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1740648

電腦輔助檢測市場分析及預測（至 2034 年）：類型、產品、服務、技術、應用、最終用戶、組件、部署、設備

Computer-Aided Detection Market Analysis and Forecast to 2034: Type, Product, Services, Technology, Application, End User, Component, Deployment, Device
出版日期: | 出版商: Global Insight Services | 英文 373 Pages | 商品交期: 3-5個工作天內

價格
簡介目錄

電腦輔助檢測市場預計將從2024年的8.591億美元增加到2034年的14.397億美元，複合年成長率約為5.3%。該市場涵蓋協助放射科醫生解讀醫學影像並透過自動檢測異常來提高診斷準確性的技術。在機器學習和影像處理技術進步的推動下，該市場滿足了醫療保健領域對高效診斷工具日益成長的需求。對疾病早期檢測的關注支持了腫瘤學、循環系統和神經病學等多種應用，同時也促進了演算法開發及其與現有醫療圖像系統整合的創新。

市場概況：

電腦輔助檢測 (CAD) 市場細分為乳癌、肺癌、大腸癌、前列腺癌、肝癌等，其中乳癌CAD 佔據市場主導地位。這種主導地位歸因於乳癌的高盛行率、認知的提高以及早期檢測在提高存活率方面的關鍵作用。顯像模式和人工智慧驅動演算法的技術進步進一步推動了這一細分市場的成長。肺癌 CAD 是一個新興的細分市場，由於 CT 影像診斷的進步和越來越重視早期檢測以改善患者預後而獲得關注。人工智慧和機器學習在 CAD 系統中的整合徹底改變了診斷的準確性和效率，增強了它們在醫療機構中的應用。此外，對個人化醫療和精準診斷的日益重視正在推動對針對特定癌症類型量身定做的 CAD 解決方案的需求，這可能會擴大新興細分市場的覆蓋範圍和影響力。

市場區隔
類型 乳房X光攝影光照射、超音波、磁振造影（MRI）、斷層合成、電腦斷層掃描（CT）、X光影像
產品 軟體解決方案、硬體系統、整合解決方案、獨立系統
服務 安裝服務、培訓和教育、維護和支援、諮詢服務
科技 深度學習、機器學習、人工智慧、模式辨識、電腦視覺
目的 乳癌、肺癌、結腸癌、攝護腺癌、肝癌、循環系統疾病、神經系統疾病
最終用戶 醫院、診斷中心、學術研究機構和專科診所
成分 軟體、硬體
擴張 本地部署，雲端基礎
裝置 工作站、行動裝置

主要趨勢和促進因素：

電腦輔助檢測 (CAD) 市場正經歷強勁成長，這主要得益於醫學影像處理和人工智慧技術的進步。主要趨勢包括機器學習演算法的整合，該演算法可提高診斷準確性並減少誤報。這項技術創新顯著提高了疾病的早期檢測能力，尤其是在腫瘤學和放射學領域，從而改善了患者的治療效果。另一個重要趨勢是，隨著醫療意識的增強和醫療基礎設施的不斷擴展，新興市場對 CAD 系統的採用日益增加。隨著患者和醫療保健提供者尋求更安全、更有效率的診斷方法，對非侵入性診斷工具的需求也在推動市場成長。監管支援和優惠的報銷政策進一步加速了 CAD 技術的普及。此外，個人化醫療的趨勢也推動了對先進診斷工具（包括 CAD 系統）的需求，以便根據患者的個人需求量身定做治療方案。對於那些開發創新 CAD 解決方案的公司來說，機會無限，這些解決方案可以與現有醫療保健系統無縫整合，並提供即時洞察並改善臨床工作流程。隨著全球醫療保健格局的演變，在技術、監管環境和消費者主導力量的共同推動下，CAD 市場預計將持續擴張。

