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コンピュータ支援検出市場の分析と2034年までの予測：タイプ、製品、サービス、テクノロジー、用途、エンドユーザー、コンポーネント、展開、デバイス

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

出版日
ページ情報
英文 373 Pages
納期
3～5営業日
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=144.76円
コンピュータ支援検出市場の分析と2034年までの予測：タイプ、製品、サービス、テクノロジー、用途、エンドユーザー、コンポーネント、展開、デバイス
出版日: 2025年06月02日
発行: Global Insight Services
ページ情報: 英文 373 Pages
納期: 3～5営業日
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概要

コンピュータ支援検出市場は、2024年の8億5,910万米ドルから2034年には14億3,970万米ドルに拡大し、約5.3％のCAGRで成長すると予測されています。この市場には、放射線科医による医療画像の判読を支援し、異常の自動検出を通じて診断精度を高めるための技術が含まれます。この市場は、機械学習と画像処理の進歩によって牽引され、ヘルスケアにおける効率的な診断ツールに対する需要の高まりに対応しています。疾病の早期発見に重点を置き、腫瘍学、循環器学、神経学など多様なアプリケーションをサポートする一方、アルゴリズム開発や既存の医用画像システムとの統合におけるイノベーションを促進します。

市場概要：

コンピュータ支援検出（CAD）市場は、乳がん、肺がん、大腸がん、前立腺がん、肝臓がん、その他に区分され、乳がんCADが市場をリードしています。この優位性は、乳がんの有病率の高さ、認知度の向上、生存率の向上における早期発見の重要な役割に起因しています。画像モダリティとAI駆動アルゴリズムにおける技術的進歩が、このセグメントの成長をさらに後押ししています。肺がんCADは新たなサブセグメントであり、CT画像診断の進歩や、患者の予後を改善するための早期発見への注目の高まりによって牽引力を増しています。CADシステムにおけるAIと機械学習の統合は、診断精度と効率に革命をもたらし、ヘルスケア施設全体での採用を強化しています。さらに、個別化医療と精密診断が重視されるようになったことで、特定のがん種に合わせたCADソリューションの需要が高まっており、市場の新興サブセグメントの範囲と影響力が拡大する可能性があります。

市場セグメンテーション
タイプ マンモグラフィ、超音波、磁気共鳴画像法（MRI）、トモシンセシス、コンピュータ断層撮影法（CT）、X線画像診断
製品 ソフトウェアソリューション、ハードウェアシステム、統合ソリューション、スタンドアロンシステム
サービス 設置サービス、トレーニングおよび教育、メンテナンスおよびサポート、コンサルティングサービス
テクノロジー ディープラーニング、機械学習、人工知能、パターン認識、コンピュータビジョン
用途 乳がん、肺がん、大腸がん、前立腺がん、肝臓がん、循環器疾患、神経疾患
エンドユーザー 病院、診断センター、学術研究機関、専門クリニック
コンポーネント ソフトウェア、ハードウェア
展開 オンプレミス、クラウドベース
デバイス ワークステーション、モバイルデバイス

主要動向と促進要因：

コンピュータ支援検出（CAD）市場は、主に医療用画像処理と人工知能の技術進歩によって力強い成長を遂げています。主な動向には、診断精度を高め、偽陽性を減らす機械学習アルゴリズムの統合が含まれます。この技術革新は、特に腫瘍学や放射線学において疾患の早期発見を大幅に改善し、患者の転帰改善につながります。もう一つの重要な動向は、医療意識の高まりとヘルスケアインフラの拡大を背景に、新興市場でCADシステムの採用が増加していることです。患者や医療提供者がより安全で効率的な診断方法を求めているため、非侵襲的な診断ツールに対する需要も市場の成長を後押ししています。規制当局の支援と有利な償還政策は、CAD技術の採用をさらに加速させています。さらに、個別化医療の動向は、個々の患者のニーズに合わせた治療を行うために、CADシステムを含む高度な診断ツールの必要性を高めています。既存のヘルスケアシステムとシームレスに統合し、リアルタイムの洞察と臨床ワークフローの改善を提供する革新的なCADソリューションを開発する企業には、ビジネスチャンスがあふれています。世界のヘルスケア情勢が進化する中、CAD市場は、技術、規制状況、消費者主導の力の合流によって、持続的な拡大が見込まれています。

