Artificial Intelligence (AI) in Healthcare Market by Hardware Type
- 9.3.5.1.2China Artificial Intelligence (AI) in Healthcare Market by Technology
- 9.3.5.1.3China Artificial Intelligence (AI) in Healthcare Market by End-use
- 9.3.5.1.4China Artificial Intelligence (AI) in Healthcare Market by Application
- 9.3.5.2Japan Artificial Intelligence (AI) in Healthcare Market
- 9.3.5.2.1Japan Artificial Intelligence (AI) in Healthcare Market by Offering
- 9.3.5.2.1.1Japan Artificial Intelligence (AI) in Healthcare Market by Software Platform
- 9.3.5.2.1.2Japan Artificial Intelligence (AI) in Healthcare Market by Software Solution
- 9.3.5.2.1.3Japan Artificial Intelligence (AI) in Healthcare Market by Hardware Type
- 9.3.5.2.2Japan Artificial Intelligence (AI) in Healthcare Market by Technology
- 9.3.5.2.3Japan Artificial Intelligence (AI) in Healthcare Market by End-use
- 9.3.5.2.4Japan Artificial Intelligence (AI) in Healthcare Market by Application
- 9.3.5.3India Artificial Intelligence (AI) in Healthcare Market
- 9.3.5.3.1India Artificial Intelligence (AI) in Healthcare Market by Offering
- 9.3.5.3.1.1India Artificial Intelligence (AI) in Healthcare Market by Software Platform
- 9.3.5.3.1.2India Artificial Intelligence (AI) in Healthcare Market by Software Solution
- 9.3.5.3.1.3India Artificial Intelligence (AI) in Healthcare Market by Hardware Type
- 9.3.5.3.2India Artificial Intelligence (AI) in Healthcare Market by Technology
- 9.3.5.3.3India Artificial Intelligence (AI) in Healthcare Market by End-use
- 9.3.5.3.4India Artificial Intelligence (AI) in Healthcare Market by Application
- 9.3.5.4South Korea Artificial Intelligence (AI) in Healthcare Market
- 9.3.5.4.1South Korea Artificial Intelligence (AI) in Healthcare Market by Offering
- 9.3.5.4.1.1South Korea Artificial Intelligence (AI) in Healthcare Market by Software Platform
- 9.3.5.4.1.2South Korea Artificial Intelligence (AI) in Healthcare Market by Software Solution
- 9.3.5.4.1.3South Korea Artificial Intelligence (AI) in Healthcare Market by Hardware Type
- 9.3.5.4.2South Korea Artificial Intelligence (AI) in Healthcare Market by Technology
- 9.3.5.4.3South Korea Artificial Intelligence (AI) in Healthcare Market by End-use
- 9.3.5.4.4South Korea Artificial Intelligence (AI) in Healthcare Market by Application
- 9.3.5.5Singapore Artificial Intelligence (AI) in Healthcare Market
- 9.3.5.5.1Singapore Artificial Intelligence (AI) in Healthcare Market by Offering
- 9.3.5.5.1.1Singapore Artificial Intelligence (AI) in Healthcare Market by Software Platform
- 9.3.5.5.1.2Singapore Artificial Intelligence (AI) in Healthcare Market by Software Solution
- 9.3.5.5.1.3Singapore Artificial Intelligence (AI) in Healthcare Market by Hardware Type
- 9.3.5.5.2Singapore Artificial Intelligence (AI) in Healthcare Market by Technology
- 9.3.5.5.3Singapore Artificial Intelligence (AI) in Healthcare Market by End-use
- 9.3.5.5.4Singapore Artificial Intelligence (AI) in Healthcare Market by Application
- 9.3.5.6Malaysia Artificial Intelligence (AI) in Healthcare Market
- 9.3.5.6.1Malaysia Artificial Intelligence (AI) in Healthcare Market by Offering
- 9.3.5.6.1.1Malaysia Artificial Intelligence (AI) in Healthcare Market by Software Platform
- 9.3.5.6.1.2Malaysia Artificial Intelligence (AI) in Healthcare Market by Software Solution
- 9.3.5.6.1.3Malaysia Artificial Intelligence (AI) in Healthcare Market by Hardware Type
- 9.3.5.6.2Malaysia Artificial Intelligence (AI) in Healthcare Market by Technology
- 9.3.5.6.3Malaysia Artificial Intelligence (AI) in Healthcare Market by End-use
- 9.3.5.6.4Malaysia Artificial Intelligence (AI) in Healthcare Market by Application
- 9.3.5.7Rest of Asia Pacific Artificial Intelligence (AI) in Healthcare Market
- 9.3.5.7.1Rest of Asia Pacific Artificial Intelligence (AI) in Healthcare Market by Offering
