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医療診断における人工知能（AI）市場分析と2034年までの予測：タイプ、製品、サービス、技術、コンポーネント、用途、デバイス、展開、エンドユーザー、機能

Artificial Intelligence (AI) in Medical Diagnostics Market Analysis and Forecast to 2034: Type, Product, Services, Technology, Component, Application, Device, Deployment, End User, Functionality

出版日
ページ情報
英文 470 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=143.57円
医療診断における人工知能（AI）市場分析と2034年までの予測：タイプ、製品、サービス、技術、コンポーネント、用途、デバイス、展開、エンドユーザー、機能
出版日: 2025年04月01日
発行: Global Insight Services
ページ情報: 英文 470 Pages
納期: 3～5営業日
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概要

医療診断における人工知能（AI）市場は、2024年の14億米ドルから2034年には127億米ドルに拡大し、約24.7％のCAGRで成長すると予測されます。同市場は、医療における診断精度と効率を高めるAI主導のソリューションを包含します。これらの技術は、機械学習アルゴリズムを活用して画像や病理などの医療データを分析し、病気の早期発見や個別化された治療計画を促進します。同市場は、医療のデジタル化の進展、診断ツールの改善需要、AI機能の進歩によって推進され、技術革新と投資の大きな機会をもたらしています。

市場概要

医療診断におけるAI市場は、画像診断、データ管理、意思決定支援システムに区分されます。画像診断は、AIアルゴリズムが画像分析の精度と効率を高める放射線学と病理学におけるAIの統合の増加により、市場をリードしています。この優位性は、ディープラーニングとコンピュータビジョンの技術的進歩によるもので、これにより診断精度が大幅に向上し、ヒューマンエラーが減少しています。さらに、慢性疾患の有病率の上昇は、先進的診断ソリューションを必要とし、需要をさらに促進しています。新たなサブセグメントには、遺伝子プロファイルに基づいてオーダーメイドの治療計画を可能にすることで診断学に革命を起こす態勢を整えた、AI主導のゲノミクスと個別化医療が含まれます。これらのサブセグメントは、より正確で個別化された診断ソリューションを提供することで患者ケアを変革し、最終的には転帰を改善する可能性を秘めています。さらに、AIとウェアラブルデバイスの統合は勢いを増しており、リアルタイムの健康モニタリングと病気の早期発見を提供することで、予防医療戦略に大きな影響を与える可能性があります。

市場セグメンテーション
タイプ 機械学習、ディープラーニング、自然言語処理、ルールベースシステム
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、統合プラットフォーム、AI搭載イメージングツール
サービス 導入サービス、コンサルティングサービス、サポート＆メンテナンス、トレーニング＆教育
技術 ニューラルネットワーク、コンピュータビジョン、音声認識、遺伝的アルゴリズム
コンポーネント AIアルゴリズム、データ管理、クラウドサービス、エッジコンピューティング
用途 放射線学、病理学、心臓病学、腫瘍学、神経学、ゲノミクス、救急医療
デバイス 携帯型デバイス、据置型デバイス、ウェアラブルデバイス
展開 クラウドベース、オンプレミス、ハイブリッド
エンドユーザー 病院、診断ラボ、学術・研究機関、外来医療センター
機能 自動診断、予測分析、臨床ワークフロー管理、意思決定支援システム

AI主導の診断ツールは、画像診断モダリティと予測分析が採用をリードし、大きな牽引力となっています。このシフトは、診断の精度と効率を高めるために医療部門がAIへの依存度を高めていることに後押しされています。北米は、先進的な医療インフラと早期の技術導入により、依然として最前線にあります。一方、アジア太平洋は、医療のデジタル化とAI研究への投資の急増に後押しされ、力強い成長を遂げています。産業の主要参入企業は、競争優位性を維持するために戦略的提携やイノベーションに積極的に取り組んでいます。米国や欧州連合（EU）などの地域の規制状況は極めて重要であり、安全性と有効性を確保する枠組みを確立することで、市場の力学に影響を与えています。ディープラーニングと自然言語処理の進歩が診断能力に革命をもたらすと予想されることから、将来は大きな期待が寄せられています。しかし、同市場は、データプライバシーに関する懸念や強固な検証研究の必要性といった課題に直面しています。それでも、AI技術の絶え間ない進化は、医療診断における成長と変革に有利な機会をもたらします。

