세계의 AI 기반 의료 진단 도구 시장 : 기술별, 전개별, 용도별, 최종 사용자별, 국가별, 지역별 - 산업 분석, 시장 규모, 시장 점유율 예측(2024-2032년)

REPORT HIGHLIGHT

AI-Based Medical Diagnostic Tools Market size was valued at USD 990.20 million in 2023, expanding at a CAGR of 34.20% from 2024 to 2032.

The AI-Based Medical Diagnostic Tools Market, defined as the sector encompassing AI-driven technologies used to diagnose medical conditions, is experiencing rapid growth due to advancements in machine learning, increasing demand for early and accurate diagnostics, and rising prevalence of chronic diseases: the technological innovations, supportive government initiatives, and the growing adoption of telemedicine. However, the market faces restraints such as high initial costs, stringent regulatory requirements, and data privacy concerns. Despite these challenges, significant market opportunities exist in expanding AI applications in emerging markets, integrating with electronic health records (EHR), and personalized medicine solutions.

AI-Based Medical Diagnostic Tools Market- Market Dynamics

Surge in Global Funding for AI Start-ups Fuels Demand for AI-Enhanced Diagnostic Imaging Modalities

The surge in global funding for AI start-ups is significantly boosting the demand for AI-enhanced diagnostic imaging modalities. For instance, the European Union's Horizon 2020 program, has allocated EUR 1.5 billion towards AI research, including medical diagnostics. Additionally, tech giants like Google and IBM have heavily invested in AI healthcare ventures, with Google's DeepMind developing AI algorithms for the early detection of eye diseases. These investments are driving innovation and adoption of AI technologies in medical imaging, aiming to improve diagnostic accuracy and efficiency in healthcare systems globally. For example, in March 2022, Qure.ai deployed AI for medical imaging diagnostics following a successful fundraising round that raised USD 40 million.

AI-Based Medical Diagnostic Tools 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 34.20% over the forecast period (2024-2032)

Based on Technology segmentation, Machine Learning was predicted to show maximum market share in the year 2023

Based on Deployment segmentation, Cloud-Based was the leading type in 2023

Based on Application segmentation, Radiology was the leading type in 2023

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

AI-Based Medical Diagnostic Tools Market- Segmentation Analysis:

The Global AI-Based Medical Diagnostic Tools Market is segmented on the basis of Technology, Deployment, Application, End-User, and Region.

The market is divided into three categories based on Technology: Machine Learning, Natural Language Processing, and Computer Vision. Machine Learning leads the market due to its broad applications in predictive analytics; Natural Language Processing, enhancing clinical documentation; and Computer Vision, revolutionizing diagnostic imaging through advanced image analysis.

The market is divided into two categories based on Deployment: On-Premise and Cloud-Based. Cloud-based, dominating the market due to its scalability, accessibility, and lower upfront costs, and On-Premise, preferred for its enhanced data security and control over sensitive medical information.

AI-Based Medical Diagnostic Tools Market- Geographical Insights

North America leading due to robust healthcare infrastructure, significant investments in AI technology by key players like Google and IBM, and supportive regulatory frameworks promoting innovation. Europe follows closely, driven by initiatives such as Horizon Europe funding and strong adoption of AI in medical imaging across countries like Germany and the UK. Meanwhile, Asia Pacific is witnessing rapid growth propelled by increasing healthcare expenditures, rising chronic diseases, and expanding AI start-up ecosystems in countries like China and India.

AI-Based Medical Diagnostic Tools Market- Competitive Landscape:

The AI-Based Medical Diagnostic Tools Market's competitive landscape features numerous key players and emerging start-ups, all competing for market dominance through innovative solutions and strategic partnerships. Major companies such as IBM Watson Health, Google Health, and GE Healthcare are at the forefront, leveraging their extensive research and development capabilities to integrate advanced AI algorithms into diagnostic imaging and predictive analytics. Start-ups like Qure.ai and Aidoc are rapidly gaining traction by securing significant funding rounds and deploying cutting-edge AI solutions for medical diagnostics. Additionally, collaborations between tech giants and healthcare providers, such as the partnership between Mayo Clinic and NVIDIA, are driving advancements in AI applications.

Recent Developments:

In May 2024, Lumibird Medical announced the launch of C. DIAG, an autonomic dry eye diagnostic aid platform that utilizes artificial intelligence (AI) algorithms. The platform integrates multiple exams, including transillumination meibography and autofocus HD camera, for accurate and reproducible results.

