시장보고서

상품코드

1515409

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

AI-Based Medical Diagnostic Tools Market, By Technology, By Deployment, By Application, By End-User, By Country, and By Region - Industry Analysis, Market Size, Market Share & Forecast from 2024-2032

발행일: 2024년 06월 | 리서치사:

AnalystView Market Insights | 페이지 정보: 영문 288 Pages | 배송안내 : 2-3일 (영업일 기준)

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보고서 하이라이트

AI 기반 의료 진단 도구 시장 규모는 2023년 9억 9,020만 달러로 2024년부터 2032년까지 34.20%의 연평균 복합 성장률(CAGR)로 확대

AI 기반 의료 진단 도구 시장 - 시장 역학

AI 스타트업에 대한 세계 자금 조달의 급증으로 AI 강화 영상 진단 양식 수요를 촉진

AI 신흥 기업에 대한 세계 자금 조달의 급증은 AI 강화 영상 진단 양식 수요를 크게 밀고 있습니다. 예를 들어, 유럽 연합의 Horizon 2020 프로그램은 의료 진단을 포함한 AI 연구에 15억 유로를 할당합니다. 게다가 Google과 IBM과 같은 하이테크 선두는 AI 건강 관리 벤처에 많은 투자를 하고 있으며, Google의 DeepMind는 안 질환의 조기 발견을 위한 AI 알고리즘을 개발하고 있습니다. 이러한 투자는 세계 의료 시스템의 진단 정확성과 효율성 향상을 목표로 의료 영상 진단에서 AI 기술의 혁신과 채택을 추진하고 있습니다. 예를 들어, 2022년 3월 Qure.ai는 4,000만 달러를 조달한 자금 조달 라운드의 성공을 거쳐 의료 영상 진단에 AI를 도입했습니다.

AI 기반 의료 진단 도구 시장 - 주요 인사이트

우리의 리서치 애널리스트가 공유한 분석에 따르면 세계 시장은 예측 기간(2024-2032년)에 약 34.20%의 연평균 복합 성장률(CAGR)로 매년 성장할 것으로 예측됩니다.

기술 세분화에 근거하여, 머신러닝은 2023년에 가장 큰 시장 점유율을 나타낼 것으로 예측됩니다.

배포 세분화를 기반으로 클라우드 기반은 2023년의 주요 유형이었습니다.

용도별로는 2023년에는 방사선학이 주요 유형이 되고 있습니다.

지역별로는 북미가 2023년 주요 수익원이었습니다.

AI 기반 의료 진단 도구 시장 - 세분화 분석 :

AI 기반 의료 진단 도구 세계 시장은 기술, 배포, 용도, 최종 사용자, 지역에 따라 세분화됩니다.

시장은 기술에 따라 세 가지 범주로 나뉩니다. 머신러닝, 자연 언어 처리, 컴퓨터 비전입니다. 머신러닝은 예측 분석에서 광범위한 응용 분야로 시장을 선도하고 있으며 자연 언어 처리는 임상 문서 작성을 강화하고 컴퓨터 비전은 고급 이미지 분석을 통해 영상 진단에 혁명을 일으키고 있습니다.

이 시장은 도입 형태에 따라 두 가지 범주로 나뉩니다: 온프레미스형과 클라우드 기반입니다. 클라우드 기반은 확장성, 접근성 및 초기 비용이 낮기 때문에 시장을 독점하고 있으며, 온프레미스는 데이터 보안 강화와 민감한 의료 정보 관리에서 선호됩니다.

AI 기반 의료 진단 도구 시장 - 지리적 통찰

북미는 견고한 건강 관리 인프라, Google 및 IBM과 같은 주요 기업에 의한 AI 기술에 대한 엄청난 투자, 혁신을 촉진하는 지지적인 규제 프레임워크로 선도하고 있습니다. 유럽은 Horizon Europe의 자금 제공과 독일, 영국 등의 국가에서 의료 영상 진단에 AI의 강력한 도입 등의 이니셔티브에 의해 약간 차이가 계속되고 있습니다. 한편, 아시아태평양은 의료비 증가, 만성질환 증가, 중국, 인도 등 국가의 AI 스타트업 생태계 확대로 급성장하고 있습니다.

AI 기반 의료 진단 도구 시장 - 경쟁 구도:

AI 기반 의료 진단 도구 시장 경쟁 구도은 혁신적인 솔루션과 전략적 파트너십을 통해 시장 패권을 다투는 수많은 주요 기업과 신흥 신흥 기업을 특징으로 합니다. IBM Watson Health, Google Health, GE Healthcare 등의 선도 기업들이 최전선에 있으며, 광범위한 R&D 능력을 활용하여 고급 AI 알고리즘을 영상 진단 및 예측 분석에 통합하고 있습니다. Qure.ai와 Aidoc과 같은 신흥 기업은 엄청난 자금 조달 라운드를 확보하고 의료 진단을위한 최첨단 AI 솔루션을 배포함으로써 급속히 인기를 얻고 있습니다. 게다가 Mayo Clinic과 NVIDIA의 제휴 등 하이테크 대기업과 의료 제공자의 콜라보레이션이 AI 용도의 진보를 촉진하고 있습니다.

소개
북미
- 개요
- 북미의 주요 제조업체
- 미국
- 캐나다
유럽
- 개요
- 유럽의 주요 제조업체
- 독일
- 이탈리아
- 영국
- 프랑스
- 러시아
- 네덜란드
- 스웨덴
- 폴란드
- 기타
아시아태평양(APAC)
- 개요
- 아시아태평양의 주요 제조업체
- 인도
- 중국
- 일본
- 한국
- 호주
- 태국
- 인도네시아
- 필리핀
- 기타
라틴아메리카
- 개요
- 라틴아메리카의 주요 제조업체
- 브라질
- 멕시코
- 아르헨티나
- 콜롬비아
- 기타
중동 및 아프리카
- 개요
- 중동 및 아프리카의 주요 제조업체
- 사우디아라비아
- 아랍에미리트(UAE)
- 이스라엘
- 터키
- 알제리
- 이집트
- 기타

제12장 주요 벤더 분석 - AI 기반 의료 진단 도구 업계

경쟁 대시보드
기업 프로파일
- 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

제13장 애널리스트의 전방위 전망

JHS 24.07.26

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

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