Artificial Intelligence (AI) in Healthcare

Artificial Intelligence (AI) in Healthcare


Global Artificial Intelligence (AI) in Healthcare Market to Reach US$346.5 Billion by 2030

The global market for Artificial Intelligence (AI) in Healthcare estimated at US$40.5 Billion in the year 2023, is expected to reach US$346.5 Billion by 2030, growing at a CAGR of 35.9% over the analysis period 2023-2030. Software Component, one of the segments analyzed in the report, is expected to record a 37.1% CAGR and reach US$177.2 Billion by the end of the analysis period. Growth in the Hardware Component segment is estimated at 35.4% CAGR over the analysis period.

The U.S. Market is Estimated at US$12.0 Billion While China is Forecast to Grow at 34.2% CAGR

The Artificial Intelligence (AI) in Healthcare market in the U.S. is estimated at US$12.0 Billion in the year 2023. China, the world`s second largest economy, is forecast to reach a projected market size of US$49.8 Billion by the year 2030 trailing a CAGR of 34.2% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 32.1% and 30.2% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 24.7% CAGR.

Global Artificial Intelligence (AI) in Healthcare Market - Key Trends and Drivers Summarized

How Is AI Enhancing Diagnostic Accuracy and Patient Outcomes?

Artificial Intelligence (AI) is transforming diagnostics in healthcare, enabling faster, more accurate assessments that significantly impact patient outcomes. Traditionally, diagnoses relied heavily on a clinician’s expertise and experience, but AI now augments this process by rapidly analyzing medical data and imaging with a level of precision that reduces the likelihood of human error. Machine learning algorithms in radiology, for example, can detect early signs of diseases like cancer, pneumonia, and cardiovascular disorders by scanning imaging data in real time, often identifying issues before symptoms manifest. Companies like Zebra Medical Vision and Aidoc are employing deep learning to interpret CT scans, MRIs, and X-rays with remarkable accuracy, assisting radiologists in making informed decisions quickly. Furthermore, AI models predict patient risks and track disease progression by analyzing electronic health records (EHRs), laboratory results, and genetic information, providing doctors with actionable insights. By enabling faster diagnoses and more personalized treatment plans, AI-driven diagnostics are improving patient outcomes, reducing hospital stays, and paving the way for a more proactive healthcare approach.

Can AI Transform Personalized Treatment and Drug Discovery?

AI’s potential to individualize treatments and expedite drug discovery is redefining how we approach patient care. Precision medicine, a rapidly growing field, leverages AI to customize treatment plans tailored to an individual’s unique genetic makeup, lifestyle, and specific health conditions. By analyzing complex datasets that include genetic information, lifestyle factors, and previous health records, AI algorithms can suggest highly personalized therapies, optimizing treatment efficacy and reducing adverse reactions. IBM’s Watson for Oncology, for instance, uses AI to recommend cancer treatment options based on individual patient data and an extensive library of medical literature, supporting oncologists in making well-informed decisions. In drug discovery, AI accelerates the identification of potential drug candidates, predicting how different molecules might interact and even identifying possible side effects, reducing the time and costs associated with traditional drug development. AI platforms like Atomwise and BenevolentAI use deep learning models to analyze molecular structures, expediting the research process that once took years. By enhancing personalized care and fast-tracking drug discovery, AI is revolutionizing how treatments are developed and delivered, ultimately benefiting patients through more effective and timely medical solutions.

How Is AI Assisting in Operational Efficiency and Resource Management in Healthcare?

AI is driving significant advancements in operational efficiency and resource management within the healthcare sector, addressing longstanding issues like staff shortages, resource allocation, and patient wait times. Hospitals and healthcare providers are utilizing AI-driven predictive analytics to manage scheduling, staff allocation, and patient flow, optimizing these processes to reduce overcrowding and ensure that resources are used efficiently. For example, algorithms can predict peak times in emergency departments or clinics, allowing for better preparation and staffing adjustments, thereby minimizing patient wait times. Additionally, AI in EHR management automates repetitive administrative tasks such as data entry, claims processing, and billing, reducing the administrative burden on healthcare staff and improving overall efficiency. Virtual health assistants and chatbots are further alleviating workload by addressing patient queries, scheduling appointments, and reminding patients of medication, enhancing service quality without overwhelming healthcare personnel. By streamlining operations, AI enables healthcare providers to focus more on direct patient care, increasing efficiency and ensuring resources are deployed where they are most needed.