In January 2024, Siemens Healthineers and the Indian Institute of Science (IISc) launched a collaborative laboratory to develop open-source AI-based tools for precision medicine. The laboratory aims to automate the segmentation of pathological findings in medical images, enhancing diagnostic accuracy and efficiency.

SCOPE OF THE REPORT

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

GLOBAL AI-BASED MEDICAL DIAGNOSTIC TOOLS MARKET KEY PLAYERS- DETAILED COMPETITIVE INSIGHTS

Aidoc Medical Ltd.

Arterys Inc.

Bay Labs, Inc. (Caption Health)

Butterfly Network, Inc.

Digital Diagnostics, Inc.

Enlitic, Inc.

GE Healthcare

HeartFlow, Inc.

IBM Watson Health

Lunit Inc.

PathAI, Inc.

Qure.ai Technologies Pvt. Ltd.

Siemens Healthineers AG

Tempus Labs, Inc.

Viz.ai, Inc.

Zebra Medical Vision Ltd.

Others

GLOBAL AI-BASED MEDICAL DIAGNOSTIC TOOLS MARKET, BY TECHNOLOGY- MARKET ANALYSIS, 2019 - 2032

• Machine Learning
• Natural Language Processing
• Computer Vision

GLOBAL AI-BASED MEDICAL DIAGNOSTIC TOOLS MARKET, BY DEPLOYMENT- MARKET ANALYSIS, 2019 - 2032

• On-Premise
• Cloud-Based

GLOBAL AI-BASED MEDICAL DIAGNOSTIC TOOLS MARKET, BY APPLICATION- MARKET ANALYSIS, 2019 - 2032

• Radiology
• Pathology
• Cardiology
• Oncology

GLOBAL AI-BASED MEDICAL DIAGNOSTIC TOOLS MARKET, BY END-USER- MARKET ANALYSIS, 2019 - 2032

• Hospitals
• Diagnostic Centers
• Research Institutes
• Ambulatory Surgical Centers

GLOBAL AI-BASED MEDICAL DIAGNOSTIC TOOLS 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. AI-Based Medical Diagnostic Tools Market Overview

• 1.1. Study Scope
• 1.2. Market Estimation Years

2. Executive Summary

• 2.1. Market Snippet
  • 2.1.1. AI-Based Medical Diagnostic Tools Market Snippet by Technology
  • 2.1.2. AI-Based Medical Diagnostic Tools Market Snippet by Deployment
  • 2.1.3. AI-Based Medical Diagnostic Tools Market Snippet by Application
  • 2.1.4. AI-Based Medical Diagnostic Tools Market Snippet by End-User
  • 2.1.5. AI-Based Medical Diagnostic Tools Market Snippet by Country
  • 2.1.6. AI-Based Medical Diagnostic Tools Market Snippet by Region
• 2.2. Competitive Insights

3. AI-Based Medical Diagnostic Tools Key Market Trends

• 3.1. AI-Based Medical Diagnostic Tools Market Drivers
  • 3.1.1. Impact Analysis of Market Drivers
• 3.2. AI-Based Medical Diagnostic Tools Market Restraints
  • 3.2.1. Impact Analysis of Market Restraints
• 3.3. AI-Based Medical Diagnostic Tools Market Opportunities
• 3.4. AI-Based Medical Diagnostic Tools Market Future Trends

4. AI-Based Medical Diagnostic Tools Industry Study

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

5. AI-Based Medical Diagnostic Tools 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. AI-Based Medical Diagnostic Tools Market Landscape

• 6.1. AI-Based Medical Diagnostic Tools Market Share Analysis, 2023
• 6.2. Breakdown Data, by Key Manufacturer
  • 6.2.1. Established Players' Analysis
  • 6.2.2. Emerging Players' Analysis

7. AI-Based Medical Diagnostic Tools Market - By Technology

• 7.1. Overview
  • 7.1.1. Segment Share Analysis, By Technology, 2023 & 2032 (%)
  • 7.1.2. Machine Learning
  • 7.1.3. Natural Language Processing
  • 7.1.4. Computer Vision

8. AI-Based Medical Diagnostic Tools Market - By Deployment

• 8.1. Overview
  • 8.1.1. Segment Share Analysis, By Deployment, 2023 & 2032 (%)
  • 8.1.2. On-Premise
  • 8.1.3. Cloud-Based