- 9.3.5.7.1.1Rest of Asia Pacific Artificial Intelligence (AI) in Healthcare Market by Software Platform
- 9.3.5.7.1.2Rest of Asia Pacific Artificial Intelligence (AI) in Healthcare Market by Software Solution
- 9.3.5.7.1.3Rest of Asia Pacific Artificial Intelligence (AI) in Healthcare Market by Hardware Type
- 9.3.5.7.2Rest of Asia Pacific Artificial Intelligence (AI) in Healthcare Market by Technology
- 9.3.5.7.3Rest of Asia Pacific Artificial Intelligence (AI) in Healthcare Market by End-use
- 9.3.5.7.4Rest of Asia Pacific Artificial Intelligence (AI) in Healthcare Market by Application
- 9.4LAMEA Artificial Intelligence (AI) in Healthcare Market
- 9.4.1LAMEA Artificial Intelligence (AI) in Healthcare Market by Offering
- 9.4.1.1LAMEA Software Market by Country
- 9.4.1.2LAMEA Artificial Intelligence (AI) in Healthcare Market by Software Platform
- 9.4.1.2.1LAMEA Application Program Interface (API) Market by Country
- 9.4.1.2.2LAMEA Machine Learning Framework Market by Country
- 9.4.1.3LAMEA Artificial Intelligence (AI) in Healthcare Market by Software Solution
- 9.4.1.3.1LAMEA On-premise Market by Country
- 9.4.1.3.2LAMEA Cloud Market by Country
- 9.4.1.4LAMEA Hardware Market by Country
- 9.4.1.5LAMEA Artificial Intelligence (AI) in Healthcare Market by Hardware Type
- 9.4.1.5.1LAMEA Processors Market by Country
- 9.4.1.5.2LAMEA Memory Market by Country
- 9.4.1.5.3LAMEA Network Market by Country
- 9.4.1.6LAMEA Services Market by Country
- 9.4.2LAMEA Artificial Intelligence (AI) in Healthcare Market by Technology
- 9.4.2.1LAMEA Machine Learning Market by Country
- 9.4.2.2LAMEA Natural Language Processing Market by Country
- 9.4.2.3LAMEA Context-aware Computing Market by Country
- 9.4.2.4LAMEA Computer Vision Market by Country
- 9.4.3LAMEA Artificial Intelligence (AI) in Healthcare Market by End-use
- 9.4.3.1LAMEA Healthcare Providers Market by Country
- 9.4.3.2LAMEA Healthcare Companies Market by Country
- 9.4.3.3LAMEA Healthcare Payers Market by Country
- 9.4.3.4LAMEA Patients Market by Country
- 9.4.3.5LAMEA Others Market by Country
- 9.4.4LAMEA Artificial Intelligence (AI) in Healthcare Market by Application
- 9.4.4.1LAMEA Patient Data & Risk Analysis Market by Country
- 9.4.4.2LAMEA Virtual Assistants Market by Country
- 9.4.4.3LAMEA Wearables Market by Country
- 9.4.4.4LAMEA Medical Imaging & Diagnostics Market by Country
- 9.4.4.5LAMEA Cybersecurity Market by Country
- 9.4.4.6LAMEA Mental Health Market by Country
- 9.4.4.7LAMEA In-Patient Care & Hospital Management Market by Country
- 9.4.4.8LAMEA Precision Medicine Market by Country
- 9.4.4.9LAMEA Drug Discovery & Development Market by Country
- 9.4.4.10LAMEA Lifestyle Management & Remote Patient Monitoring Market by Country
- 9.4.4.11LAMEA Healthcare Assistance Robots Market by Country
- 9.4.4.12LAMEA Research Market by Country
- 9.4.4.13LAMEA Others Market by Country
- 9.4.5LAMEA Artificial Intelligence (AI) in Healthcare Market by Country
- 9.4.5.1Brazil Artificial Intelligence (AI) in Healthcare Market
- 9.4.5.1.1Brazil Artificial Intelligence (AI) in Healthcare Market by Offering
- 9.4.5.1.1.1Brazil Artificial Intelligence (AI) in Healthcare Market by Software Platform
- 9.4.5.1.1.2Brazil Artificial Intelligence (AI) in Healthcare Market by Software Solution
- 9.4.5.1.1.3Brazil Artificial Intelligence (AI) in Healthcare Market by Hardware Type
- 9.4.5.1.2Brazil Artificial Intelligence (AI) in Healthcare Market by Technology
- 9.4.5.1.3Brazil Artificial Intelligence (AI) in Healthcare Market by End-use
- 9.4.5.1.4Brazil Artificial Intelligence (AI) in Healthcare Market by Application
- 9.4.5.2Argentina Artificial Intelligence (AI) in Healthcare Market
- 9.4.5.2.1Argentina Artificial Intelligence (AI) in Healthcare Market by Offering
- 9.4.5.2.1.1Argentina Artificial Intelligence (AI) in Healthcare Market by Software Platform
- 9.4.5.2.1.2Argentina Artificial Intelligence (AI) in Healthcare Market by Software Solution