What Factors Are Driving the Growth of AI in the Healthcare Market?

The growth in the AI in healthcare market is driven by several key factors, as advancements in technology and evolving healthcare needs accelerate AI adoption. Increasing healthcare data volumes, generated from medical imaging, genetic profiles, and wearable health devices, necessitate AI-driven analytics capable of making sense of these massive datasets. Consumer demand for personalized and proactive healthcare services is a primary driver, as patients increasingly expect tailored treatment plans and preventive care options. Technological advancements in natural language processing and computer vision are enhancing AI’s capabilities in interpreting medical data and language-based health information, making AI indispensable for diagnostics, patient monitoring, and personalized medicine. Additionally, the global shift toward value-based care, which emphasizes outcome-driven treatments over volume-based services, aligns closely with AI’s ability to improve diagnostic accuracy, optimize treatment plans, and predict patient outcomes. The rising prevalence of chronic diseases has further increased the need for AI solutions in patient monitoring and management. Government initiatives and private-sector investments in health technology are accelerating research and development in this area, encouraging innovation and expanding AI applications in healthcare. Together, these drivers indicate a transformative period for AI in healthcare, as it responds to both consumer demands and the industry’s shift towards data-centric, efficient, and patient-focused care.

SCOPE OF STUDY:

The report analyzes the Artificial Intelligence (AI) in Healthcare market in terms of US$ Million by the following Application; Component; End-Use; Technology, and Geographic Regions/Countries:

Segments:
Component (Software, Hardware, Services); Technology (Machine Learning, Natural Language Processing, Context-Aware Computing, Computer Vision); Application (Clinical Trials, Robot-Assisted Surgery, Connected Machines, Fraud Detection, Diagnosis, Virtual Assistants, Dosage Error Reduction, Other Applications); End-Use (Hospitals & Healthcare Providers, Patients, Pharmaceuticals & Biotechnology Companies, Healthcare Payers, Other End-Uses)

