바이오메디컬용 인공지능(AI) 시장 : 컴포넌트별, 기술별, 용도별, 최종 용도별, 국가별, 지역별 - 산업 분석, 시장 규모, 시장 점유율, 예측(2024-2032년)

REPORT HIGHLIGHT

Artificial Intelligence in Biomedical Market size was valued at USD 3,890.43 Million in 2023, expanding at a CAGR of 23.90% from 2024 to 2032.

Artificial Intelligence (AI) in biomedicine harnesses machine learning, natural language processing, and other AI methodologies to analyze intricate biomedical data. This technology plays a pivotal role in diagnosing diseases, forecasting patient outcomes, tailoring treatment plans, and discovering novel drugs. By processing extensive datasets derived from medical records, genetic profiles, and clinical trials, AI identifies patterns and insights that may evade human observation. AI-powered tools significantly enhance accuracy and efficiency across medical imaging, pathology, and genomics. By facilitating more precise decision-making and automating routine tasks, AI strives to advance healthcare delivery, elevate patient care standards, and expedite biomedical research initiatives.

Artificial Intelligence in Biomedical Market- Market Dynamics

Rapid expansion of healthcare data, sourced from electronic health records (EHRs) to propel market demand

The rapid expansion of healthcare data, sourced from electronic health records (EHRs), medical imaging scans, wearable devices, and genomic sequencing, presents substantial opportunities for AI-powered solutions to extract actionable insights and support clinical decision-making. The global shortage of healthcare workers, projected to reach 10 million by 2030 according to World Economic Forum estimates from May 2023. Government initiatives, coupled with the impact of COVID-19 and increased technological collaborations and mergers & acquisitions (M&A) activities, have accelerated the adoption of AI in healthcare. AI and ML algorithms are increasingly utilized for swift and accurate diagnostics, including the detection of COVID-19-positive cases using personalized patient data. For example, a study by NCBI in 2020 demonstrated that AI-based algorithms accurately identified 68% of COVID-19-positive cases initially missed by healthcare professionals. The integration of AI and ML technologies aims to improve patient care, reduce operational downtime, and lower healthcare costs, thus propelling market growth. The pandemic has notably expedited the implementation of AI-based solutions across various healthcare domains, including diagnostics, patient management, medication monitoring, claims processing, workflow optimization, machine integration, and cybersecurity.

Artificial Intelligence in Biomedical Market- Key Insights

As per the analysis shared by our research analyst, the global market is estimated to grow annually at a CAGR of around 23.90% over the forecast period (2024-2032)

Based on Component segmentation, Software Solutions was predicted to show maximum market share in the year 2023

Based on Technology segmentation, Machine Learning was the leading type in 2023

On the basis of region, North America was the leading revenue generator in 2023

Artificial Intelligence in Biomedical Market- Segmentation Analysis:

The Global Artificial Intelligence in Biomedical Market is segmented on the basis of Component, Technology, Application, End Use, and Region.

The market is divided into three categories based on Component: Hardware (Processor, Memory, and Network), Software Solutions (AI platform, AI Solutions), and Services (Deployment & Integration, Support & Maintenance, and Others). In the healthcare AI market, the Software Solutions segment is currently dominating. This segment includes AI platforms and specific AI solutions tailored for healthcare applications. The dominance of Software Solutions is driven by the increasing demand for advanced AI technologies capable of analyzing and interpreting vast amounts of healthcare data. AI platforms provide the foundation for developing and deploying AI models that support clinical decision-making, disease diagnosis, patient monitoring, and personalized treatment planning. Moreover, specialized AI solutions designed for various medical specialties and applications further bolster the market for Software Solutions. The flexibility and scalability of these software offerings allow healthcare providers to integrate AI seamlessly into their existing workflows, enhancing operational efficiency and patient care outcomes. As AI continues to evolve, driven by innovations in machine learning and deep learning, the Software Solutions segment is poised to maintain its dominance by enabling transformative advancements in healthcare delivery.

The market is divided into four categories based on Technology: Natural Language Processing, Machine Learning, Context-aware Computing, and Computer Vision. In 2023, the Machine Learning technology segment emerged as the dominant force in the healthcare AI market. This segment holds the largest share due to its exceptional ability to analyze vast and diverse datasets generated by the healthcare industry, including Electronic Health Records (EHRs), medical imaging, genomic data, and wearable device data. ML excels in extracting valuable insights from these datasets, enabling healthcare providers to make informed, data-driven decisions that enhance patient outcomes. ML technology is extensively integrated into healthcare solutions for disease diagnosis, prognosis, and treatment planning. By leveraging patterns and correlations in patient data, ML models can detect early disease indicators, predict patient outcomes, and recommend personalized treatment strategies. This capability significantly improves the accuracy, efficiency, and timeliness of medical interventions.

