시장보고서
상품코드
1740648

컴퓨터 보조 탐지(CAD) 시장 분석 예측 : 유형, 제품, 서비스, 기술, 용도, 최종 사용자, 구성 요소, 전개, 디바이스(-2034년)

Computer-Aided Detection Market Analysis and Forecast to 2034: Type, Product, Services, Technology, Application, End User, Component, Deployment, Device

발행일: | 리서치사: Global Insight Services | 페이지 정보: 영문 373 Pages | 배송안내 : 3-5일 (영업일 기준)

    
    
    



※ 본 상품은 영문 자료로 한글과 영문 목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문 목차를 참고해주시기 바랍니다.

컴퓨터 보조 탐지(CAD) 시장은 2024년 8억 5,910만 달러로 평가되었고, 2034년에는 14억 3,970만 달러에 이르고 약 5.3%의 연평균 복합 성장률(CAGR)로 성장할 것으로 예측되고 있습니다. 계기 학습과 화상 처리의 진보에 의해 견인되어 헬스케어에 있어서의 효율적인 진단 툴에 대한 수요의 고조에 대응하고 있습니다.

시장 개요 :

컴퓨터 보조 탐지(CAD)시장은 유방암, 폐암, 대장암, 전립선암, 간암 등으로 구분되며 유방암 CAD가 시장을 선도하고 있습니다. 조기 발견의 중요한 역할에 기인하고 있습니다. 이미지 모달리티와 AI 구동 알고리즘에 있어서의 기술적 진보가, 이 부문의 성장을 한층 더 강화하고 있습니다. 진단의 진보와 환자의 예후를 개선하기 위한 조기 발견에 대한 주목 증가에 의해 견인력을 늘리고 있습니다. 또한 맞춤형 의료와 정밀 진단이 중시되어 특정 암종에 맞는 CAD 솔루션 수요가 높아지고 있어 시장의 신흥 하위 부문의 범위와 영향력이 확대될 가능성이 있습니다.

시장 세분화
유형 유방 조영술, 초음파, 자기 공명 영상(MRI), 토모 합성, 컴퓨터 단층 촬영(CT), X 선 영상 진단
제품 소프트웨어 솔루션, 하드웨어 시스템, 통합 솔루션, 독립형 시스템
서비스 설치 서비스, 교육 및 교육, 유지 보수 및 지원, 컨설팅 서비스
기술 딥러닝, 머신러닝, 인공지능, 패턴 인식, 컴퓨터 비전
용도 유방암, 폐암, 대장암, 전립선암, 간암, 순환기 질환, 신경 질환
최종 사용자 병원, 진단센터, 학술 연구 기관, 전문 클리닉
구성 요소 소프트웨어, 하드웨어
배포 On-Premise, 클라우드 기반
장치 워크스테이션, 모바일 장치

주요 동향과 촉진요인 :

컴퓨터 보조 탐지(CAD) 시장은 주로 의료용 이미지 처리와 인공지능의 기술 진보에 의해 강력한 성장을 이루고 있습니다. 이 혁신은 특히 종양학과 방사선학에서 조기 질병 발견을 크게 개선하여 환자 결과를 개선하고 있습니다. 또 다른 중요한 동향은 의료 의식의 향상과 헬스 케어 인프라의 확대를 배경으로 신흥 시장에서 CAD 시스템의 채택이 증가하고 있다는 것입니다. 규제 당국의 지원과 유리한 상환 정책은 CAD 기술의 채택을 더욱 가속화하고 있습니다. 통합 및 실시간 통찰력과 임상 워크플로우 개선을 제공하는 혁신적인 CAD 솔루션을 개발하는 기업은 비즈니스 기회가 넘쳐나고 있습니다.

주요 억제요인과 도전

컴퓨터 보조 탐지(CAD) 시장에는 몇 가지 중요한 억제요인과 과제가 있습니다. 다양한 도입과 통합의 방해가 되고 있습니다. 또한, 이러한 고도의 시스템을 조작 및 해석할 수 있는 숙련된 전문가의 부족이 현저하고, 그 결과, 충분히 활용되지 않고, 전개가 비효율적으로 되어 있습니다. 요컨대, 윤리적 및 규제적 문제가 발생하기 때문에 데이터 프라이버시에 대한 우려가 상황을 더욱 복잡하게 만들고 있습니다. 마지막으로, 일부 건강 관리 전문가들 사이에는 컴퓨터 보조 탐지(CAD) 기술의 효능과 신뢰성에 대한 회의적인 관점이 뿌리 깊고, 이것이 채택을 늦추고 시장 성장을 방해하고 있습니다.

목차

제1장 컴퓨터 보조 탐지(CAD) 시장 개요

  • 조사 목적
  • 컴퓨터 보조 탐지(CAD) 시장 정의와 조사 범위
  • 보고서의 제한 사항
  • 조사 대상 연도 및 통화
  • 조사 방법

제2장 주요 요약

제3장 시장에 관한 중요 인사이트

제4장 컴퓨터 보조 탐지(CAD) 시장 전망

  • 컴퓨터 보조 탐지(CAD) 시장의 세분화
  • 시장 역학
  • Porter's Five Forces 분석
  • PESTLE 분석
  • 밸류체인 분석
  • 4P 모델
  • ANSOFF 매트릭스

제5장 컴퓨터 보조 탐지(CAD) 시장 전략

  • 상위 시장 분석
  • 수급 분석
  • 소비자의 구매 의욕
  • 사례 연구 분석
  • 가격 분석
  • 규제 상황
  • 공급망 분석
  • 경쟁 제품 분석
  • 최근 동향

제6장 컴퓨터 보조 탐지(CAD) 시장 규모

  • 컴퓨터 보조 탐지(CAD) 시장 규모 : 금액별
  • 컴퓨터 보조 탐지(CAD) 시장 규모 : 수량별

제7장 컴퓨터 보조 탐지(CAD) 시장 : 유형별

  • 시장 개요
  • 유방 조영
  • 초음파
  • 자기 공명 영상법(MRI)
  • 토모신세시스
  • 컴퓨터 단층 촬영(CT)
  • X선 영상 진단
  • 기타

제8장 컴퓨터 보조 탐지(CAD) 시장 : 제품별

  • 시장 개요
  • 소프트웨어 솔루션
  • 하드웨어 시스템
  • 통합 솔루션
  • 독립형 시스템
  • 기타

제9장 컴퓨터 보조 탐지(CAD) 시장 : 서비스별

  • 시장 개요
  • 설치 서비스
  • 트레이닝 및 교육
  • 유지보수 및 지원
  • 컨설팅 서비스
  • 기타

제10장 컴퓨터 보조 탐지(CAD) 시장 : 테크놀로지별

  • 시장 개요
  • 딥러닝
  • 머신러닝
  • 인공지능
  • 패턴 인식
  • 컴퓨터 비전
  • 기타

제11장 컴퓨터 보조 탐지(CAD) 시장 : 용도별

  • 시장 개요
  • 유방암
  • 폐암
  • 대장암
  • 전립선암
  • 간암
  • 심혈관 질환
  • 신경질환
  • 기타

제12장 컴퓨터 보조 탐지(CAD) 시장 : 최종 사용자별

  • 시장 개요
  • 병원
  • 진단센터
  • 학술기관 및 연구기관
  • 전문 클리닉
  • 기타

제13장 컴퓨터 보조 탐지(CAD) 시장 : 구성 요소별

  • 시장 개요
  • 소프트웨어
  • 하드웨어
  • 기타

제14장 컴퓨터 보조 탐지(CAD) 시장 : 전개별

  • 시장 개요
  • On-Premise
  • 클라우드 기반
  • 기타

제15장 컴퓨터 보조 탐지(CAD) 시장 : 디바이스별

  • 시장 개요
  • 워크스테이션
  • 모바일 기기
  • 기타

제16장 컴퓨터 보조 탐지(CAD) 시장 : 지역별

  • 개요
  • 북미
    • 미국
    • 캐나다
  • 유럽
    • 영국
    • 독일
    • 프랑스
    • 스페인
    • 이탈리아
    • 네덜란드
    • 스웨덴
    • 스위스
    • 덴마크
    • 핀란드
    • 러시아
    • 기타 유럽
  • 아시아태평양
    • 중국
    • 인도
    • 일본
    • 한국
    • 호주
    • 싱가포르
    • 인도네시아
    • 대만
    • 말레이시아
    • 기타 아시아태평양
  • 라틴아메리카
    • 브라질
    • 멕시코
    • 아르헨티나
    • 기타 라틴아메리카
  • 중동 및 아프리카
    • 사우디아라비아
    • 아랍에미리트(UAE)
    • 남아프리카
    • 기타 중동 및 아프리카