Geographic Regions/Countries:
World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 222 Featured) -
  • Amazon Web Services (Aws)
  • Enlitic Inc.
  • General Electric Company
  • General Vision
  • Google
  • IBM Corporation
  • iCarbonX
  • Intel Corporation
  • Johnson & Johnson Services
  • Koninklijke Philips
  • Medtronic
  • Micron Technology
  • Microsoft Corporation
  • Next IT Corp.
  • Nvidia Corporation
  • Siemens Healthineers (A Strategic Unit Of Siemens Group)
  • Welltok Inc.
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I. METHODOLOGY
II. EXECUTIVE SUMMARY
1. MARKET OVERVIEW
Influencer Market Insights
World Market Trajectories
Global Economic Update
Artificial Intelligence (AI) in Healthcare – Global Key Competitors Percentage Market Share in 2024 (E)
Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
2. FOCUS ON SELECT PLAYERS
3. MARKET TRENDS & DRIVERS
Rising Demand for Personalized Patient Care Propels Growth of AI in Healthcare
Focus on Early Disease Detection and Prevention Drives Adoption of AI-Powered Diagnostic Tools
Here`s How Predictive Analytics in AI Enhances Patient Care Pathways and Outcome Optimization
Advances in Medical Imaging and Computer Vision Boost Precision in AI-Driven Diagnostic Solutions
Rising Prevalence of Chronic Diseases Expands Market for AI-Powered Remote Monitoring Systems
Here`s How Natural Language Processing in AI Improves Medical Record Analysis and Documentation
Increasing Utilization of AI for Accelerating Drug Discovery and Development Processes
Focus on Enhancing Resource Allocation Drives AI Adoption in Healthcare Workforce Management
Growing Demand for Telemedicine Expands the Scope of AI in Remote Patient Monitoring
Here`s How AI in Genomics Supports Personalized Treatment Plans and Precision Medicine Initiatives
Advancements in AI-Driven Robotics Transform Surgical and Rehabilitation Practices
4. GLOBAL MARKET PERSPECTIVE
TABLE 1: World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 2: World 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2024 & 2030
TABLE 3: World Recent Past, Current & Future Analysis for Software by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 4: World 7-Year Perspective for Software by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 5: World Recent Past, Current & Future Analysis for Hardware by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 6: World 7-Year Perspective for Hardware by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 7: World Recent Past, Current & Future Analysis for Healthcare Payers by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 8: World 7-Year Perspective for Healthcare Payers by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 9: World Recent Past, Current & Future Analysis for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 10: World 7-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 11: World Recent Past, Current & Future Analysis for Hospitals & Healthcare Providers by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 12: World 7-Year Perspective for Hospitals & Healthcare Providers by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 13: World Recent Past, Current & Future Analysis for Patients by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 14: World 7-Year Perspective for Patients by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 15: World Recent Past, Current & Future Analysis for Pharmaceuticals & Biotechnology Companies by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 16: World 7-Year Perspective for Pharmaceuticals & Biotechnology Companies by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 17: World Recent Past, Current & Future Analysis for Machine Learning by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 18: World 7-Year Perspective for Machine Learning by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 19: World Recent Past, Current & Future Analysis for Natural Language Processing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 20: World 7-Year Perspective for Natural Language Processing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 21: World Recent Past, Current & Future Analysis for Context-Aware Computing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 22: World 7-Year Perspective for Context-Aware Computing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 23: World Recent Past, Current & Future Analysis for Computer Vision by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 24: World 7-Year Perspective for Computer Vision by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 25: World Artificial Intelligence (AI) in Healthcare Market Analysis of Annual Sales in US$ Million for Years 2014 through 2030
TABLE 26: World Recent Past, Current & Future Analysis for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 27: World 7-Year Perspective for Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 28: World Recent Past, Current & Future Analysis for Connected Machines by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 29: World 7-Year Perspective for Connected Machines by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 30: World Recent Past, Current & Future Analysis for Fraud Detection by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 31: World 7-Year Perspective for Fraud Detection by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 32: World Recent Past, Current & Future Analysis for Diagnosis by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 33: World 7-Year Perspective for Diagnosis by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 34: World Recent Past, Current & Future Analysis for Virtual Assistants by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 35: World 7-Year Perspective for Virtual Assistants by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 36: World Recent Past, Current & Future Analysis for Dosage Error Reduction by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 37: World 7-Year Perspective for Dosage Error Reduction by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 38: World Recent Past, Current & Future Analysis for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 39: World 7-Year Perspective for Other Applications by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 40: World Recent Past, Current & Future Analysis for Clinical Trials by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 41: World 7-Year Perspective for Clinical Trials by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 42: World Recent Past, Current & Future Analysis for Robot-Assisted Surgery by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 43: World 7-Year Perspective for Robot-Assisted Surgery by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