Artificial Intelligence in Biomedical Market- Geographical Insights

This market operates on a global scale, encompassing North America, Latin America, Europe, Asia Pacific, and the Middle East and Africa. Customer nations further refine the market based on their location. North America dominated the healthcare AI market in 2023, capturing the largest revenue share. This leadership is attributed to advanced healthcare IT infrastructure, substantial healthcare expenditures, widespread adoption of AI and ML technologies, supportive government initiatives, robust funding opportunities, and the presence of numerous key industry players. Factors such as the aging population, changing lifestyles, rising prevalence of chronic diseases, increasing demand for value-based care, and growing awareness of AI-based technologies further drive market growth in North America.

Artificial Intelligence in Biomedical Market- Competitive Landscape:

The Healthcare AI market is marked by continuous technological innovation, driven by rapid advancements in machine learning (ML), deep learning, natural language processing (NLP), and computer vision. These advancements are pivotal in evolving AI-powered solutions for healthcare. For example, in June 2023, Saama introduced two innovative ML and AI-based solutions tailored for clinical trials.Mergers and acquisitions (M&As) significantly shape the landscape of the healthcare AI market. Companies pursue M&A activities to expand their AI software and service offerings, extend their market presence, or acquire specialized technologies and expertise.

Recent Developments:

In January 2023GE Healthcare's announced acquisition of MIM Software Inc., enhancing their capabilities in AI-based imaging analysis software for radiology.

SCOPE OF THE REPORT

The scope of this report covers the market by its major segments, which include as follows:

GLOBAL ARTIFICIAL INTELLIGENCE IN BIOMEDICAL MARKET KEY PLAYERS- DETAILED COMPETITIVE INSIGHTS

Microsoft

IBM

Google

NVIDIA Corporation

Intel Corporation

Itrex Group

GE Healthcare

Medtronic

Oracle

Medidata

Merck

IQVIA

Others

GLOBAL ARTIFICIAL INTELLIGENCE IN BIOMEDICAL MARKET, BY COMPONENT- MARKET ANALYSIS, 2019 - 2032

• Hardware (Processor, Memory and Network)
• Software Solutions (AI platform, AI Solutions)
• Services (Deployment & Integration, Support & Maintenance and Others)

GLOBAL ARTIFICIAL INTELLIGENCE IN BIOMEDICAL MARKET, BY TECHNOLOGY- MARKET ANALYSIS, 2019 - 2032

• Natural Language Processing
• Machine Learning
• Context-aware Computing
• Computer Vision
• Others

GLOBAL ARTIFICIAL INTELLIGENCE IN BIOMEDICAL MARKET, BY APPLICATION- MARKET ANALYSIS, 2019 - 2032

• Robot-assisted Surgery
• Virtual Assistants
• Administrative Workflow Assistants
• Connected Medical Devices
• Medical Imaging & Diagnostics
• Clinical Trials
• Fraud Detection
• Cybersecurity
• Dosage Error Reduction
• Precision Medicine
• Drug Discovery & Development
• Lifestyle Management & Remote Patient Monitoring
• Wearables
• Others (Patient Engagement, etc.)

GLOBAL ARTIFICIAL INTELLIGENCE IN BIOMEDICAL MARKET, BY END USE- MARKET ANALYSIS, 2019 - 2032

• Healthcare Providers (Hospitals, Outpatient Facilities, and Others)
• Healthcare Payers
• Healthcare Companies (Pharmaceutical, Biotechnology, Medical Devices)
• Patients
• Others

GLOBAL ARTIFICIAL INTELLIGENCE IN BIOMEDICAL MARKET, BY REGION- MARKET ANALYSIS, 2019 - 2032

• North America
• The U.S.
• Canada
• Europe
• Germany
• France
• Italy
• Spain
• United Kingdom
• Russia
• Netherlands
• Sweden
• Poland
• Rest of Europe
• Asia Pacific
• India
• China
• South Korea
• Japan
• Australia
• Thailand
• Indonesia
• Philippines
• Rest of APAC
• Latin America
• Brazil
• Mexico
• Argentina
• Colombia
• Rest of LATAM
• The Middle East and Africa
• Saudi Arabia
• United Arab Emirates
• Israel
• Turkey
• Algeria
• Egypt
• Rest of MEA