主要動向と促進要因

医療診断におけるAI市場は、技術の進歩と医療のデジタル化の進展に後押しされて急成長を遂げています。主要動向は、AIと画像技術の融合であり、病気の検出と診断の精度を高めています。この融合は放射線学と病理学に革命をもたらし、より迅速で正確な診断につながっています。もう一つの重要な動向は、遠隔医療におけるAIを活用した診断ツールの採用です。これらのツールは、特に遠隔地や十分なサービスを受けていない地域における医療サービスへのアクセスを向上させています。AIは個々の患者データに基づいてオーダーメイドの治療計画を可能にするため、個別化医療の台頭も市場成長の原動力となっています。この市場促進要因には、慢性疾患の蔓延の拡大や、患者の予後を改善するための早期診断の必要性などがあります。費用対効果の高い診断ソリューションへの需要が高まっており、医療プロバイダーがAI技術を採用することを後押ししています。さらに、政府の支援施策とAI研究への投資がイノベーションと市場拡大を促進しています。医療のインフラが進化している新興市場にはビジネス機会が豊富にあり、AIは診断能力の強化において極めて重要な役割を果たすことができます。

抑制と課題

医療診断におけるAI市場は、いくつかの重大な抑制要因と課題に直面しています。主要懸念は規制状況で、規制状況は依然として複雑で、しばしば技術の進歩に遅れをとり、不確実性を生み出して普及を遅らせています。患者データは機密性が高く、厳格な保護措置が必要なため、データの共有と統合を複雑にしています。既存の医療ワークフローへのAIシステムの統合は煩雑で、インフラやプロセスの大幅な変更が必要となり、医療プロバイダーの足かせとなる可能性があります。さらに、医療従事者がAI技術に関する十分なトレーニングを受けていないため、効果的な導入と活用が阻害され、スキル格差が顕著です。最後に、AIソリューションの開発と導入に伴う高額なコストは、特に小規模な医療機関にとっては法外であり、市場浸透を制限する可能性があります。これらの課題は総体的に、医療診断におけるAI技術の急速な拡大と統合を妨げています。

目次

第1章 医療診断における人工知能（AI）市場概要

  • 調査目的
  • 医療診断における人工知能（AI）市場の定義と調査範囲
  • レポートの制限事項
  • 調査対象年と通貨
  • 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 医療診断における人工知能（AI）市場展望

  • 医療診断における人工知能（AI）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 医療診断における人工知能（AI）市場戦略

  • 親市場分析
  • 需給分析
  • 消費者の購買意欲
  • 使用事例分析
  • 価格分析
  • 規制状況
  • サプライチェーン分析
  • 競合製品分析

第6章 医療診断における人工知能（AI）の市場規模

  • 医療診断における人工知能（AI）の市場規模：金額別
  • 医療診断における人工知能（AI）の市場規模：数量別

第7章 医療診断における人工知能（AI）市場：タイプ別

  • 市場概要
  • 機械学習
  • ディープラーニング
  • 自然言語処理
  • ルールベースシステム
  • その他

第8章 医療診断における人工知能（AI）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
  • 統合プラットフォーム
  • AI搭載イメージングツール
  • その他

第9章 医療診断における人工知能（AI）市場：サービス別

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

第10章 医療診断における人工知能（AI）市場：技術別

  • 市場概要
  • ニューラルネットワーク
  • コンピュータビジョン
  • 音声認識
  • 遺伝的アルゴリズム
  • その他

第11章 医療診断における人工知能（AI）市場：コンポーネント別

  • 市場概要
  • AIアルゴリズム
  • データ管理
  • クラウドサービス
  • エッジコンピューティング
  • その他

第12章 医療診断における人工知能（AI）市場：用途別

  • 市場概要
  • 放射線学
  • 病理学
  • 心臓病学
  • 腫瘍学
  • 神経学
  • ゲノミクス
  • 救急医療
  • その他

第13章 医療診断における人工知能（AI）市場：デバイス別

  • 市場概要
  • 携帯型デバイス
  • 据置型デバイス
  • ウェアラブルデバイス
  • その他

第14章 医療診断における人工知能（AI）市場：展開別

  • 市場概要
  • クラウドベース
  • オンプレミス
  • ハイブリッド
  • その他

第15章 医療診断における人工知能（AI）市場：エンドユーザー別

  • 市場概要
  • 病院
  • 診断ラボ
  • 学術・研究機関
  • 外来医療センター
  • その他

第16章 医療診断における人工知能（AI）市場：機能別

  • 市場概要
  • 自動診断
  • 予測分析
  • 臨床ワークフロー管理
  • 意思決定支援システム
  • その他

第17章 医療診断における人工知能（AI）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
    • その他の欧州
  • 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
    • その他のアジア太平洋
  • ラテンアメリカ
    • ブラジル
    • メキシコ
    • アルゼンチン
    • その他のラテンアメリカ
  • 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
    • その他の中東・アフリカ