III. MARKET ANALYSIS
UNITED STATES
Artificial Intelligence (AI) in Healthcare Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
TABLE 44: USA Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Component - Software, Hardware and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 45: USA 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Component - Percentage Breakdown of Value Sales for Software, Hardware and Services for the Years 2024 & 2030
TABLE 46: USA Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by End-Use - Hospitals & Healthcare Providers, Patients, Pharmaceuticals & Biotechnology Companies, Healthcare Payers and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 47: USA 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by End-Use - Percentage Breakdown of Value Sales for Hospitals & Healthcare Providers, Patients, Pharmaceuticals & Biotechnology Companies, Healthcare Payers and Other End-Uses for the Years 2024 & 2030
TABLE 48: USA Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 49: USA 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2024 & 2030
TABLE 50: USA Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Application - Connected Machines, Fraud Detection, Diagnosis, Virtual Assistants, Dosage Error Reduction, Other Applications, Clinical Trials and Robot-Assisted Surgery - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 51: USA 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Application - Percentage Breakdown of Value Sales for Connected Machines, Fraud Detection, Diagnosis, Virtual Assistants, Dosage Error Reduction, Other Applications, Clinical Trials and Robot-Assisted Surgery for the Years 2024 & 2030
CANADA
TABLE 52: Canada Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Component - Software, Hardware and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 53: Canada 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Component - Percentage Breakdown of Value Sales for Software, Hardware and Services for the Years 2024 & 2030
TABLE 54: Canada Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by End-Use - Hospitals & Healthcare Providers, Patients, Pharmaceuticals & Biotechnology Companies, Healthcare Payers and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 55: Canada 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by End-Use - Percentage Breakdown of Value Sales for Hospitals & Healthcare Providers, Patients, Pharmaceuticals & Biotechnology Companies, Healthcare Payers and Other End-Uses for the Years 2024 & 2030
TABLE 56: Canada Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 57: Canada 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2024 & 2030
TABLE 58: Canada Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Application - Connected Machines, Fraud Detection, Diagnosis, Virtual Assistants, Dosage Error Reduction, Other Applications, Clinical Trials and Robot-Assisted Surgery - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 59: Canada 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Application - Percentage Breakdown of Value Sales for Connected Machines, Fraud Detection, Diagnosis, Virtual Assistants, Dosage Error Reduction, Other Applications, Clinical Trials and Robot-Assisted Surgery for the Years 2024 & 2030
JAPAN
Artificial Intelligence (AI) in Healthcare Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
TABLE 60: Japan Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Component - Software, Hardware and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 61: Japan 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Component - Percentage Breakdown of Value Sales for Software, Hardware and Services for the Years 2024 & 2030
TABLE 62: Japan Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by End-Use - Hospitals & Healthcare Providers, Patients, Pharmaceuticals & Biotechnology Companies, Healthcare Payers and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 63: Japan 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by End-Use - Percentage Breakdown of Value Sales for Hospitals & Healthcare Providers, Patients, Pharmaceuticals & Biotechnology Companies, Healthcare Payers and Other End-Uses for the Years 2024 & 2030
TABLE 64: Japan Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 65: Japan 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2024 & 2030
TABLE 66: Japan Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Application - Connected Machines, Fraud Detection, Diagnosis, Virtual Assistants, Dosage Error Reduction, Other Applications, Clinical Trials and Robot-Assisted Surgery - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 67: Japan 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Application - Percentage Breakdown of Value Sales for Connected Machines, Fraud Detection, Diagnosis, Virtual Assistants, Dosage Error Reduction, Other Applications, Clinical Trials and Robot-Assisted Surgery for the Years 2024 & 2030
CHINA
Artificial Intelligence (AI) in Healthcare Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
TABLE 68: China Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Component - Software, Hardware and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 69: China 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Component - Percentage Breakdown of Value Sales for Software, Hardware and Services for the Years 2024 & 2030
TABLE 70: China Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by End-Use - Hospitals & Healthcare Providers, Patients, Pharmaceuticals & Biotechnology Companies, Healthcare Payers and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 71: China 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by End-Use - Percentage Breakdown of Value Sales for Hospitals & Healthcare Providers, Patients, Pharmaceuticals & Biotechnology Companies, Healthcare Payers and Other End-Uses for the Years 2024 & 2030
TABLE 72: China Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 73: China 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2024 & 2030
TABLE 74: China Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Application - Connected Machines, Fraud Detection, Diagnosis, Virtual Assistants, Dosage Error Reduction, Other Applications, Clinical Trials and Robot-Assisted Surgery - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 75: China 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Application - Percentage Breakdown of Value Sales for Connected Machines, Fraud Detection, Diagnosis, Virtual Assistants, Dosage Error Reduction, Other Applications, Clinical Trials and Robot-Assisted Surgery for the Years 2024 & 2030
EUROPE
Artificial Intelligence (AI) in Healthcare Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