Table of Contents

1. Artificial Intelligence in Biomedical Market Overview

• 1.1. Study Scope
• 1.2. Market Estimation Years

2. Executive Summary

• 2.1. Market Snippet
  • 2.1.1. Artificial Intelligence in Biomedical Market Snippet by Component
  • 2.1.2. Artificial Intelligence in Biomedical Market Snippet by Technology
  • 2.1.3. Artificial Intelligence in Biomedical Market Snippet by Application
  • 2.1.4. Artificial Intelligence in Biomedical Market Snippet by End Use
  • 2.1.5. Artificial Intelligence in Biomedical Market Snippet by Country
  • 2.1.6. Artificial Intelligence in Biomedical Market Snippet by Region
• 2.2. Competitive Insights

3. Artificial Intelligence in Biomedical Key Market Trends

• 3.1. Artificial Intelligence in Biomedical Market Drivers
  • 3.1.1. Impact Analysis of Market Drivers
• 3.2. Artificial Intelligence in Biomedical Market Restraints
  • 3.2.1. Impact Analysis of Market Restraints
• 3.3. Artificial Intelligence in Biomedical Market Opportunities
• 3.4. Artificial Intelligence in Biomedical Market Future Trends

4. Artificial Intelligence in Biomedical Industry Study

• 4.1. PEST Analysis
• 4.2. Porter's Five Forces Analysis
• 4.3. Growth Prospect Mapping
• 4.4. Regulatory Framework Analysis

5. Artificial Intelligence in Biomedical Market: COVID-19 Impact Analysis

• 5.1. Pre-COVID-19 Impact Analysis
• 5.2. Post-COVID-19 Impact Analysis
  • 5.2.1. Top Performing Segments
  • 5.2.2. Marginal Growth Segments
  • 5.2.3. Top Looser Segments
  • 5.2.4. Marginal Loss Segments

6. Artificial Intelligence in Biomedical Market Landscape

• 6.1. Artificial Intelligence in Biomedical Market Share Analysis, 2023
• 6.2. Breakdown Data, by Key Manufacturer
  • 6.2.1. Established Players' Analysis
  • 6.2.2. Emerging Players' Analysis

7. Artificial Intelligence in Biomedical Market - By Component

• 7.1. Overview
  • 7.1.1. Segment Share Analysis, By Component, 2023 & 2032 (%)
  • 7.1.2. Hardware (Processor, Memory and Network)
  • 7.1.3. Software Solutions (AI platform, AI Solutions)
  • 7.1.4. Services (Deployment & Integration, Support & Maintenance and Others)

8. Artificial Intelligence in Biomedical Market - By Technology

• 8.1. Overview
  • 8.1.1. Segment Share Analysis, By Technology, 2023 & 2032 (%)
  • 8.1.2. Natural Language Processing
  • 8.1.3. Machine Learning
  • 8.1.4. Context-aware Computing
  • 8.1.5. Computer Vision
  • 8.1.6. Others

9. Artificial Intelligence in Biomedical Market - By Application

• 9.1. Overview
  • 9.1.1. Segment Share Analysis, By Application, 2023 & 2032 (%)
  • 9.1.2. Robot-assisted Surgery
  • 9.1.3. Virtual Assistants
  • 9.1.4. Administrative Workflow Assistants
  • 9.1.5. Connected Medical Devices
  • 9.1.6. Medical Imaging & Diagnostics
  • 9.1.7. Clinical Trials
  • 9.1.8. Fraud Detection
  • 9.1.9. Cybersecurity
  • 9.1.10. Dosage Error Reduction
  • 9.1.11. Precision Medicine
  • 9.1.12. Drug Discovery & Development
  • 9.1.13. Lifestyle Management & Remote Patient Monitoring
  • 9.1.14. Wearables
  • 9.1.15. Others (Patient Engagement, etc.)

10. Artificial Intelligence in Biomedical Market - By End Use

• 10.1. Overview
  • 10.1.1. Segment Share Analysis, By End Use, 2023 & 2032 (%)
  • 10.1.2. Healthcare Providers (Hospitals, Outpatient Facilities, and Others)
  • 10.1.3. Healthcare Payers
  • 10.1.4. Healthcare Companies (Pharmaceutical, Biotechnology, Medical Devices)
  • 10.1.5. Patients
  • 10.1.6. Others