第18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19章 企業プロファイル

  • Zebra Medical Vision
  • Aidoc
  • Viz.ai
  • Qure.ai
  • Enlitic
  • PathAI
  • MaxQ AI
  • Butterfly Network
  • Proscia
  • Lunit
  • Tempus
  • Arterys
  • VUNO
  • Riverain Technologies
  • DeepMind Health
  • iCAD
  • Aidence
  • CureMetrix
  • ScreenPoint Medical
  • Koios Medical
目次
Product Code: GIS20960

Artificial Intelligence (AI) in Medical Diagnostics Market is anticipated to expand from $1.4 billion in 2024 to $12.7 billion by 2034, growing at a CAGR of approximately 24.7%. The market encompasses AI-driven solutions that enhance diagnostic accuracy and efficiency in healthcare. These technologies leverage machine learning algorithms to analyze medical data, including imaging and pathology, facilitating early disease detection and personalized treatment plans. The market is propelled by increasing healthcare digitization, demand for improved diagnostic tools, and advancements in AI capabilities, presenting significant opportunities for innovation and investment.

Market Overview:

The AI in Medical Diagnostics Market is segmented into imaging, data management, and decision support systems. Imaging leads the market, driven by the increasing integration of AI in radiology and pathology, where AI algorithms enhance image analysis accuracy and efficiency. This dominance is attributed to the technological advancements in deep learning and computer vision, which have significantly improved diagnostic precision and reduced human error. Moreover, the rising prevalence of chronic diseases necessitates advanced diagnostic solutions, further propelling demand. Emerging sub-segments include AI-driven genomics and personalized medicine, poised to revolutionize diagnostics by enabling tailored treatment plans based on genetic profiles. These sub-segments hold the potential to transform patient care by offering more precise and individualized diagnostic solutions, ultimately improving outcomes. Additionally, the integration of AI with wearable devices is gaining momentum, providing real-time health monitoring and early disease detection, which could significantly impact preventive healthcare strategies.

Market Segmentation
TypeMachine Learning, Deep Learning, Natural Language Processing, Rule-Based Systems
ProductSoftware Solutions, Hardware Systems, Integrated Platforms, AI-Powered Imaging Tools
ServicesImplementation Services, Consulting Services, Support and Maintenance, Training and Education
TechnologyNeural Networks, Computer Vision, Speech Recognition, Genetic Algorithms
ComponentAI Algorithms, Data Management, Cloud Services, Edge Computing
ApplicationRadiology, Pathology, Cardiology, Oncology, Neurology, Genomics, Emergency Care
DevicePortable Devices, Stationary Devices, Wearable Devices
DeploymentCloud-Based, On-Premise, Hybrid
End UserHospitals, Diagnostic Laboratories, Academic and Research Institutions, Ambulatory Care Centers
FunctionalityAutomated Diagnosis, Predictive Analytics, Clinical Workflow Management, Decision Support Systems

AI-driven diagnostic tools are gaining significant traction, with imaging modalities and predictive analytics leading the adoption. This shift is propelled by the healthcare sector's increasing reliance on AI for enhanced accuracy and efficiency in diagnostics. North America remains at the forefront, attributed to its advanced healthcare infrastructure and early technological adoption. Meanwhile, the Asia-Pacific region is witnessing robust growth, fueled by burgeoning investments in healthcare digitization and AI research. Key industry players are actively engaging in strategic collaborations and innovations to maintain competitive advantage. Regulatory landscapes in regions like the United States and the European Union are pivotal, as they establish frameworks that ensure safety and efficacy, thereby influencing market dynamics. The future holds substantial promise, with advancements in deep learning and natural language processing expected to revolutionize diagnostic capabilities. However, the market faces challenges such as data privacy concerns and the need for robust validation studies. Nonetheless, the continuous evolution of AI technologies presents lucrative opportunities for growth and transformation in medical diagnostics.