TABLE 76: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 77: Europe 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2024 & 2030
TABLE 78: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Component - Software, Hardware and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 79: Europe 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Component - Percentage Breakdown of Value Sales for Software, Hardware and Services for the Years 2024 & 2030
TABLE 80: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by End-Use - Hospitals & Healthcare Providers, Patients, Pharmaceuticals & Biotechnology Companies, Healthcare Payers and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 81: Europe 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by End-Use - Percentage Breakdown of Value Sales for Hospitals & Healthcare Providers, Patients, Pharmaceuticals & Biotechnology Companies, Healthcare Payers and Other End-Uses for the Years 2024 & 2030
TABLE 82: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 83: Europe 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2024 & 2030
TABLE 84: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Application - Connected Machines, Fraud Detection, Diagnosis, Virtual Assistants, Dosage Error Reduction, Other Applications, Clinical Trials and Robot-Assisted Surgery - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 85: Europe 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Application - Percentage Breakdown of Value Sales for Connected Machines, Fraud Detection, Diagnosis, Virtual Assistants, Dosage Error Reduction, Other Applications, Clinical Trials and Robot-Assisted Surgery for the Years 2024 & 2030
FRANCE
Artificial Intelligence (AI) in Healthcare Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
TABLE 86: France Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Component - Software, Hardware and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 87: France 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Component - Percentage Breakdown of Value Sales for Software, Hardware and Services for the Years 2024 & 2030
TABLE 88: France Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by End-Use - Hospitals & Healthcare Providers, Patients, Pharmaceuticals & Biotechnology Companies, Healthcare Payers and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 89: France 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by End-Use - Percentage Breakdown of Value Sales for Hospitals & Healthcare Providers, Patients, Pharmaceuticals & Biotechnology Companies, Healthcare Payers and Other End-Uses for the Years 2024 & 2030
TABLE 90: France Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 91: France 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2024 & 2030
TABLE 92: France Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Application - Connected Machines, Fraud Detection, Diagnosis, Virtual Assistants, Dosage Error Reduction, Other Applications, Clinical Trials and Robot-Assisted Surgery - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 93: France 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Application - Percentage Breakdown of Value Sales for Connected Machines, Fraud Detection, Diagnosis, Virtual Assistants, Dosage Error Reduction, Other Applications, Clinical Trials and Robot-Assisted Surgery for the Years 2024 & 2030
GERMANY
Artificial Intelligence (AI) in Healthcare Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
TABLE 94: Germany Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Component - Software, Hardware and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 95: Germany 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Component - Percentage Breakdown of Value Sales for Software, Hardware and Services for the Years 2024 & 2030
TABLE 96: Germany Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by End-Use - Hospitals & Healthcare Providers, Patients, Pharmaceuticals & Biotechnology Companies, Healthcare Payers and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 97: Germany 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by End-Use - Percentage Breakdown of Value Sales for Hospitals & Healthcare Providers, Patients, Pharmaceuticals & Biotechnology Companies, Healthcare Payers and Other End-Uses for the Years 2024 & 2030
TABLE 98: Germany Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 99: Germany 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2024 & 2030
TABLE 100: Germany Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Application - Connected Machines, Fraud Detection, Diagnosis, Virtual Assistants, Dosage Error Reduction, Other Applications, Clinical Trials and Robot-Assisted Surgery - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 101: Germany 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Application - Percentage Breakdown of Value Sales for Connected Machines, Fraud Detection, Diagnosis, Virtual Assistants, Dosage Error Reduction, Other Applications, Clinical Trials and Robot-Assisted Surgery for the Years 2024 & 2030
ITALY
TABLE 102: Italy Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Component - Software, Hardware and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 103: Italy 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Component - Percentage Breakdown of Value Sales for Software, Hardware and Services for the Years 2024 & 2030
TABLE 104: Italy Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by End-Use - Hospitals & Healthcare Providers, Patients, Pharmaceuticals & Biotechnology Companies, Healthcare Payers and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 105: Italy 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by End-Use - Percentage Breakdown of Value Sales for Hospitals & Healthcare Providers, Patients, Pharmaceuticals & Biotechnology Companies, Healthcare Payers and Other End-Uses for the Years 2024 & 2030
TABLE 106: Italy Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 107: Italy 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2024 & 2030
TABLE 108: Italy Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Application - Connected Machines, Fraud Detection, Diagnosis, Virtual Assistants, Dosage Error Reduction, Other Applications, Clinical Trials and Robot-Assisted Surgery - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 109: Italy 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Application - Percentage Breakdown of Value Sales for Connected Machines, Fraud Detection, Diagnosis, Virtual Assistants, Dosage Error Reduction, Other Applications, Clinical Trials and Robot-Assisted Surgery for the Years 2024 & 2030
UNITED KINGDOM