제17장 경쟁 구도

  • 개요
  • 시장 점유율 분석
  • 주요 기업의 포지셔닝
  • 경쟁 리더십 매핑
  • 벤더 벤치마킹
  • 개발 전략의 벤치마킹

제18장 기업 프로파일

  • iCAD
  • Hologic
  • Zebra Medical Vision
  • Riverain Technologies
  • Median Technologies
  • ScreenPoint Medical
  • Qure.ai
  • Infervision
  • Aidoc
  • Therapixel
  • Oxipit
  • Lunit
  • CureMetrix
  • Vuno
  • Koios Medical
  • DeepTek
  • Qlarity Imaging
  • Behold.ai
  • RadLogics
  • Volpara Health Technologies
SHW 25.06.11

Computer-Aided Detection Market is anticipated to expand from $859.1 million in 2024 to $1,439.7 million by 2034, growing at a CAGR of approximately 5.3%. The market encompasses technologies designed to assist radiologists in interpreting medical images, enhancing diagnostic accuracy through automated anomaly detection. This market is driven by advancements in machine learning and image processing, addressing the increasing demand for efficient diagnostic tools in healthcare. Emphasizing early disease detection, it supports diverse applications, including oncology, cardiology, and neurology, while fostering innovations in algorithm development and integration with existing medical imaging systems.

Market Overview:

The Computer-Aided Detection (CAD) Market is segmented into breast cancer, lung cancer, colorectal cancer, prostate cancer, liver cancer, and others, with breast cancer CAD leading the market. This dominance is attributed to the high prevalence of breast cancer, increasing awareness, and the critical role of early detection in improving survival rates. Technological advancements in imaging modalities and AI-driven algorithms further bolster this segment's growth. Lung cancer CAD is an emerging sub-segment, gaining traction due to advancements in CT imaging and an increasing focus on early detection to improve patient outcomes. The integration of AI and machine learning in CAD systems is revolutionizing diagnostic accuracy and efficiency, enhancing their adoption across healthcare facilities. Furthermore, the growing emphasis on personalized medicine and precision diagnostics is driving demand for CAD solutions tailored to specific cancer types, potentially expanding the scope and impact of emerging sub-segments in the market.

Market Segmentation
TypeMammography, Ultrasound, Magnetic Resonance Imaging (MRI), Tomosynthesis, Computed Tomography (CT), X-ray Imaging
ProductSoftware Solutions, Hardware Systems, Integrated Solutions, Stand-alone Systems
ServicesInstallation Services, Training and Education, Maintenance and Support, Consulting Services
TechnologyDeep Learning, Machine Learning, Artificial Intelligence, Pattern Recognition, Computer Vision
ApplicationBreast Cancer, Lung Cancer, Colorectal Cancer, Prostate Cancer, Liver Cancer, Cardiovascular Diseases, Neurological Disorders
End UserHospitals, Diagnostic Centers, Academic and Research Institutes, Specialty Clinics
ComponentSoftware, Hardware
DeploymentOn-premise, Cloud-based
DeviceWorkstations, Mobile Devices

Geographical Overview:

The Computer-Aided Detection (CAD) market showcases varying growth trajectories across different regions. North America dominates this market, driven by technological advancements and a high prevalence of chronic diseases. The region's robust healthcare infrastructure and increasing adoption of CAD systems in diagnostic imaging further propel growth. Europe follows closely, with significant investments in healthcare technology and a strong focus on early disease detection. The region's regulatory support and increasing awareness about the benefits of CAD systems contribute to its market expansion. In the Asia Pacific, the CAD market is rapidly growing. This expansion is fueled by rising healthcare expenditures and increasing adoption of advanced diagnostic tools. Governments in the region are investing in healthcare infrastructure, further supporting market growth. Latin America presents a burgeoning market for CAD systems. The region is experiencing an increasing demand for advanced diagnostic solutions, driven by a growing healthcare sector and rising disease prevalence. The Middle East & Africa are also emerging markets for CAD. There is a growing recognition of the importance of early disease detection and the adoption of advanced healthcare technologies. Investments in healthcare infrastructure are expected to drive market growth in these regions.

Recent Developments:

The Computer-Aided Detection (CAD) market has experienced notable developments over the past three months. Siemens Healthineers announced a strategic partnership with a leading AI firm to enhance its CAD capabilities, aiming to integrate advanced AI algorithms into their detection systems. In a landmark merger, Philips acquired a prominent CAD startup, seeking to bolster its diagnostic imaging portfolio and accelerate innovation in automated detection technologies. GE Healthcare unveiled a new CAD software suite designed to improve early disease detection, highlighting their commitment to leveraging AI for better healthcare outcomes. Regulatory advancements were also observed, with the FDA granting clearance to a novel CAD system that employs deep learning for breast cancer detection, marking a significant step forward in regulatory acceptance of AI-driven solutions. Furthermore, a recent market analysis report predicts a robust growth trajectory for the CAD market, driven by increased adoption in emerging economies and technological advancements, underscoring lucrative opportunities for stakeholders.

Key Companies:

i CAD, Hologic, Zebra Medical Vision, Riverain Technologies, Median Technologies, Screen Point Medical, Qure.ai, Infervision, Aidoc, Therapixel, Oxipit, Lunit, Cure Metrix, Vuno, Koios Medical, Deep Tek, Qlarity Imaging, Behold.ai, Rad Logics, Volpara Health Technologies

Key Trends and Drivers:

The Computer-Aided Detection (CAD) market is experiencing robust growth, primarily driven by technological advancements in medical imaging and artificial intelligence. Key trends include the integration of machine learning algorithms that enhance diagnostic accuracy and reduce false positives. This innovation is significantly improving early disease detection, particularly in oncology and radiology, leading to better patient outcomes. Another pivotal trend is the increasing adoption of CAD systems in emerging markets, driven by rising healthcare awareness and expanding healthcare infrastructure. The demand for non-invasive diagnostic tools is also propelling market growth, as patients and providers seek safer, more efficient diagnostic options. Regulatory support and favorable reimbursement policies are further accelerating the adoption of CAD technologies. Moreover, the trend towards personalized medicine is driving the need for advanced diagnostic tools, including CAD systems, to tailor treatments to individual patient needs. Opportunities abound for companies developing innovative CAD solutions that integrate seamlessly with existing healthcare systems, offering real-time insights and improved clinical workflows. As the global healthcare landscape evolves, the CAD market is poised for sustained expansion, driven by a confluence of technological, regulatory, and consumer-driven forces.

Key Restraints and Challenges:

The Computer-Aided Detection Market encounters several significant restraints and challenges. A predominant challenge is the high cost of sophisticated detection systems, which limits their accessibility for smaller healthcare facilities and developing regions. This financial barrier hinders widespread adoption and integration into existing healthcare frameworks. Additionally, there is a notable shortage of skilled professionals capable of operating and interpreting these advanced systems, leading to underutilization and inefficiencies in deployment. Data privacy concerns further complicate the landscape, as the integration of AI and machine learning necessitates the handling of sensitive patient data, raising ethical and regulatory issues. The market also grapples with technological interoperability challenges, as varying software and hardware systems struggle to communicate effectively, impeding seamless integration. Finally, there is a persistent skepticism among some healthcare professionals regarding the efficacy and reliability of computer-aided detection technologies, which can slow adoption and hinder market growth. These challenges collectively pose significant hurdles to the market's expansion.