9. AI-Based Medical Diagnostic Tools Market - By Application

• 9.1. Overview
  • 9.1.1. Segment Share Analysis, By Application, 2023 & 2032 (%)
  • 9.1.2. Radiology
  • 9.1.3. Pathology
  • 9.1.4. Cardiology
  • 9.1.5. Oncology

10. AI-Based Medical Diagnostic Tools Market - By End-User

• 10.1. Overview
  • 10.1.1. Segment Share Analysis, By End-User, 2023 & 2032 (%)
  • 10.1.2. Hospitals
  • 10.1.3. Diagnostic Centers
  • 10.1.4. Research Institutes
  • 10.1.5. Ambulatory Surgical Centers

11. AI-Based Medical Diagnostic Tools 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. AI-Based Medical Diagnostic Tools 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 Technology, 2019 - 2032 (US$ Million)
  • 11.2.5. North America Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.2.8.4. U.S. Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.2.9.4. Canada Market Size and Forecast, By Deployment, 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-User, 2019 - 2032 (US$ Million)
• 11.3. Europe
  • 11.3.1. Overview
  • 11.3.2. AI-Based Medical Diagnostic Tools 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 Technology, 2019 - 2032 (US$ Million)
  • 11.3.5. Europe Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.3.8.4. Germany Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.3.9.4. Italy Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.3.10.4. United Kingdom Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.3.11.4. France Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.3.12.3. Russia Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.3.13.3. Netherlands Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.3.14.3. Sweden Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.3.15.3. Poland Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.3.16.4. Rest of the Europe Market Size and Forecast, By Deployment, 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-User, 2019 - 2032 (US$ Million)
• 11.4. Asia Pacific (APAC)
  • 11.4.1. Overview
  • 11.4.2. AI-Based Medical Diagnostic Tools 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 Technology, 2019 - 2032 (US$ Million)
  • 11.4.5. Asia Pacific Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.4.8.4. India Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.4.9.4. China Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.4.10.4. Japan Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.4.11.4. South Korea Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.4.12.4. Australia Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.4.13.4. Thailand Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.4.14.4. Indonesia Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.4.15.4. Philippines Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.4.16.4. Rest of APAC Market Size and Forecast, By Deployment, 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-User, 2019 - 2032 (US$ Million)
• 11.5. Latin America
  • 11.5.1. Overview
  • 11.5.2. AI-Based Medical Diagnostic Tools 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 Technology, 2019 - 2032 (US$ Million)
  • 11.5.5. Latin America Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.5.8.4. Brazil Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.5.9.4. Mexico Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.5.10.4. Argentina Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.5.11.4. Colombia Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.5.12.4. Rest of LATAM Market Size and Forecast, By Deployment, 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-User, 2019 - 2032 (US$ Million)
• 11.6. Middle East and Africa
  • 11.6.1. Overview
  • 11.6.2. AI-Based Medical Diagnostic Tools 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 Technology, 2019 - 2032 (US$ Million)
  • 11.6.5. Middle East and Africa Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.6.8.4. Saudi Arabia Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.6.9.4. United Arab Emirates Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.6.10.4. Israel Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.6.11.4. Turkey Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.6.12.4. Algeria Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.6.13.4. Egypt Market Size and Forecast, By Deployment, 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-User, 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 Technology, 2019 - 2032 (US$ Million)
    • 11.6.14.4. Rest of MEA Market Size and Forecast, By Deployment, 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-User, 2019 - 2032 (US$ Million)

12. Key Vendor Analysis- AI-Based Medical Diagnostic Tools Industry

• 12.1. Competitive Dashboard
• 12.2. Company Profiles
  • 12.2.1. Aidoc Medical Ltd.
  • 12.2.2. Arterys Inc.
  • 12.2.3. Bay Labs, Inc. (Caption Health)
  • 12.2.4. Butterfly Network, Inc.
  • 12.2.5. Digital Diagnostics, Inc.
  • 12.2.6. Enlitic, Inc.
  • 12.2.7. GE Healthcare
  • 12.2.8. HeartFlow, Inc.
  • 12.2.9. IBM Watson Health
  • 12.2.10. Lunit Inc.
  • 12.2.11. PathAI, Inc.
  • 12.2.12. Qure.ai Technologies Pvt. Ltd.
  • 12.2.13. Siemens Healthineers AG
  • 12.2.14. Tempus Labs, Inc.
  • 12.2.15. Viz.ai, Inc.
  • 12.2.16. Zebra Medical Vision Ltd.
  • 12.2.17. 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