- 9.4.5.2.1.3Argentina Artificial Intelligence (AI) in Healthcare Market by Hardware Type
- 9.4.5.2.2Argentina Artificial Intelligence (AI) in Healthcare Market by Technology
- 9.4.5.2.3Argentina Artificial Intelligence (AI) in Healthcare Market by End-use
- 9.4.5.2.4Argentina Artificial Intelligence (AI) in Healthcare Market by Application
- 9.4.5.3UAE Artificial Intelligence (AI) in Healthcare Market
- 9.4.5.3.1UAE Artificial Intelligence (AI) in Healthcare Market by Offering
- 9.4.5.3.1.1UAE Artificial Intelligence (AI) in Healthcare Market by Software Platform
- 9.4.5.3.1.2UAE Artificial Intelligence (AI) in Healthcare Market by Software Solution
- 9.4.5.3.1.3UAE Artificial Intelligence (AI) in Healthcare Market by Hardware Type
- 9.4.5.3.2UAE Artificial Intelligence (AI) in Healthcare Market by Technology
- 9.4.5.3.3UAE Artificial Intelligence (AI) in Healthcare Market by End-use
- 9.4.5.3.4UAE Artificial Intelligence (AI) in Healthcare Market by Application
- 9.4.5.4Saudi Arabia Artificial Intelligence (AI) in Healthcare Market
- 9.4.5.4.1Saudi Arabia Artificial Intelligence (AI) in Healthcare Market by Offering
- 9.4.5.4.1.1Saudi Arabia Artificial Intelligence (AI) in Healthcare Market by Software Platform
- 9.4.5.4.1.2Saudi Arabia Artificial Intelligence (AI) in Healthcare Market by Software Solution
- 9.4.5.4.1.3Saudi Arabia Artificial Intelligence (AI) in Healthcare Market by Hardware Type
- 9.4.5.4.2Saudi Arabia Artificial Intelligence (AI) in Healthcare Market by Technology
- 9.4.5.4.3Saudi Arabia Artificial Intelligence (AI) in Healthcare Market by End-use
- 9.4.5.4.4Saudi Arabia Artificial Intelligence (AI) in Healthcare Market by Application
- 9.4.5.5South Africa Artificial Intelligence (AI) in Healthcare Market
- 9.4.5.5.1South Africa Artificial Intelligence (AI) in Healthcare Market by Offering
- 9.4.5.5.1.1South Africa Artificial Intelligence (AI) in Healthcare Market by Software Platform
- 9.4.5.5.1.2South Africa Artificial Intelligence (AI) in Healthcare Market by Software Solution
- 9.4.5.5.1.3South Africa Artificial Intelligence (AI) in Healthcare Market by Hardware Type
- 9.4.5.5.2South Africa Artificial Intelligence (AI) in Healthcare Market by Technology
- 9.4.5.5.3South Africa Artificial Intelligence (AI) in Healthcare Market by End-use
- 9.4.5.5.4South Africa Artificial Intelligence (AI) in Healthcare Market by Application
- 9.4.5.6Nigeria Artificial Intelligence (AI) in Healthcare Market
- 9.4.5.6.1Nigeria Artificial Intelligence (AI) in Healthcare Market by Offering
- 9.4.5.6.1.1Nigeria Artificial Intelligence (AI) in Healthcare Market by Software Platform
- 9.4.5.6.1.2Nigeria Artificial Intelligence (AI) in Healthcare Market by Software Solution
- 9.4.5.6.1.3Nigeria Artificial Intelligence (AI) in Healthcare Market by Hardware Type
- 9.4.5.6.2Nigeria Artificial Intelligence (AI) in Healthcare Market by Technology
- 9.4.5.6.3Nigeria Artificial Intelligence (AI) in Healthcare Market by End-use
- 9.4.5.6.4Nigeria Artificial Intelligence (AI) in Healthcare Market by Application
- 9.4.5.7Rest of LAMEA Artificial Intelligence (AI) in Healthcare Market
- 9.4.5.7.1Rest of LAMEA Artificial Intelligence (AI) in Healthcare Market by Offering
- 9.4.5.7.1.1Rest of LAMEA Artificial Intelligence (AI) in Healthcare Market by Software Platform
- 9.4.5.7.1.2Rest of LAMEA Artificial Intelligence (AI) in Healthcare Market by Software Solution
- 9.4.5.7.1.3Rest of LAMEA Artificial Intelligence (AI) in Healthcare Market by Hardware Type
- 9.4.5.7.2Rest of LAMEA Artificial Intelligence (AI) in Healthcare Market by Technology
- 9.4.5.7.3Rest of LAMEA Artificial Intelligence (AI) in Healthcare Market by End-use
- 9.4.5.7.4Rest of LAMEA Artificial Intelligence (AI) in Healthcare Market by Application
Chapter 10.Company Profiles
- 10.1Koninklijke Philips N.V.