Sources:

World Health Organization (WHO), National Institutes of Health (NIH), U.S. Food and Drug Administration (FDA), European Medicines Agency (EMA), International Society for Optics and Photonics (SPIE) Medical Imaging Conference, Radiological Society of North America (RSNA) Annual Meeting, European Congress of Radiology (ECR), American College of Radiology (ACR), International Society for Magnetic Resonance in Medicine (ISMRM), American Association of Physicists in Medicine (AAPM), World Congress of Medical Physics and Biomedical Engineering, International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), Institute of Electrical and Electronics Engineers (IEEE) - Engineering in Medicine and Biology Society, National Cancer Institute (NCI), European Society for Radiotherapy and Oncology (ESTRO), World Health Assembly (WHA), International Atomic Energy Agency (IAEA) - Human Health Division, Mayo Clinic - Department of Radiology, Johns Hopkins University - Department of Biomedical Engineering, Massachusetts General Hospital - Center for Clinical Data Science

Research Scope:

  • Estimates and forecasts the overall market size across type, application, and region.
  • Provides detailed information and key takeaways on qualitative and quantitative trends, dynamics, business framework, competitive landscape, and company profiling.
  • Identifies factors influencing market growth and challenges, opportunities, drivers, and restraints.
  • Identifies factors that could limit company participation in international markets to help calibrate market share expectations and growth rates.
  • Evaluates key development strategies like acquisitions, product launches, mergers, collaborations, business expansions, agreements, partnerships, and R&D activities.
  • Analyzes smaller market segments strategically, focusing on their potential, growth patterns, and impact on the overall market.
  • Outlines the competitive landscape, assessing business and corporate strategies to monitor and dissect competitive advancements.

Our research scope provides comprehensive market data, insights, and analysis across a variety of critical areas. We cover Local Market Analysis, assessing consumer demographics, purchasing behaviors, and market size within specific regions to identify growth opportunities. Our Local Competition Review offers a detailed evaluation of competitors, including their strengths, weaknesses, and market positioning. We also conduct Local Regulatory Reviews to ensure businesses comply with relevant laws and regulations. Industry Analysis provides an in-depth look at market dynamics, key players, and trends. Additionally, we offer Cross-Segmental Analysis to identify synergies between different market segments, as well as Production-Consumption and Demand-Supply Analysis to optimize supply chain efficiency. Our Import-Export Analysis helps businesses navigate global trade environments by evaluating trade flows and policies. These insights empower clients to make informed strategic decisions, mitigate risks, and capitalize on market opportunities.

TABLE OF CONTENTS

1: Computer-Aided Detection Market Overview

  • 1.1 Objectives of the Study
  • 1.2 Computer-Aided Detection Market Definition and Scope of the Report
  • 1.3 Report Limitations
  • 1.4 Years & Currency Considered in the Study
  • 1.5 Research Methodologies
    • 1.5.1 Secondary Research
    • 1.5.2 Primary Research
    • 1.5.3 Market Size Estimation: Top-Down Approach
    • 1.5.4 Market Size Estimation: Bottom-Up Approach
    • 1.5.5 Data Triangulation and Validation

2: Executive Summary

  • 2.1 Summary
  • 2.2 Key Opinion Leaders
  • 2.3 Key Highlights of the Market, by Type
  • 2.4 Key Highlights of the Market, by Product
  • 2.5 Key Highlights of the Market, by Services
  • 2.6 Key Highlights of the Market, by Technology
  • 2.7 Key Highlights of the Market, by Application
  • 2.8 Key Highlights of the Market, by End User
  • 2.9 Key Highlights of the Market, by Component
  • 2.10 Key Highlights of the Market, by Deployment
  • 2.11 Key Highlights of the Market, by Device
  • 2.12 Key Highlights of the Market, by North America
  • 2.13 Key Highlights of the Market, by Europe
  • 2.14 Key Highlights of the Market, by Asia-Pacific
  • 2.15 Key Highlights of the Market, by Latin America
  • 2.16 Key Highlights of the Market, by Middle East
  • 2.17 Key Highlights of the Market, by Africa

3: Premium Insights on the Market

  • 3.1 Market Attractiveness Analysis, by Region
  • 3.2 Market Attractiveness Analysis, by Type
  • 3.3 Market Attractiveness Analysis, by Product
  • 3.4 Market Attractiveness Analysis, by Services
  • 3.5 Market Attractiveness Analysis, by Technology
  • 3.6 Market Attractiveness Analysis, by Application
  • 3.7 Market Attractiveness Analysis, by End User
  • 3.8 Market Attractiveness Analysis, by Component
  • 3.9 Market Attractiveness Analysis, by Deployment
  • 3.10 Market Attractiveness Analysis, by Device
  • 3.11 Market Attractiveness Analysis, by North America
  • 3.12 Market Attractiveness Analysis, by Europe
  • 3.13 Market Attractiveness Analysis, by Asia-Pacific
  • 3.14 Market Attractiveness Analysis, by Latin America
  • 3.15 Market Attractiveness Analysis, by Middle East
  • 3.16 Market Attractiveness Analysis, by Africa

4: Computer-Aided Detection Market Outlook

  • 4.1 Computer-Aided Detection Market Segmentation
  • 4.2 Market Dynamics
    • 4.2.1 Market Drivers
    • 4.2.2 Market Trends
    • 4.2.3 Market Restraints
    • 4.2.4 Market Opportunities
  • 4.3 Porters Five Forces Analysis
    • 4.3.1 Threat of New Entrants
    • 4.3.2 Threat of Substitutes
    • 4.3.3 Bargaining Power of Buyers
    • 4.3.4 Bargaining Power of Supplier
    • 4.3.5 Competitive Rivalry
  • 4.4 PESTLE Analysis
  • 4.5 Value Chain Analysis
  • 4.6 4Ps Model
  • 4.7 ANSOFF Matrix

5: Computer-Aided Detection Computer-Aided Detection Market Strategy

  • 5.1 Parent Market Analysis
  • 5.2 Supply-Demand Analysis
  • 5.3 Consumer Buying Interest
  • 5.4 Case Study Analysis
  • 5.5 Pricing Analysis
  • 5.6 Regulatory Landscape
  • 5.7 Supply Chain Analysis
  • 5.8 Competition Product Analysis
  • 5.9 Recent Developments

6: Computer-Aided Detection Market Size

  • 6.1 Computer-Aided Detection Market Size, by Value
  • 6.2 Computer-Aided Detection Market Size, by Volume

7: Computer-Aided Detection Market, by Type

  • 7.1 Market Overview
  • 7.2 Mammography
    • 7.2.1 Key Market Trends & Opportunity Analysis
    • 7.2.2 Market Size and Forecast, by Region
  • 7.3 Ultrasound
    • 7.3.1 Key Market Trends & Opportunity Analysis
    • 7.3.2 Market Size and Forecast, by Region
  • 7.4 Magnetic Resonance Imaging (MRI)
    • 7.4.1 Key Market Trends & Opportunity Analysis
    • 7.4.2 Market Size and Forecast, by Region
  • 7.5 Tomosynthesis
    • 7.5.1 Key Market Trends & Opportunity Analysis
    • 7.5.2 Market Size and Forecast, by Region
  • 7.6 Computed Tomography (CT)
    • 7.6.1 Key Market Trends & Opportunity Analysis
    • 7.6.2 Market Size and Forecast, by Region
  • 7.7 X-ray Imaging
    • 7.7.1 Key Market Trends & Opportunity Analysis
    • 7.7.2 Market Size and Forecast, by Region
  • 7.8 Others
    • 7.8.1 Key Market Trends & Opportunity Analysis
    • 7.8.2 Market Size and Forecast, by Region

8: Computer-Aided Detection Market, by Product

  • 8.1 Market Overview
  • 8.2 Software Solutions
    • 8.2.1 Key Market Trends & Opportunity Analysis
    • 8.2.2 Market Size and Forecast, by Region
  • 8.3 Hardware Systems
    • 8.3.1 Key Market Trends & Opportunity Analysis
    • 8.3.2 Market Size and Forecast, by Region
  • 8.4 Integrated Solutions
    • 8.4.1 Key Market Trends & Opportunity Analysis
    • 8.4.2 Market Size and Forecast, by Region
  • 8.5 Stand-alone Systems
    • 8.5.1 Key Market Trends & Opportunity Analysis
    • 8.5.2 Market Size and Forecast, by Region
  • 8.6 Others
    • 8.6.1 Key Market Trends & Opportunity Analysis
    • 8.6.2 Market Size and Forecast, by Region

9: Computer-Aided Detection Market, by Services

  • 9.1 Market Overview
  • 9.2 Installation Services
    • 9.2.1 Key Market Trends & Opportunity Analysis
    • 9.2.2 Market Size and Forecast, by Region
  • 9.3 Training and Education
    • 9.3.1 Key Market Trends & Opportunity Analysis
    • 9.3.2 Market Size and Forecast, by Region
  • 9.4 Maintenance and Support
    • 9.4.1 Key Market Trends & Opportunity Analysis
    • 9.4.2 Market Size and Forecast, by Region
  • 9.5 Consulting Services
    • 9.5.1 Key Market Trends & Opportunity Analysis
    • 9.5.2 Market Size and Forecast, by Region
  • 9.6 Others
    • 9.6.1 Key Market Trends & Opportunity Analysis
    • 9.6.2 Market Size and Forecast, by Region