11. Artificial Intelligence in Biomedical Market- By Geography

• 11.1. Introduction
  • 11.1.1. Segment Share Analysis, By Geography, 2023 & 2032 (%)
• 11.2. North America
  • 11.2.1. Overview
  • 11.2.2. Artificial Intelligence in Biomedical Key Manufacturers in North America
  • 11.2.3. North America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
  • 11.2.4. North America Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  • 11.2.5. North America Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  • 11.2.6. North America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 11.2.7. North America Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.2.8. U.S.
    • 11.2.8.1. Overview
    • 11.2.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.2.8.3. U.S. Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.2.8.4. U.S. Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.2.8.5. U.S. Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.2.8.6. U.S. Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.2.9. Canada
    • 11.2.9.1. Overview
    • 11.2.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.2.9.3. Canada Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.2.9.4. Canada Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.2.9.5. Canada Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.2.9.6. Canada Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
• 11.3. Europe
  • 11.3.1. Overview
  • 11.3.2. Artificial Intelligence in Biomedical Key Manufacturers in Europe
  • 11.3.3. Europe Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
  • 11.3.4. Europe Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  • 11.3.5. Europe Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  • 11.3.6. Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 11.3.7. Europe Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.3.8. Germany
    • 11.3.8.1. Overview
    • 11.3.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.3.8.3. Germany Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.3.8.4. Germany Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.3.8.5. Germany Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.3.8.6. Germany Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.3.9. Italy
    • 11.3.9.1. Overview
    • 11.3.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.3.9.3. Italy Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.3.9.4. Italy Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.3.9.5. Italy Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.3.9.6. Italy Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.3.10. United Kingdom
    • 11.3.10.1. Overview
    • 11.3.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.3.10.3. United Kingdom Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.3.10.4. United Kingdom Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.3.10.5. United Kingdom Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.3.10.6. United Kingdom Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.3.11. France
    • 11.3.11.1. Overview
    • 11.3.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.3.11.3. France Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.3.11.4. France Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.3.11.5. France Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.3.11.6. France Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.3.12. Russia
    • 11.3.12.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.3.12.2. Russia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.3.12.3. Russia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.3.12.4. Russia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.3.12.5. Russia Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.3.13. Netherlands
    • 11.3.13.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.3.13.2. Netherlands Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.3.13.3. Netherlands Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.3.13.4. Netherlands Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.3.13.5. Netherlands Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.3.14. Sweden
    • 11.3.14.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.3.14.2. Sweden Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.3.14.3. Sweden Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.3.14.4. Sweden Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.3.14.5. Sweden Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.3.15. Poland
    • 11.3.15.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.3.15.2. Poland Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.3.15.3. Poland Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.3.15.4. Poland Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.3.15.5. Poland Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.3.16. Rest of Europe
    • 11.3.16.1. Overview
    • 11.3.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.3.16.3. Rest of the Europe Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.3.16.4. Rest of the Europe Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.3.16.5. Rest of the Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.3.16.6. Rest of the Europe Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
• 11.4. Asia Pacific (APAC)
  • 11.4.1. Overview
  • 11.4.2. Artificial Intelligence in Biomedical Key Manufacturers in Asia Pacific
  • 11.4.3. Asia Pacific Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
  • 11.4.4. Asia Pacific Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  • 11.4.5. Asia Pacific Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  • 11.4.6. Asia Pacific Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 11.4.7. Asia Pacific Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.4.8. India
    • 11.4.8.1. Overview
    • 11.4.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.4.8.3. India Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.4.8.4. India Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.4.8.5. India Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.4.8.6. India Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.4.9. China
    • 11.4.9.1. Overview
    • 11.4.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.4.9.3. China Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.4.9.4. China Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.4.9.5. China Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.4.9.6. China Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.4.10. Japan
    • 11.4.10.1. Overview
    • 11.4.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.4.10.3. Japan Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.4.10.4. Japan Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.4.10.5. Japan Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.4.10.6. Japan Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.4.11. South Korea
    • 11.4.11.1. Overview
    • 11.4.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.4.11.3. South Korea Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.4.11.4. South Korea Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.4.11.5. South Korea Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.4.11.6. South Korea Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.4.12. Australia
    • 11.4.12.1. Overview
    • 11.4.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.4.12.3. Australia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.4.12.4. Australia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.4.12.5. Australia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.4.12.6. Australia Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.4.13. Thailand
    • 11.4.13.1. Overview