主要限制因素和挑戰

電腦輔助檢測市場面臨諸多關鍵限制因素與挑戰。主要挑戰在於先進檢測系統成本高昂，限制了其在小型醫療機構和發展中地區的普及。這一經濟壁壘阻礙了其廣泛應用並融入現有醫療框架。此外，能夠操作和解讀此類先進系統的熟練專業人員嚴重短缺，導致其利用率低和部署效率低下。資料隱私問題進一步加劇了市場格局，因為人工智慧和機器學習的整合需要處理敏感的患者數據，從而引發倫理和監管問題。由於各種軟體和硬體系統難以有效通訊，導致無縫整合，市場也面臨技術互通性的挑戰。最後，一些醫療專業人士對電腦輔助檢測技術的有效性和可靠性持續持懷疑態度，這減緩了其應用速度並阻礙了市場成長。總而言之，這些挑戰構成了市場擴張的重大障礙。

目錄

第 1 章 電腦輔助檢測市場概述

  • 研究目標
  • 電腦輔助檢測市場定義和範圍
  • 報告限制
  • 調查年份和貨幣
  • 調查方法

第2章執行摘要

第3章重要考察

第4章 電腦輔助檢測市場展望

  • 電腦輔助檢測市場區隔
  • 市場動態
  • 波特五力分析
  • PESTLE分析
  • 價值鏈分析
  • 4P模型
  • 安索夫矩陣

第5章電腦輔助檢測市場策略

  • 母市場分析
  • 供需分析
  • 消費者購買意向
  • 案例研究分析
  • 定價分析
  • 監管狀況
  • 供應鏈分析
  • 競爭產品分析
  • 近期動態

6.電腦輔助檢測市場規模

  • 電腦輔助檢測市場規模（按價值）
  • 電腦輔助檢測市場規模（按數量）

7. 電腦輔助檢測市場（按類型）

  • 市場概覽
  • 乳房X光攝影
  • 超音波
  • 磁振造影（MRI）
  • 斷層合成
  • 電腦斷層掃描（CT）
  • X光影像
  • 其他

8. 電腦輔助檢測市場（按產品）

  • 市場概覽
  • 軟體解決方案
  • 硬體系統
  • 整合解決方案
  • 獨立系統
  • 其他

9. 電腦輔助檢測市場（按服務）

  • 市場概覽
  • 安裝服務
  • 培訓和教育
  • 維護和支援
  • 諮詢服務
  • 其他

第10章 電腦輔助檢測市場（按技術）

  • 市場概覽
  • 深度學習
  • 機器學習
  • 人工智慧
  • 模式識別
  • 電腦視覺
  • 其他

第 11 章 電腦輔助檢測市場（按應用）

  • 市場概覽
  • 乳癌
  • 肺癌
  • 大腸直腸癌
  • 攝護腺癌
  • 肝癌
  • 心血管疾病
  • 神經系統疾病
  • 其他

第 12 章 電腦輔助偵測市場（依最終使用者）

  • 市場概覽
  • 醫院
  • 診斷中心
  • 學術和研究機構
  • 專科診所
  • 其他

第 13 章。電腦輔助檢測市場（按組件）

  • 市場概覽
  • 軟體
  • 硬體
  • 其他

第 14 章 電腦輔助偵測市場（按部署）

  • 市場概覽
  • 本地
  • 雲端基礎
  • 其他

15. 電腦輔助檢測市場（按設備）

  • 市場概覽
  • 工作站
  • 行動裝置
  • 其他

第16章 電腦輔助檢測市場（按地區）

  • 概述
  • 北美洲
    • 美國
    • 加拿大
  • 歐洲
    • 英國
    • 德國
    • 法國
    • 西班牙
    • 義大利
    • 荷蘭
    • 瑞典
    • 瑞士
    • 丹麥
    • 芬蘭
    • 俄羅斯
    • 其他歐洲國家
  • 亞太地區
    • 中國
    • 印度
    • 日本
    • 韓國
    • 澳洲
    • 新加坡
    • 印尼
    • 台灣
    • 馬來西亞
    • 其他亞太地區
  • 拉丁美洲
    • 巴西
    • 墨西哥
    • 阿根廷
    • 其他拉丁美洲
  • 中東和非洲
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 南非
    • 其他中東和非洲地區

第17章競爭格局

  • 概述
  • 市場佔有率分析
  • 主要企業定位
  • 衝突領導地圖
  • 供應商基準化分析
  • 發展策略基準化分析

第18章 公司簡介

  • 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
簡介目錄
Product Code: GIS26962

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