10: Computer-Aided Detection Market, by Technology

  • 10.1 Market Overview
  • 10.2 Deep Learning
    • 10.2.1 Key Market Trends & Opportunity Analysis
    • 10.2.2 Market Size and Forecast, by Region
  • 10.3 Machine Learning
    • 10.3.1 Key Market Trends & Opportunity Analysis
    • 10.3.2 Market Size and Forecast, by Region
  • 10.4 Artificial Intelligence
    • 10.4.1 Key Market Trends & Opportunity Analysis
    • 10.4.2 Market Size and Forecast, by Region
  • 10.5 Pattern Recognition
    • 10.5.1 Key Market Trends & Opportunity Analysis
    • 10.5.2 Market Size and Forecast, by Region
  • 10.6 Computer Vision
    • 10.6.1 Key Market Trends & Opportunity Analysis
    • 10.6.2 Market Size and Forecast, by Region
  • 10.7 Others
    • 10.7.1 Key Market Trends & Opportunity Analysis
    • 10.7.2 Market Size and Forecast, by Region

11: Computer-Aided Detection Market, by Application

  • 11.1 Market Overview
  • 11.2 Breast Cancer
    • 11.2.1 Key Market Trends & Opportunity Analysis
    • 11.2.2 Market Size and Forecast, by Region
  • 11.3 Lung Cancer
    • 11.3.1 Key Market Trends & Opportunity Analysis
    • 11.3.2 Market Size and Forecast, by Region
  • 11.4 Colorectal Cancer
    • 11.4.1 Key Market Trends & Opportunity Analysis
    • 11.4.2 Market Size and Forecast, by Region
  • 11.5 Prostate Cancer
    • 11.5.1 Key Market Trends & Opportunity Analysis
    • 11.5.2 Market Size and Forecast, by Region
  • 11.6 Liver Cancer
    • 11.6.1 Key Market Trends & Opportunity Analysis
    • 11.6.2 Market Size and Forecast, by Region
  • 11.7 Cardiovascular Diseases
    • 11.7.1 Key Market Trends & Opportunity Analysis
    • 11.7.2 Market Size and Forecast, by Region
  • 11.8 Neurological Disorders
    • 11.8.1 Key Market Trends & Opportunity Analysis
    • 11.8.2 Market Size and Forecast, by Region
  • 11.9 Others
    • 11.9.1 Key Market Trends & Opportunity Analysis
    • 11.9.2 Market Size and Forecast, by Region

12: Computer-Aided Detection Market, by End User

  • 12.1 Market Overview
  • 12.2 Hospitals
    • 12.2.1 Key Market Trends & Opportunity Analysis
    • 12.2.2 Market Size and Forecast, by Region
  • 12.3 Diagnostic Centers
    • 12.3.1 Key Market Trends & Opportunity Analysis
    • 12.3.2 Market Size and Forecast, by Region
  • 12.4 Academic and Research Institutes
    • 12.4.1 Key Market Trends & Opportunity Analysis
    • 12.4.2 Market Size and Forecast, by Region
  • 12.5 Specialty Clinics
    • 12.5.1 Key Market Trends & Opportunity Analysis
    • 12.5.2 Market Size and Forecast, by Region
  • 12.6 Others
    • 12.6.1 Key Market Trends & Opportunity Analysis
    • 12.6.2 Market Size and Forecast, by Region

13: Computer-Aided Detection Market, by Component

  • 13.1 Market Overview
  • 13.2 Software
    • 13.2.1 Key Market Trends & Opportunity Analysis
    • 13.2.2 Market Size and Forecast, by Region
  • 13.3 Hardware
    • 13.3.1 Key Market Trends & Opportunity Analysis
    • 13.3.2 Market Size and Forecast, by Region
  • 13.4 Others
    • 13.4.1 Key Market Trends & Opportunity Analysis
    • 13.4.2 Market Size and Forecast, by Region

14: Computer-Aided Detection Market, by Deployment

  • 14.1 Market Overview
  • 14.2 On-premise
    • 14.2.1 Key Market Trends & Opportunity Analysis
    • 14.2.2 Market Size and Forecast, by Region
  • 14.3 Cloud-based
    • 14.3.1 Key Market Trends & Opportunity Analysis
    • 14.3.2 Market Size and Forecast, by Region
  • 14.4 Others
    • 14.4.1 Key Market Trends & Opportunity Analysis
    • 14.4.2 Market Size and Forecast, by Region

15: Computer-Aided Detection Market, by Device

  • 15.1 Market Overview
  • 15.2 Workstations
    • 15.2.1 Key Market Trends & Opportunity Analysis
    • 15.2.2 Market Size and Forecast, by Region
  • 15.3 Mobile Devices
    • 15.3.1 Key Market Trends & Opportunity Analysis
    • 15.3.2 Market Size and Forecast, by Region
  • 15.4 Others
    • 15.4.1 Key Market Trends & Opportunity Analysis
    • 15.4.2 Market Size and Forecast, by Region