    • 11.4.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.4.13.3. Thailand Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.4.13.4. Thailand Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.4.13.5. Thailand Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.4.13.6. Thailand Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.4.14. Indonesia
    • 11.4.14.1. Overview
    • 11.4.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.4.14.3. Indonesia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.4.14.4. Indonesia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.4.14.5. Indonesia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.4.14.6. Indonesia Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.4.15. Philippines
    • 11.4.15.1. Overview
    • 11.4.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.4.15.3. Philippines Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.4.15.4. Philippines Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.4.15.5. Philippines Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.4.15.6. Philippines Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.4.16. Rest of APAC
    • 11.4.16.1. Overview
    • 11.4.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.4.16.3. Rest of APAC Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.4.16.4. Rest of APAC Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.4.16.5. Rest of APAC Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.4.16.6. Rest of APAC Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
• 11.5. Latin America
  • 11.5.1. Overview
  • 11.5.2. Artificial Intelligence in Biomedical Key Manufacturers in Latin America
  • 11.5.3. Latin America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
  • 11.5.4. Latin America Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  • 11.5.5. Latin America Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  • 11.5.6. Latin America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 11.5.7. Latin America Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.5.8. Brazil
    • 11.5.8.1. Overview
    • 11.5.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.5.8.3. Brazil Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.5.8.4. Brazil Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.5.8.5. Brazil Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.5.8.6. Brazil Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.5.9. Mexico
    • 11.5.9.1. Overview
    • 11.5.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.5.9.3. Mexico Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.5.9.4. Mexico Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.5.9.5. Mexico Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.5.9.6. Mexico Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.5.10. Argentina
    • 11.5.10.1. Overview
    • 11.5.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.5.10.3. Argentina Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.5.10.4. Argentina Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.5.10.5. Argentina Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.5.10.6. Argentina Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.5.11. Colombia
    • 11.5.11.1. Overview
    • 11.5.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.5.11.3. Colombia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.5.11.4. Colombia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.5.11.5. Colombia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.5.11.6. Colombia Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.5.12. Rest of LATAM
    • 11.5.12.1. Overview
    • 11.5.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.5.12.3. Rest of LATAM Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.5.12.4. Rest of LATAM Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.5.12.5. Rest of LATAM Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.5.12.6. Rest of LATAM Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
• 11.6. Middle East and Africa
  • 11.6.1. Overview
  • 11.6.2. Artificial Intelligence in Biomedical Key Manufacturers in Middle East and Africa
  • 11.6.3. Middle East and Africa Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
  • 11.6.4. Middle East and Africa Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  • 11.6.5. Middle East and Africa Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  • 11.6.6. Middle East and Africa Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  • 11.6.7. Middle East and Africa Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.6.8. Saudi Arabia
    • 11.6.8.1. Overview
    • 11.6.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.6.8.3. Saudi Arabia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.6.8.4. Saudi Arabia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.6.8.5. Saudi Arabia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.6.8.6. Saudi Arabia Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.6.9. United Arab Emirates
    • 11.6.9.1. Overview
    • 11.6.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.6.9.3. United Arab Emirates Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.6.9.4. United Arab Emirates Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.6.9.5. United Arab Emirates Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.6.9.6. United Arab Emirates Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.6.10. Israel
    • 11.6.10.1. Overview
    • 11.6.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.6.10.3. Israel Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.6.10.4. Israel Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.6.10.5. Israel Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.6.10.6. Israel Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.6.11. Turkey
    • 11.6.11.1. Overview
    • 11.6.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.6.11.3. Turkey Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.6.11.4. Turkey Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.6.11.5. Turkey Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.6.11.6. Turkey Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.6.12. Algeria
    • 11.6.12.1. Overview
    • 11.6.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.6.12.3. Algeria Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.6.12.4. Algeria Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.6.12.5. Algeria Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.6.12.6. Algeria Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.6.13. Egypt
    • 11.6.13.1. Overview
    • 11.6.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.6.13.3. Egypt Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.6.13.4. Egypt Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.6.13.5. Egypt Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.6.13.6. Egypt Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)
  • 11.6.14. Rest of MEA
    • 11.6.14.1. Overview
    • 11.6.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
    • 11.6.14.3. Rest of MEA Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.6.14.4. Rest of MEA Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
    • 11.6.14.5. Rest of MEA Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.6.14.6. Rest of MEA Market Size and Forecast, By End Use, 2019 - 2032 (US$ Million)

12. Key Vendor Analysis- Artificial Intelligence in Biomedical Industry

• 12.1. Competitive Dashboard
• 12.2. Company Profiles
  • 12.2.1. Microsoft
  • 12.2.2. IBM
  • 12.2.3. Google
  • 12.2.4. NVIDIA Corporation
  • 12.2.5. Intel Corporation
  • 12.2.6. Itrex Group
  • 12.2.7. GE Healthcare
  • 12.2.8. Medtronic
  • 12.2.9. Oracle
  • 12.2.10. Medidata
  • 12.2.11. Merck
  • 12.2.12. IQVIA
  • 12.2.13. Others

13. 360 Degree Analyst View

14. Appendix

• 14.1. Research Methodology
• 14.2. References
• 14.3. Abbreviations
• 14.4. Disclaimer
• 14.5. Contact Us