- 10.1.1Company Overview
- 10.1.2Financial Analysis
- 10.1.3Segmental and Regional Analysis
- 10.1.4Research & Development Expense
- 10.1.5Recent strategies and developments:
- 10.1.5.1Partnerships, Collaborations, and Agreements:
- 10.1.5.2Product Launches and Product Expansions:
- 10.1.6SWOT Analysis
- 10.2Microsoft Corporation
- 10.2.1Company Overview
- 10.2.2Financial Analysis
- 10.2.3Segmental and Regional Analysis
- 10.2.4Research & Development Expenses
- 10.2.5Recent strategies and developments:
- 10.2.5.1Partnerships, Collaborations, and Agreements:
- 10.2.5.2Product Launches and Product Expansions:
- 10.2.6SWOT Analysis
- 10.3Siemens Healthineers AG (Siemens AG)
- 10.3.1Company Overview
- 10.3.2Financial Analysis
- 10.3.3Segmental and Regional Analysis
- 10.3.4Research & Development Expense
- 10.3.5Recent strategies and developments:
- 10.3.5.1Partnerships, Collaborations, and Agreements:
- 10.3.6SWOT Analysis
- 10.4Intel Corporation
- 10.4.1Company Overview
- 10.4.2Financial Analysis
- 10.4.3Segmental and Regional Analysis
- 10.4.4Research & Development Expenses
- 10.4.5SWOT Analysis
- 10.5NVIDIA Corporation
- 10.5.1Company Overview
- 10.5.2Financial Analysis
- 10.5.3Segmental and Regional Analysis
- 10.5.4Research & Development Expenses
- 10.5.5Recent strategies and developments:
- 10.5.5.1Partnerships, Collaborations, and Agreements:
- 10.5.5.2Product Launches and Product Expansions:
- 10.5.6SWOT Analysis
- 10.6Google LLC (Alphabet Inc.)
- 10.6.1Company Overview
- 10.6.2Financial Analysis
- 10.6.3Segmental and Regional Analysis
- 10.6.4Research & Development Expense
- 10.6.5Recent strategies and developments:
- 10.6.5.1Product Launches and Product Expansions:
- 10.6.6SWOT Analysis
- 10.7GE HealthCare Technologies, Inc.
- 10.7.1Company Overview
- 10.7.2Financial Analysis
- 10.7.3Segmental and Regional Analysis
- 10.7.4Research & Development Expenses
- 10.7.5Recent strategies and developments:
- 10.7.5.1Product Launches and Product Expansions:
- 10.7.5.2Acquisition and Mergers:
- 10.7.6SWOT Analysis
- 10.8Medtronic PLC
- 10.8.1Company overview
- 10.8.2Financial Analysis
- 10.8.3Segmental and Regional Analysis
- 10.8.4Research & Development Expenses
- 10.8.5Recent strategies and developments:
- 10.8.5.1Partnerships, Collaborations, and Agreements:
- 10.8.6SWOT Analysis
- 10.9Amazon Web Services, Inc. (Amazon.com, Inc.)
- 10.9.1Company Overview
- 10.9.2Financial Analysis
- 10.9.3Segmental Analysis
- 10.9.4Recent strategies and developments:
- 10.9.4.1Partnerships, Collaborations, and Agreements:
- 10.9.5SWOT Analysis
- 10.10.Oracle Corporation
- 10.10.1Company Overview
- 10.10.2Financial Analysis
- 10.10.3Segmental and Regional Analysis