16: Computer-Aided Detection Market, by Region

  • 16.1 Overview
  • 16.2 North America
    • 16.2.1 Key Market Trends and Opportunities
    • 16.2.2 North America Market Size and Forecast, by Type
    • 16.2.3 North America Market Size and Forecast, by Product
    • 16.2.4 North America Market Size and Forecast, by Services
    • 16.2.5 North America Market Size and Forecast, by Technology
    • 16.2.6 North America Market Size and Forecast, by Application
    • 16.2.7 North America Market Size and Forecast, by End User
    • 16.2.8 North America Market Size and Forecast, by Component
    • 16.2.9 North America Market Size and Forecast, by Deployment
    • 16.2.10 North America Market Size and Forecast, by Device
    • 16.2.11 North America Market Size and Forecast, by Country
    • 16.2.12 United States
      • 16.2.9.1 United States Market Size and Forecast, by Type
      • 16.2.9.2 United States Market Size and Forecast, by Product
      • 16.2.9.3 United States Market Size and Forecast, by Services
      • 16.2.9.4 United States Market Size and Forecast, by Technology
      • 16.2.9.5 United States Market Size and Forecast, by Application
      • 16.2.9.6 United States Market Size and Forecast, by End User
      • 16.2.9.7 United States Market Size and Forecast, by Component
      • 16.2.9.8 United States Market Size and Forecast, by Deployment
      • 16.2.9.9 United States Market Size and Forecast, by Device
      • 16.2.9.10 Local Competition Analysis
      • 16.2.9.11 Local Market Analysis
    • 16.2.1 Canada
      • 16.2.10.1 Canada Market Size and Forecast, by Type
      • 16.2.10.2 Canada Market Size and Forecast, by Product
      • 16.2.10.3 Canada Market Size and Forecast, by Services
      • 16.2.10.4 Canada Market Size and Forecast, by Technology
      • 16.2.10.5 Canada Market Size and Forecast, by Application
      • 16.2.10.6 Canada Market Size and Forecast, by End User
      • 16.2.10.7 Canada Market Size and Forecast, by Component
      • 16.2.10.8 Canada Market Size and Forecast, by Deployment
      • 16.2.10.9 Canada Market Size and Forecast, by Device
      • 16.2.10.10 Local Competition Analysis
      • 16.2.10.11 Local Market Analysis
  • 16.1 Europe
    • 16.3.1 Key Market Trends and Opportunities
    • 16.3.2 Europe Market Size and Forecast, by Type
    • 16.3.3 Europe Market Size and Forecast, by Product
    • 16.3.4 Europe Market Size and Forecast, by Services
    • 16.3.5 Europe Market Size and Forecast, by Technology
    • 16.3.6 Europe Market Size and Forecast, by Application
    • 16.3.7 Europe Market Size and Forecast, by End User
    • 16.3.8 Europe Market Size and Forecast, by Component
    • 16.3.9 Europe Market Size and Forecast, by Deployment
    • 16.3.10 Europe Market Size and Forecast, by Device
    • 16.3.11 Europe Market Size and Forecast, by Country
    • 16.3.12 United Kingdom
      • 16.3.9.1 United Kingdom Market Size and Forecast, by Type
      • 16.3.9.2 United Kingdom Market Size and Forecast, by Product
      • 16.3.9.3 United Kingdom Market Size and Forecast, by Services
      • 16.3.9.4 United Kingdom Market Size and Forecast, by Technology
      • 16.3.9.5 United Kingdom Market Size and Forecast, by Application
      • 16.3.9.6 United Kingdom Market Size and Forecast, by End User
      • 16.3.9.7 United Kingdom Market Size and Forecast, by Component
      • 16.3.9.8 United Kingdom Market Size and Forecast, by Deployment
      • 16.3.9.9 United Kingdom Market Size and Forecast, by Device
      • 16.3.9.10 Local Competition Analysis
      • 16.3.9.11 Local Market Analysis
    • 16.3.1 Germany
      • 16.3.10.1 Germany Market Size and Forecast, by Type
      • 16.3.10.2 Germany Market Size and Forecast, by Product
      • 16.3.10.3 Germany Market Size and Forecast, by Services
      • 16.3.10.4 Germany Market Size and Forecast, by Technology
      • 16.3.10.5 Germany Market Size and Forecast, by Application
      • 16.3.10.6 Germany Market Size and Forecast, by End User
      • 16.3.10.7 Germany Market Size and Forecast, by Component
      • 16.3.10.8 Germany Market Size and Forecast, by Deployment
      • 16.3.10.9 Germany Market Size and Forecast, by Device
      • 16.3.10.10 Local Competition Analysis
      • 16.3.10.11 Local Market Analysis
    • 16.3.1 France
      • 16.3.11.1 France Market Size and Forecast, by Type
      • 16.3.11.2 France Market Size and Forecast, by Product
      • 16.3.11.3 France Market Size and Forecast, by Services
      • 16.3.11.4 France Market Size and Forecast, by Technology
      • 16.3.11.5 France Market Size and Forecast, by Application
      • 16.3.11.6 France Market Size and Forecast, by End User
      • 16.3.11.7 France Market Size and Forecast, by Component
      • 16.3.11.8 France Market Size and Forecast, by Deployment
      • 16.3.11.9 France Market Size and Forecast, by Device
      • 16.3.11.10 Local Competition Analysis
      • 16.3.11.11 Local Market Analysis
    • 16.3.1 Spain
      • 16.3.12.1 Spain Market Size and Forecast, by Type
      • 16.3.12.2 Spain Market Size and Forecast, by Product
      • 16.3.12.3 Spain Market Size and Forecast, by Services
      • 16.3.12.4 Spain Market Size and Forecast, by Technology
      • 16.3.12.5 Spain Market Size and Forecast, by Application
      • 16.3.12.6 Spain Market Size and Forecast, by End User
      • 16.3.12.7 Spain Market Size and Forecast, by Component
      • 16.3.12.8 Spain Market Size and Forecast, by Deployment
      • 16.3.12.9 Spain Market Size and Forecast, by Device
      • 16.3.12.10 Local Competition Analysis
      • 16.3.12.11 Local Market Analysis
    • 16.3.1 Italy
      • 16.3.13.1 Italy Market Size and Forecast, by Type
      • 16.3.13.2 Italy Market Size and Forecast, by Product
      • 16.3.13.3 Italy Market Size and Forecast, by Services
      • 16.3.13.4 Italy Market Size and Forecast, by Technology
      • 16.3.13.5 Italy Market Size and Forecast, by Application
      • 16.3.13.6 Italy Market Size and Forecast, by End User
      • 16.3.13.7 Italy Market Size and Forecast, by Component
      • 16.3.13.8 Italy Market Size and Forecast, by Deployment
      • 16.3.13.9 Italy Market Size and Forecast, by Device
      • 16.3.13.10 Local Competition Analysis
      • 16.3.13.11 Local Market Analysis
    • 16.3.1 Netherlands
      • 16.3.14.1 Netherlands Market Size and Forecast, by Type
      • 16.3.14.2 Netherlands Market Size and Forecast, by Product
      • 16.3.14.3 Netherlands Market Size and Forecast, by Services
      • 16.3.14.4 Netherlands Market Size and Forecast, by Technology
      • 16.3.14.5 Netherlands Market Size and Forecast, by Application
      • 16.3.14.6 Netherlands Market Size and Forecast, by End User
      • 16.3.14.7 Netherlands Market Size and Forecast, by Component
      • 16.3.14.8 Netherlands Market Size and Forecast, by Deployment
      • 16.3.14.9 Netherlands Market Size and Forecast, by Device
      • 16.3.14.10 Local Competition Analysis
      • 16.3.14.11 Local Market Analysis
    • 16.3.1 Sweden
      • 16.3.15.1 Sweden Market Size and Forecast, by Type
      • 16.3.15.2 Sweden Market Size and Forecast, by Product
      • 16.3.15.3 Sweden Market Size and Forecast, by Services
      • 16.3.15.4 Sweden Market Size and Forecast, by Technology
      • 16.3.15.5 Sweden Market Size and Forecast, by Application
      • 16.3.15.6 Sweden Market Size and Forecast, by End User
      • 16.3.15.7 Sweden Market Size and Forecast, by Component
      • 16.3.15.8 Sweden Market Size and Forecast, by Deployment
      • 16.3.15.9 Sweden Market Size and Forecast, by Device
      • 16.3.15.10 Local Competition Analysis
      • 16.3.15.11 Local Market Analysis
    • 16.3.1 Switzerland
      • 16.3.16.1 Switzerland Market Size and Forecast, by Type
      • 16.3.16.2 Switzerland Market Size and Forecast, by Product
      • 16.3.16.3 Switzerland Market Size and Forecast, by Services
      • 16.3.16.4 Switzerland Market Size and Forecast, by Technology
      • 16.3.16.5 Switzerland Market Size and Forecast, by Application
      • 16.3.16.6 Switzerland Market Size and Forecast, by End User
      • 16.3.16.7 Switzerland Market Size and Forecast, by Component
      • 16.3.16.8 Switzerland Market Size and Forecast, by Deployment
      • 16.3.16.9 Switzerland Market Size and Forecast, by Device
      • 16.3.16.10 Local Competition Analysis
      • 16.3.16.11 Local Market Analysis
    • 16.3.1 Denmark
      • 16.3.17.1 Denmark Market Size and Forecast, by Type
      • 16.3.17.2 Denmark Market Size and Forecast, by Product
      • 16.3.17.3 Denmark Market Size and Forecast, by Services
      • 16.3.17.4 Denmark Market Size and Forecast, by Technology
      • 16.3.17.5 Denmark Market Size and Forecast, by Application