主な抑制要因と課題

コンピュータ支援検出市場には、いくつかの重要な抑制要因と課題があります。主な課題は、高度な検出システムのコストが高いことで、小規模なヘルスケア施設や発展途上地域での利用が制限されています。この経済的障壁は、既存のヘルスケアフレームワークへの広範な導入と統合の妨げとなっています。さらに、このような高度なシステムを操作・解釈できる熟練した専門家の不足が顕著であり、その結果、十分に活用されず、展開が非効率的になっています。AIと機械学習の統合により、機密性の高い患者データの取り扱いが必要となり、倫理的・規制的問題が生じるため、データプライバシーに関する懸念が情勢をさらに複雑にしています。また、さまざまなソフトウェアやハードウェアシステムが効果的な通信に苦労し、シームレスな統合を妨げているため、市場は技術的な相互運用性の課題にも取り組んでいます。最後に、一部のヘルスケア専門家の間には、コンピュータ支援検出技術の有効性と信頼性に関して懐疑的な見方が根強く、これが採用を遅らせ、市場成長の妨げとなっています。これらの課題は総体として、市場拡大の大きな障害となっています。

目次

第1章 コンピュータ支援検出市場の概要

  • 調査目的
  • コンピュータ支援検出市場の定義と調査範囲
  • レポートの制限事項
  • 調査対象年および通貨
  • 調査手法

第2章 エグゼクティブサマリー

第3章 市場に関する重要考察

第4章 コンピュータ支援検出市場の展望

  • コンピュータ支援検出市場のセグメンテーション
  • 市場力学
  • ポーターのファイブフォース分析
  • PESTLE分析
  • バリューチェーン分析
  • 4Pモデル
  • ANSOFFマトリックス

第5章 コンピュータ支援検出の市場戦略

  • 親市場分析
  • 需給分析
  • 消費者の購買意欲
  • ケーススタディ分析
  • 価格分析
  • 規制状況
  • サプライチェーン分析
  • 競合製品分析
  • 最近の動向

第6章 コンピュータ支援検出の市場規模

  • コンピュータ支援検出の市場規模：金額別
  • コンピュータ支援検出の市場規模、数量別

第7章 コンピュータ支援検出市場：タイプ別

  • 市場概要
  • マンモグラフィ
  • 超音波
  • 磁気共鳴画像法（MRI）
  • トモシンセシス
  • コンピュータ断層撮影（CT）
  • X線画像診断
  • その他

第8章 コンピュータ支援検出市場：製品別

  • 市場概要
  • ソフトウェアソリューション
  • ハードウェアシステム
  • 統合ソリューション
  • スタンドアロン・システム
  • その他

第9章 コンピュータ支援検出市場：サービス別

  • 市場概要
  • 設置サービス
  • トレーニングと教育
  • メンテナンスとサポート
  • コンサルティングサービス
  • その他

第10章 コンピュータ支援検出市場：テクノロジー別

  • 市場概要
  • ディープラーニング
  • 機械学習
  • 人工知能
  • パターン認識
  • コンピュータビジョン
  • その他

第11章 コンピュータ支援検出市場、用途別

  • 市場概要
  • 乳がん
  • 肺がん
  • 大腸がん
  • 前立腺がん
  • 肝臓がん
  • 心血管疾患
  • 神経疾患
  • その他

第12章 コンピュータ支援検出市場：エンドユーザー別

  • 市場概要
  • 病院
  • 診断センター
  • 学術・研究機関
  • 専門クリニック
  • その他

第13章 コンピュータ支援検出市場：コンポーネント別

  • 市場概要
  • ソフトウェア
  • ハードウェア
  • その他

第14章 コンピュータ支援検出市場：展開別

  • 市場概要
  • オンプレミス
  • クラウドベース
  • その他

第15章 コンピュータ支援検出市場、デバイス別

  • 市場概要
  • ワークステーション
  • モバイル機器
  • その他

第16章 コンピュータ支援検出市場：地域別

  • 概要
  • 北米
    • 米国
    • カナダ
  • 欧州
    • 英国
    • ドイツ
    • フランス
    • スペイン
    • イタリア
    • オランダ
    • スウェーデン
    • スイス
    • デンマーク
    • フィンランド
    • ロシア
    • その他欧州
  • アジア太平洋
    • 中国
    • インド
    • 日本
    • 韓国
    • オーストラリア
    • シンガポール
    • インドネシア
    • 台湾
    • マレーシア
    • その他アジア太平洋地域
  • ラテンアメリカ
    • ブラジル
    • メキシコ
    • アルゼンチン
    • その他ラテンアメリカ
  • 中東・アフリカ
    • サウジアラビア
    • アラブ首長国連邦
    • 南アフリカ
    • その他中東・アフリカ

第17章 競合情勢

  • 概要
  • 市場シェア分析
  • 主要企業のポジショニング
  • 競合リーダーシップマッピング
  • ベンダーベンチマーキング
  • 開発戦略のベンチマーキング

第18章 企業プロファイル

  • 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
目次
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