Artificial Intelligence (AI) in Healthcare Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
TABLE 110: UK Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Component - Software, Hardware and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 111: UK 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Component - Percentage Breakdown of Value Sales for Software, Hardware and Services for the Years 2024 & 2030
TABLE 112: UK Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by End-Use - Hospitals & Healthcare Providers, Patients, Pharmaceuticals & Biotechnology Companies, Healthcare Payers and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 113: UK 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by End-Use - Percentage Breakdown of Value Sales for Hospitals & Healthcare Providers, Patients, Pharmaceuticals & Biotechnology Companies, Healthcare Payers and Other End-Uses for the Years 2024 & 2030
TABLE 114: UK Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 115: UK 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2024 & 2030
TABLE 116: UK Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Application - Connected Machines, Fraud Detection, Diagnosis, Virtual Assistants, Dosage Error Reduction, Other Applications, Clinical Trials and Robot-Assisted Surgery - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 117: UK 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Application - Percentage Breakdown of Value Sales for Connected Machines, Fraud Detection, Diagnosis, Virtual Assistants, Dosage Error Reduction, Other Applications, Clinical Trials and Robot-Assisted Surgery for the Years 2024 & 2030
REST OF EUROPE
TABLE 118: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Component - Software, Hardware and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 119: Rest of Europe 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Component - Percentage Breakdown of Value Sales for Software, Hardware and Services for the Years 2024 & 2030
TABLE 120: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by End-Use - Hospitals & Healthcare Providers, Patients, Pharmaceuticals & Biotechnology Companies, Healthcare Payers and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 121: Rest of Europe 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by End-Use - Percentage Breakdown of Value Sales for Hospitals & Healthcare Providers, Patients, Pharmaceuticals & Biotechnology Companies, Healthcare Payers and Other End-Uses for the Years 2024 & 2030
TABLE 122: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 123: Rest of Europe 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2024 & 2030
TABLE 124: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Application - Connected Machines, Fraud Detection, Diagnosis, Virtual Assistants, Dosage Error Reduction, Other Applications, Clinical Trials and Robot-Assisted Surgery - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 125: Rest of Europe 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Application - Percentage Breakdown of Value Sales for Connected Machines, Fraud Detection, Diagnosis, Virtual Assistants, Dosage Error Reduction, Other Applications, Clinical Trials and Robot-Assisted Surgery for the Years 2024 & 2030
ASIA-PACIFIC
Artificial Intelligence (AI) in Healthcare Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
TABLE 126: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Component - Software, Hardware and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 127: Asia-Pacific 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Component - Percentage Breakdown of Value Sales for Software, Hardware and Services for the Years 2024 & 2030
TABLE 128: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by End-Use - Hospitals & Healthcare Providers, Patients, Pharmaceuticals & Biotechnology Companies, Healthcare Payers and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 129: Asia-Pacific 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by End-Use - Percentage Breakdown of Value Sales for Hospitals & Healthcare Providers, Patients, Pharmaceuticals & Biotechnology Companies, Healthcare Payers and Other End-Uses for the Years 2024 & 2030
TABLE 130: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 131: Asia-Pacific 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2024 & 2030
TABLE 132: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Application - Connected Machines, Fraud Detection, Diagnosis, Virtual Assistants, Dosage Error Reduction, Other Applications, Clinical Trials and Robot-Assisted Surgery - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 133: Asia-Pacific 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Application - Percentage Breakdown of Value Sales for Connected Machines, Fraud Detection, Diagnosis, Virtual Assistants, Dosage Error Reduction, Other Applications, Clinical Trials and Robot-Assisted Surgery for the Years 2024 & 2030
REST OF WORLD
TABLE 134: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Component - Software, Hardware and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 135: Rest of World 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Component - Percentage Breakdown of Value Sales for Software, Hardware and Services for the Years 2024 & 2030
TABLE 136: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by End-Use - Hospitals & Healthcare Providers, Patients, Pharmaceuticals & Biotechnology Companies, Healthcare Payers and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 137: Rest of World 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by End-Use - Percentage Breakdown of Value Sales for Hospitals & Healthcare Providers, Patients, Pharmaceuticals & Biotechnology Companies, Healthcare Payers and Other End-Uses for the Years 2024 & 2030
TABLE 138: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Technology - Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 139: Rest of World 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing, Context-Aware Computing and Computer Vision for the Years 2024 & 2030
TABLE 140: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Healthcare by Application - Connected Machines, Fraud Detection, Diagnosis, Virtual Assistants, Dosage Error Reduction, Other Applications, Clinical Trials and Robot-Assisted Surgery - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 141: Rest of World 7-Year Perspective for Artificial Intelligence (AI) in Healthcare by Application - Percentage Breakdown of Value Sales for Connected Machines, Fraud Detection, Diagnosis, Virtual Assistants, Dosage Error Reduction, Other Applications, Clinical Trials and Robot-Assisted Surgery for the Years 2024 & 2030
IV. COMPETITION

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