      • 16.3.17.6 Denmark Market Size and Forecast, by End User
      • 16.3.17.7 Denmark Market Size and Forecast, by Component
      • 16.3.17.8 Denmark Market Size and Forecast, by Deployment
      • 16.3.17.9 Denmark Market Size and Forecast, by Device
      • 16.3.17.10 Local Competition Analysis
      • 16.3.17.11 Local Market Analysis
    • 16.3.1 Finland
      • 16.3.18.1 Finland Market Size and Forecast, by Type
      • 16.3.18.2 Finland Market Size and Forecast, by Product
      • 16.3.18.3 Finland Market Size and Forecast, by Services
      • 16.3.18.4 Finland Market Size and Forecast, by Technology
      • 16.3.18.5 Finland Market Size and Forecast, by Application
      • 16.3.18.6 Finland Market Size and Forecast, by End User
      • 16.3.18.7 Finland Market Size and Forecast, by Component
      • 16.3.18.8 Finland Market Size and Forecast, by Deployment
      • 16.3.18.9 Finland Market Size and Forecast, by Device
      • 16.3.18.10 Local Competition Analysis
      • 16.3.18.11 Local Market Analysis
    • 16.3.1 Russia
      • 16.3.19.1 Russia Market Size and Forecast, by Type
      • 16.3.19.2 Russia Market Size and Forecast, by Product
      • 16.3.19.3 Russia Market Size and Forecast, by Services
      • 16.3.19.4 Russia Market Size and Forecast, by Technology
      • 16.3.19.5 Russia Market Size and Forecast, by Application
      • 16.3.19.6 Russia Market Size and Forecast, by End User
      • 16.3.19.7 Russia Market Size and Forecast, by Component
      • 16.3.19.8 Russia Market Size and Forecast, by Deployment
      • 16.3.19.9 Russia Market Size and Forecast, by Device
      • 16.3.19.10 Local Competition Analysis
      • 16.3.19.11 Local Market Analysis
    • 16.3.1 Rest of Europe
      • 16.3.20.1 Rest of Europe Market Size and Forecast, by Type
      • 16.3.20.2 Rest of Europe Market Size and Forecast, by Product
      • 16.3.20.3 Rest of Europe Market Size and Forecast, by Services
      • 16.3.20.4 Rest of Europe Market Size and Forecast, by Technology
      • 16.3.20.5 Rest of Europe Market Size and Forecast, by Application
      • 16.3.20.6 Rest of Europe Market Size and Forecast, by End User
      • 16.3.20.7 Rest of Europe Market Size and Forecast, by Component
      • 16.3.20.8 Rest of Europe Market Size and Forecast, by Deployment
      • 16.3.20.9 Rest of Europe Market Size and Forecast, by Device
      • 16.3.20.10 Local Competition Analysis
      • 16.3.20.11 Local Market Analysis
  • 16.1 Asia-Pacific
    • 16.4.1 Key Market Trends and Opportunities
    • 16.4.2 Asia-Pacific Market Size and Forecast, by Type
    • 16.4.3 Asia-Pacific Market Size and Forecast, by Product
    • 16.4.4 Asia-Pacific Market Size and Forecast, by Services
    • 16.4.5 Asia-Pacific Market Size and Forecast, by Technology
    • 16.4.6 Asia-Pacific Market Size and Forecast, by Application
    • 16.4.7 Asia-Pacific Market Size and Forecast, by End User
    • 16.4.8 Asia-Pacific Market Size and Forecast, by Component
    • 16.4.9 Asia-Pacific Market Size and Forecast, by Deployment
    • 16.4.10 Asia-Pacific Market Size and Forecast, by Device
    • 16.4.11 Asia-Pacific Market Size and Forecast, by Country
    • 16.4.12 China
      • 16.4.9.1 China Market Size and Forecast, by Type
      • 16.4.9.2 China Market Size and Forecast, by Product
      • 16.4.9.3 China Market Size and Forecast, by Services
      • 16.4.9.4 China Market Size and Forecast, by Technology
      • 16.4.9.5 China Market Size and Forecast, by Application
      • 16.4.9.6 China Market Size and Forecast, by End User
      • 16.4.9.7 China Market Size and Forecast, by Component
      • 16.4.9.8 China Market Size and Forecast, by Deployment
      • 16.4.9.9 China Market Size and Forecast, by Device
      • 16.4.9.10 Local Competition Analysis
      • 16.4.9.11 Local Market Analysis
    • 16.4.1 India
      • 16.4.10.1 India Market Size and Forecast, by Type
      • 16.4.10.2 India Market Size and Forecast, by Product
      • 16.4.10.3 India Market Size and Forecast, by Services
      • 16.4.10.4 India Market Size and Forecast, by Technology
      • 16.4.10.5 India Market Size and Forecast, by Application
      • 16.4.10.6 India Market Size and Forecast, by End User
      • 16.4.10.7 India Market Size and Forecast, by Component
      • 16.4.10.8 India Market Size and Forecast, by Deployment
      • 16.4.10.9 India Market Size and Forecast, by Device
      • 16.4.10.10 Local Competition Analysis
      • 16.4.10.11 Local Market Analysis
    • 16.4.1 Japan
      • 16.4.11.1 Japan Market Size and Forecast, by Type
      • 16.4.11.2 Japan Market Size and Forecast, by Product
      • 16.4.11.3 Japan Market Size and Forecast, by Services
      • 16.4.11.4 Japan Market Size and Forecast, by Technology
      • 16.4.11.5 Japan Market Size and Forecast, by Application
      • 16.4.11.6 Japan Market Size and Forecast, by End User
      • 16.4.11.7 Japan Market Size and Forecast, by Component
      • 16.4.11.8 Japan Market Size and Forecast, by Deployment
      • 16.4.11.9 Japan Market Size and Forecast, by Device
      • 16.4.11.10 Local Competition Analysis
      • 16.4.11.11 Local Market Analysis
    • 16.4.1 South Korea
      • 16.4.12.1 South Korea Market Size and Forecast, by Type
      • 16.4.12.2 South Korea Market Size and Forecast, by Product
      • 16.4.12.3 South Korea Market Size and Forecast, by Services
      • 16.4.12.4 South Korea Market Size and Forecast, by Technology
      • 16.4.12.5 South Korea Market Size and Forecast, by Application
      • 16.4.12.6 South Korea Market Size and Forecast, by End User
      • 16.4.12.7 South Korea Market Size and Forecast, by Component
      • 16.4.12.8 South Korea Market Size and Forecast, by Deployment
      • 16.4.12.9 South Korea Market Size and Forecast, by Device
      • 16.4.12.10 Local Competition Analysis
      • 16.4.12.11 Local Market Analysis
    • 16.4.1 Australia
      • 16.4.13.1 Australia Market Size and Forecast, by Type
      • 16.4.13.2 Australia Market Size and Forecast, by Product
      • 16.4.13.3 Australia Market Size and Forecast, by Services
      • 16.4.13.4 Australia Market Size and Forecast, by Technology
      • 16.4.13.5 Australia Market Size and Forecast, by Application
      • 16.4.13.6 Australia Market Size and Forecast, by End User
      • 16.4.13.7 Australia Market Size and Forecast, by Component
      • 16.4.13.8 Australia Market Size and Forecast, by Deployment
      • 16.4.13.9 Australia Market Size and Forecast, by Device
      • 16.4.13.10 Local Competition Analysis
      • 16.4.13.11 Local Market Analysis
    • 16.4.1 Singapore
      • 16.4.14.1 Singapore Market Size and Forecast, by Type
      • 16.4.14.2 Singapore Market Size and Forecast, by Product
      • 16.4.14.3 Singapore Market Size and Forecast, by Services
      • 16.4.14.4 Singapore Market Size and Forecast, by Technology
      • 16.4.14.5 Singapore Market Size and Forecast, by Application
      • 16.4.14.6 Singapore Market Size and Forecast, by End User
      • 16.4.14.7 Singapore Market Size and Forecast, by Component
      • 16.4.14.8 Singapore Market Size and Forecast, by Deployment
      • 16.4.14.9 Singapore Market Size and Forecast, by Device
      • 16.4.14.10 Local Competition Analysis
      • 16.4.14.11 Local Market Analysis
    • 16.4.1 Indonesia
      • 16.4.15.1 Indonesia Market Size and Forecast, by Type
      • 16.4.15.2 Indonesia Market Size and Forecast, by Product
      • 16.4.15.3 Indonesia Market Size and Forecast, by Services
      • 16.4.15.4 Indonesia Market Size and Forecast, by Technology
      • 16.4.15.5 Indonesia Market Size and Forecast, by Application
      • 16.4.15.6 Indonesia Market Size and Forecast, by End User
      • 16.4.15.7 Indonesia Market Size and Forecast, by Component
      • 16.4.15.8 Indonesia Market Size and Forecast, by Deployment
      • 16.4.15.9 Indonesia Market Size and Forecast, by Device
      • 16.4.15.10 Local Competition Analysis
      • 16.4.15.11 Local Market Analysis
    • 16.4.1 Taiwan
      • 16.4.16.1 Taiwan Market Size and Forecast, by Type
      • 16.4.16.2 Taiwan Market Size and Forecast, by Product
      • 16.4.16.3 Taiwan Market Size and Forecast, by Services
      • 16.4.16.4 Taiwan Market Size and Forecast, by Technology
      • 16.4.16.5 Taiwan Market Size and Forecast, by Application
      • 16.4.16.6 Taiwan Market Size and Forecast, by End User
      • 16.4.16.7 Taiwan Market Size and Forecast, by Component
      • 16.4.16.8 Taiwan Market Size and Forecast, by Deployment
      • 16.4.16.9 Taiwan Market Size and Forecast, by Device
      • 16.4.16.10 Local Competition Analysis
      • 16.4.16.11 Local Market Analysis
    • 16.4.1 Malaysia
      • 16.4.17.1 Malaysia Market Size and Forecast, by Type
      • 16.4.17.2 Malaysia Market Size and Forecast, by Product
      • 16.4.17.3 Malaysia Market Size and Forecast, by Services
      • 16.4.17.4 Malaysia Market Size and Forecast, by Technology
      • 16.4.17.5 Malaysia Market Size and Forecast, by Application
      • 16.4.17.6 Malaysia Market Size and Forecast, by End User
      • 16.4.17.7 Malaysia Market Size and Forecast, by Component
      • 16.4.17.8 Malaysia Market Size and Forecast, by Deployment
      • 16.4.17.9 Malaysia Market Size and Forecast, by Device
      • 16.4.17.10 Local Competition Analysis
      • 16.4.17.11 Local Market Analysis
    • 16.4.1 Rest of Asia-Pacific
      • 16.4.18.1 Rest of Asia-Pacific Market Size and Forecast, by Type
      • 16.4.18.2 Rest of Asia-Pacific Market Size and Forecast, by Product
      • 16.4.18.3 Rest of Asia-Pacific Market Size and Forecast, by Services
      • 16.4.18.4 Rest of Asia-Pacific Market Size and Forecast, by Technology
      • 16.4.18.5 Rest of Asia-Pacific Market Size and Forecast, by Application
      • 16.4.18.6 Rest of Asia-Pacific Market Size and Forecast, by End User
      • 16.4.18.7 Rest of Asia-Pacific Market Size and Forecast, by Component
      • 16.4.18.8 Rest of Asia-Pacific Market Size and Forecast, by Deployment
      • 16.4.18.9 Rest of Asia-Pacific Market Size and Forecast, by Device
      • 16.4.18.10 Local Competition Analysis
      • 16.4.18.11 Local Market Analysis
  • 16.1 Latin America
    • 16.5.1 Key Market Trends and Opportunities
    • 16.5.2 Latin America Market Size and Forecast, by Type
    • 16.5.3 Latin America Market Size and Forecast, by Product
    • 16.5.4 Latin America Market Size and Forecast, by Services
    • 16.5.5 Latin America Market Size and Forecast, by Technology
    • 16.5.6 Latin America Market Size and Forecast, by Application
    • 16.5.7 Latin America Market Size and Forecast, by End User
    • 16.5.8 Latin America Market Size and Forecast, by Component
    • 16.5.9 Latin America Market Size and Forecast, by Deployment
    • 16.5.10 Latin America Market Size and Forecast, by Device
    • 16.5.11 Latin America Market Size and Forecast, by Country
    • 16.5.12 Brazil
      • 16.5.9.1 Brazil Market Size and Forecast, by Type
      • 16.5.9.2 Brazil Market Size and Forecast, by Product
      • 16.5.9.3 Brazil Market Size and Forecast, by Services
      • 16.5.9.4 Brazil Market Size and Forecast, by Technology
      • 16.5.9.5 Brazil Market Size and Forecast, by Application
      • 16.5.9.6 Brazil Market Size and Forecast, by End User
      • 16.5.9.7 Brazil Market Size and Forecast, by Component
      • 16.5.9.8 Brazil Market Size and Forecast, by Deployment
      • 16.5.9.9 Brazil Market Size and Forecast, by Device
      • 16.5.9.10 Local Competition Analysis
      • 16.5.9.11 Local Market Analysis
    • 16.5.1 Mexico
      • 16.5.10.1 Mexico Market Size and Forecast, by Type
      • 16.5.10.2 Mexico Market Size and Forecast, by Product
      • 16.5.10.3 Mexico Market Size and Forecast, by Services
      • 16.5.10.4 Mexico Market Size and Forecast, by Technology
      • 16.5.10.5 Mexico Market Size and Forecast, by Application
      • 16.5.10.6 Mexico Market Size and Forecast, by End User
      • 16.5.10.7 Mexico Market Size and Forecast, by Component
      • 16.5.10.8 Mexico Market Size and Forecast, by Deployment
      • 16.5.10.9 Mexico Market Size and Forecast, by Device
      • 16.5.10.10 Local Competition Analysis
      • 16.5.10.11 Local Market Analysis
    • 16.5.1 Argentina
      • 16.5.11.1 Argentina Market Size and Forecast, by Type
      • 16.5.11.2 Argentina Market Size and Forecast, by Product
      • 16.5.11.3 Argentina Market Size and Forecast, by Services
      • 16.5.11.4 Argentina Market Size and Forecast, by Technology
      • 16.5.11.5 Argentina Market Size and Forecast, by Application
      • 16.5.11.6 Argentina Market Size and Forecast, by End User
      • 16.5.11.7 Argentina Market Size and Forecast, by Component
      • 16.5.11.8 Argentina Market Size and Forecast, by Deployment
      • 16.5.11.9 Argentina Market Size and Forecast, by Device
      • 16.5.11.10 Local Competition Analysis
      • 16.5.11.11 Local Market Analysis
    • 16.5.1 Rest of Latin America
      • 16.5.12.1 Rest of Latin America Market Size and Forecast, by Type
      • 16.5.12.2 Rest of Latin America Market Size and Forecast, by Product
      • 16.5.12.3 Rest of Latin America Market Size and Forecast, by Services
      • 16.5.12.4 Rest of Latin America Market Size and Forecast, by Technology
      • 16.5.12.5 Rest of Latin America Market Size and Forecast, by Application
      • 16.5.12.6 Rest of Latin America Market Size and Forecast, by End User
      • 16.5.12.7 Rest of Latin America Market Size and Forecast, by Component
      • 16.5.12.8 Rest of Latin America Market Size and Forecast, by Deployment
      • 16.5.12.9 Rest of Latin America Market Size and Forecast, by Device
      • 16.5.12.10 Local Competition Analysis
      • 16.5.12.11 Local Market Analysis
  • 16.1 Middle East and Africa
    • 16.6.1 Key Market Trends and Opportunities
    • 16.6.2 Middle East and Africa Market Size and Forecast, by Type
    • 16.6.3 Middle East and Africa Market Size and Forecast, by Product
    • 16.6.4 Middle East and Africa Market Size and Forecast, by Services
    • 16.6.5 Middle East and Africa Market Size and Forecast, by Technology
    • 16.6.6 Middle East and Africa Market Size and Forecast, by Application
    • 16.6.7 Middle East and Africa Market Size and Forecast, by End User
    • 16.6.8 Middle East and Africa Market Size and Forecast, by Component
    • 16.6.9 Middle East and Africa Market Size and Forecast, by Deployment
    • 16.6.10 Middle East and Africa Market Size and Forecast, by Device
    • 16.6.11 Middle East and Africa Market Size and Forecast, by Country
    • 16.6.12 Saudi Arabia
      • 16.6.9.1 Saudi Arabia Market Size and Forecast, by Type
      • 16.6.9.2 Saudi Arabia Market Size and Forecast, by Product
      • 16.6.9.3 Saudi Arabia Market Size and Forecast, by Services
      • 16.6.9.4 Saudi Arabia Market Size and Forecast, by Technology
      • 16.6.9.5 Saudi Arabia Market Size and Forecast, by Application
      • 16.6.9.6 Saudi Arabia Market Size and Forecast, by End User
      • 16.6.9.7 Saudi Arabia Market Size and Forecast, by Component
      • 16.6.9.8 Saudi Arabia Market Size and Forecast, by Deployment
      • 16.6.9.9 Saudi Arabia Market Size and Forecast, by Device
      • 16.6.9.10 Local Competition Analysis
      • 16.6.9.11 Local Market Analysis
    • 16.6.1 UAE
      • 16.6.10.1 UAE Market Size and Forecast, by Type
      • 16.6.10.2 UAE Market Size and Forecast, by Product
      • 16.6.10.3 UAE Market Size and Forecast, by Services
      • 16.6.10.4 UAE Market Size and Forecast, by Technology
      • 16.6.10.5 UAE Market Size and Forecast, by Application
      • 16.6.10.6 UAE Market Size and Forecast, by End User
      • 16.6.10.7 UAE Market Size and Forecast, by Component
      • 16.6.10.8 UAE Market Size and Forecast, by Deployment
      • 16.6.10.9 UAE Market Size and Forecast, by Device
      • 16.6.10.10 Local Competition Analysis
      • 16.6.10.11 Local Market Analysis
    • 16.6.1 South Africa
      • 16.6.11.1 South Africa Market Size and Forecast, by Type
      • 16.6.11.2 South Africa Market Size and Forecast, by Product
      • 16.6.11.3 South Africa Market Size and Forecast, by Services
      • 16.6.11.4 South Africa Market Size and Forecast, by Technology
      • 16.6.11.5 South Africa Market Size and Forecast, by Application
      • 16.6.11.6 South Africa Market Size and Forecast, by End User
      • 16.6.11.7 South Africa Market Size and Forecast, by Component
      • 16.6.11.8 South Africa Market Size and Forecast, by Deployment
      • 16.6.11.9 South Africa Market Size and Forecast, by Device
      • 16.6.11.10 Local Competition Analysis
      • 16.6.11.11 Local Market Analysis
    • 16.6.1 Rest of MEA
      • 16.6.12.1 Rest of MEA Market Size and Forecast, by Type
      • 16.6.12.2 Rest of MEA Market Size and Forecast, by Product
      • 16.6.12.3 Rest of MEA Market Size and Forecast, by Services
      • 16.6.12.4 Rest of MEA Market Size and Forecast, by Technology
      • 16.6.12.5 Rest of MEA Market Size and Forecast, by Application
      • 16.6.12.6 Rest of MEA Market Size and Forecast, by End User
      • 16.6.12.7 Rest of MEA Market Size and Forecast, by Component
      • 16.6.12.8 Rest of MEA Market Size and Forecast, by Deployment
      • 16.6.12.9 Rest of MEA Market Size and Forecast, by Device
      • 16.6.12.10 Local Competition Analysis
      • 16.6.12.11 Local Market Analysis

17: Competitive Landscape

  • 17.1 Overview
  • 17.2 Market Share Analysis
  • 17.3 Key Player Positioning
  • 17.4 Competitive Leadership Mapping
    • 17.4.1 Star Players
    • 17.4.2 Innovators
    • 17.4.3 Emerging Players
  • 17.5 Vendor Benchmarking
  • 17.6 Developmental Strategy Benchmarking
    • 17.6.1 New Product Developments
    • 17.6.2 Product Launches
    • 17.6.3 Business Expansions
    • 17.6.4 Partnerships, Joint Ventures, and Collaborations
    • 17.6.5 Mergers and Acquisitions

18: Company Profiles

  • 18.1 iCAD
    • 18.1.1 Company Overview
    • 18.1.2 Company Snapshot
    • 18.1.3 Business Segments
    • 18.1.4 Business Performance
    • 18.1.5 Product Offerings
    • 18.1.6 Key Developmental Strategies
    • 18.1.7 SWOT Analysis
  • 18.2 Hologic
    • 18.2.1 Company Overview
    • 18.2.2 Company Snapshot
    • 18.2.3 Business Segments
    • 18.2.4 Business Performance
    • 18.2.5 Product Offerings
    • 18.2.6 Key Developmental Strategies
    • 18.2.7 SWOT Analysis
  • 18.3 Zebra Medical Vision
    • 18.3.1 Company Overview
    • 18.3.2 Company Snapshot
    • 18.3.3 Business Segments
    • 18.3.4 Business Performance
    • 18.3.5 Product Offerings
    • 18.3.6 Key Developmental Strategies
    • 18.3.7 SWOT Analysis
  • 18.4 Riverain Technologies
    • 18.4.1 Company Overview
    • 18.4.2 Company Snapshot
    • 18.4.3 Business Segments
    • 18.4.4 Business Performance
    • 18.4.5 Product Offerings
    • 18.4.6 Key Developmental Strategies
    • 18.4.7 SWOT Analysis
  • 18.5 Median Technologies
    • 18.5.1 Company Overview
    • 18.5.2 Company Snapshot
    • 18.5.3 Business Segments
    • 18.5.4 Business Performance
    • 18.5.5 Product Offerings
    • 18.5.6 Key Developmental Strategies
    • 18.5.7 SWOT Analysis
  • 18.6 ScreenPoint Medical
    • 18.6.1 Company Overview
    • 18.6.2 Company Snapshot
    • 18.6.3 Business Segments
    • 18.6.4 Business Performance
    • 18.6.5 Product Offerings
    • 18.6.6 Key Developmental Strategies
    • 18.6.7 SWOT Analysis
  • 18.7 Qure.ai
    • 18.7.1 Company Overview
    • 18.7.2 Company Snapshot
    • 18.7.3 Business Segments
    • 18.7.4 Business Performance
    • 18.7.5 Product Offerings
    • 18.7.6 Key Developmental Strategies
    • 18.7.7 SWOT Analysis
  • 18.8 Infervision
    • 18.8.1 Company Overview
    • 18.8.2 Company Snapshot
    • 18.8.3 Business Segments
    • 18.8.4 Business Performance
    • 18.8.5 Product Offerings
    • 18.8.6 Key Developmental Strategies
    • 18.8.7 SWOT Analysis
  • 18.9 Aidoc
    • 18.9.1 Company Overview
    • 18.9.2 Company Snapshot
    • 18.9.3 Business Segments
    • 18.9.4 Business Performance
    • 18.9.5 Product Offerings
    • 18.9.6 Key Developmental Strategies
    • 18.9.7 SWOT Analysis
  • 18.10 Therapixel
    • 18.10.1 Company Overview
    • 18.10.2 Company Snapshot
    • 18.10.3 Business Segments
    • 18.10.4 Business Performance
    • 18.10.5 Product Offerings
    • 18.10.6 Key Developmental Strategies
    • 18.10.7 SWOT Analysis
  • 18.11 Oxipit
    • 18.11.1 Company Overview
    • 18.11.2 Company Snapshot
    • 18.11.3 Business Segments
    • 18.11.4 Business Performance
    • 18.11.5 Product Offerings
    • 18.11.6 Key Developmental Strategies
    • 18.11.7 SWOT Analysis
  • 18.12 Lunit
    • 18.12.1 Company Overview
    • 18.12.2 Company Snapshot
    • 18.12.3 Business Segments
    • 18.12.4 Business Performance
    • 18.12.5 Product Offerings
    • 18.12.6 Key Developmental Strategies
    • 18.12.7 SWOT Analysis
  • 18.13 CureMetrix
    • 18.13.1 Company Overview
    • 18.13.2 Company Snapshot
    • 18.13.3 Business Segments
    • 18.13.4 Business Performance
    • 18.13.5 Product Offerings
    • 18.13.6 Key Developmental Strategies
    • 18.13.7 SWOT Analysis
  • 18.14 Vuno
    • 18.14.1 Company Overview
    • 18.14.2 Company Snapshot
    • 18.14.3 Business Segments
    • 18.14.4 Business Performance
    • 18.14.5 Product Offerings
    • 18.14.6 Key Developmental Strategies
    • 18.14.7 SWOT Analysis
  • 18.15 Koios Medical
    • 18.15.1 Company Overview
    • 18.15.2 Company Snapshot
    • 18.15.3 Business Segments
    • 18.15.4 Business Performance
    • 18.15.5 Product Offerings
    • 18.15.6 Key Developmental Strategies
    • 18.15.7 SWOT Analysis
  • 18.16 DeepTek
    • 18.16.1 Company Overview
    • 18.16.2 Company Snapshot
    • 18.16.3 Business Segments
    • 18.16.4 Business Performance
    • 18.16.5 Product Offerings
    • 18.16.6 Key Developmental Strategies
    • 18.16.7 SWOT Analysis
  • 18.17 Qlarity Imaging
    • 18.17.1 Company Overview
    • 18.17.2 Company Snapshot
    • 18.17.3 Business Segments
    • 18.17.4 Business Performance
    • 18.17.5 Product Offerings
    • 18.17.6 Key Developmental Strategies
    • 18.17.7 SWOT Analysis
  • 18.18 Behold.ai
    • 18.18.1 Company Overview
    • 18.18.2 Company Snapshot
    • 18.18.3 Business Segments
    • 18.18.4 Business Performance
    • 18.18.5 Product Offerings
    • 18.18.6 Key Developmental Strategies
    • 18.18.7 SWOT Analysis
  • 18.19 RadLogics
    • 18.19.1 Company Overview
    • 18.19.2 Company Snapshot
    • 18.19.3 Business Segments
    • 18.19.4 Business Performance
    • 18.19.5 Product Offerings
    • 18.19.6 Key Developmental Strategies
    • 18.19.7 SWOT Analysis
  • 18.20 Volpara Health Technologies
    • 18.20.1 Company Overview
    • 18.20.2 Company Snapshot
    • 18.20.3 Business Segments
    • 18.20.4 Business Performance
    • 18.20.5 Product Offerings
    • 18.20.6 Key Developmental Strategies
    • 18.20.7 SWOT Analysis
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