Geographical Overview:

The Artificial Intelligence (AI) in Medical Diagnostics market is experiencing transformative growth across various regions, each with unique characteristics. North America leads the charge, driven by robust healthcare infrastructure and substantial investments in AI technologies. The presence of leading AI companies and research institutions further bolsters the region's dominance. Europe is not far behind, with significant investments in AI research and a strong regulatory framework supporting innovation. The region's focus on precision medicine and patient-centric care enhances its market prospects. In the Asia Pacific, the market is witnessing rapid expansion, propelled by technological advancements and increasing healthcare demands. Governments in the region are actively supporting AI integration, fostering a conducive environment for growth. The development of smart hospitals and digital health initiatives further accelerates market dynamics. Latin America is emerging as a promising market, with growing investments in healthcare infrastructure and a rising awareness of AI's potential in diagnostics. The Middle East & Africa are also recognizing the importance of AI in transforming healthcare diagnostics. Governments and private sectors are collaborating to enhance healthcare services through AI, driving market growth. The region's focus on modernizing healthcare systems and improving patient outcomes is a significant factor in its increasing market appeal. Overall, the AI in Medical Diagnostics market is poised for substantial growth, with each region contributing uniquely to its evolution.

Recent Developments:

In recent months, the Artificial Intelligence (AI) in Medical Diagnostics Market has witnessed several pivotal developments. GE Healthcare has announced a strategic partnership with a leading AI firm to enhance its diagnostic imaging capabilities, aiming to integrate advanced AI algorithms into its ultrasound systems. This collaboration underscores the growing trend of AI integration in medical diagnostics to improve accuracy and efficiency. Meanwhile, Siemens Healthineers has launched a new AI-powered diagnostic tool that promises to revolutionize early disease detection, particularly in oncology. This innovation is expected to significantly reduce diagnostic times and improve patient outcomes. In a significant merger and acquisition move, a prominent AI startup specializing in diagnostic algorithms was acquired by a major healthcare conglomerate, highlighting the consolidation trend in the market. Regulatory updates have also been notable, with the FDA fast-tracking approvals for AI-driven diagnostic tools, reflecting the urgency and importance of these technologies. Lastly, a joint venture between a leading pharmaceutical company and an AI firm aims to develop predictive analytics tools, further expanding the role of AI in personalized medicine and diagnostics. These developments collectively illustrate the dynamic and rapidly evolving landscape of AI in medical diagnostics.

Key Trends and Drivers:

The AI in Medical Diagnostics market is experiencing rapid growth propelled by technological advancements and increased healthcare digitization. A key trend is the integration of AI with imaging technologies, enhancing precision in disease detection and diagnosis. This convergence is revolutionizing radiology and pathology, leading to faster and more accurate diagnostics. Another significant trend is the adoption of AI-powered diagnostic tools in telemedicine. These tools are improving access to healthcare services, especially in remote and underserved regions. The rise of personalized medicine is also driving market growth, as AI enables tailored treatment plans based on individual patient data. Drivers of this market include the growing prevalence of chronic diseases and the need for early diagnosis to improve patient outcomes. The demand for cost-effective diagnostic solutions is increasing, pushing healthcare providers to adopt AI technologies. Furthermore, supportive government policies and investments in AI research are fostering innovation and market expansion. Opportunities abound in emerging markets where healthcare infrastructure is evolving, and AI can play a pivotal role in enhancing diagnostic capabilities.

Restraints and Challenges:

The AI in Medical Diagnostics Market is confronted with several significant restraints and challenges. A primary concern is the regulatory landscape, which remains complex and often lags behind technological advancements, creating uncertainty and slowing adoption. Data privacy issues also pose a significant challenge, as patient data is sensitive and requires stringent protection measures, complicating data sharing and integration. The integration of AI systems into existing medical workflows can be cumbersome, requiring significant changes in infrastructure and processes, which can deter healthcare providers. Additionally, there is a notable skills gap, as the workforce lacks sufficient training in AI technologies, inhibiting their effective implementation and utilization. Lastly, the high costs associated with developing and deploying AI solutions can be prohibitive, especially for smaller healthcare institutions, limiting market penetration. These challenges collectively impede the rapid expansion and integration of AI technologies in medical diagnostics.

Key Companies:

Zebra Medical Vision, Aidoc, Viz.ai, Qure.ai, Enlitic, Path AI, Max Q AI, Butterfly Network, Proscia, Lunit, Tempus, Arterys, VUNO, Riverain Technologies, Deep Mind Health, i CAD, Aidence, Cure Metrix, Screen Point Medical, Koios Medical

Sources:

World Health Organization, U.S. Food and Drug Administration, European Medicines Agency, National Institutes of Health, Centers for Disease Control and Prevention, World Medical Association, International Society for Computational Biology, Radiological Society of North America, American College of Radiology, European Society of Radiology, International Conference on Medical Image Computing and Computer-Assisted Intervention, Artificial Intelligence in Medicine Conference, IEEE International Symposium on Biomedical Imaging, International Conference on Machine Learning, Association for the Advancement of Artificial Intelligence, Johns Hopkins University - Department of Biomedical Engineering, Stanford University - Center for Artificial Intelligence in Medicine & Imaging, Massachusetts Institute of Technology - Computer Science and Artificial Intelligence Laboratory, University of Oxford - Institute of Biomedical Engineering, Harvard University - Center for Biomedical Informatics

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: Artificial Intelligence (AI) in Medical Diagnostics Market Overview

  • 1.1 Objectives of the Study
  • 1.2 Artificial Intelligence (AI) in Medical Diagnostics 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 Component
  • 2.8 Key Highlights of the Market, by Application
  • 2.9 Key Highlights of the Market, by Device
  • 2.10 Key Highlights of the Market, by Deployment
  • 2.11 Key Highlights of the Market, by End User
  • 2.12 Key Highlights of the Market, by Functionality
  • 2.13 Key Highlights of the Market, by North America
  • 2.14 Key Highlights of the Market, by Europe
  • 2.15 Key Highlights of the Market, by Asia-Pacific
  • 2.16 Key Highlights of the Market, by Latin America
  • 2.17 Key Highlights of the Market, by Middle East
  • 2.18 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 Component
  • 3.7 Market Attractiveness Analysis, by Application
  • 3.8 Market Attractiveness Analysis, by Device
  • 3.9 Market Attractiveness Analysis, by Deployment
  • 3.10 Market Attractiveness Analysis, by End User
  • 3.11 Market Attractiveness Analysis, by Functionality
  • 3.12 Market Attractiveness Analysis, by North America
  • 3.13 Market Attractiveness Analysis, by Europe
  • 3.14 Market Attractiveness Analysis, by Asia-Pacific
  • 3.15 Market Attractiveness Analysis, by Latin America
  • 3.16 Market Attractiveness Analysis, by Middle East
  • 3.17 Market Attractiveness Analysis, by Africa

4: Artificial Intelligence (AI) in Medical Diagnostics Market Outlook

  • 4.1 Artificial Intelligence (AI) in Medical Diagnostics 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: Artificial Intelligence (AI) in Medical Diagnostics 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: Artificial Intelligence (AI) in Medical Diagnostics Market Size

  • 6.1 Artificial Intelligence (AI) in Medical Diagnostics Market Size, by Value
  • 6.2 Artificial Intelligence (AI) in Medical Diagnostics Market Size, by Volume

7: Artificial Intelligence (AI) in Medical Diagnostics Market, by Type

  • 7.1 Market Overview
  • 7.2 Machine Learning
    • 7.2.1 Key Market Trends & Opportunity Analysis
    • 7.2.2 Market Size and Forecast, by Region
  • 7.3 Deep Learning
    • 7.3.1 Key Market Trends & Opportunity Analysis
    • 7.3.2 Market Size and Forecast, by Region
  • 7.4 Natural Language Processing
    • 7.4.1 Key Market Trends & Opportunity Analysis
    • 7.4.2 Market Size and Forecast, by Region
  • 7.5 Rule-Based Systems
    • 7.5.1 Key Market Trends & Opportunity Analysis
    • 7.5.2 Market Size and Forecast, by Region
  • 7.6 Others
    • 7.6.1 Key Market Trends & Opportunity Analysis
    • 7.6.2 Market Size and Forecast, by Region

8: Artificial Intelligence (AI) in Medical Diagnostics 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 Platforms
    • 8.4.1 Key Market Trends & Opportunity Analysis
    • 8.4.2 Market Size and Forecast, by Region
  • 8.5 AI-Powered Imaging Tools
    • 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: Artificial Intelligence (AI) in Medical Diagnostics Market, by Services

  • 9.1 Market Overview
  • 9.2 Implementation Services
    • 9.2.1 Key Market Trends & Opportunity Analysis
    • 9.2.2 Market Size and Forecast, by Region
  • 9.3 Consulting Services
    • 9.3.1 Key Market Trends & Opportunity Analysis
    • 9.3.2 Market Size and Forecast, by Region
  • 9.4 Support and Maintenance
    • 9.4.1 Key Market Trends & Opportunity Analysis
    • 9.4.2 Market Size and Forecast, by Region
  • 9.5 Training and Education
    • 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: Artificial Intelligence (AI) in Medical Diagnostics Market, by Technology

  • 10.1 Market Overview
  • 10.2 Neural Networks
    • 10.2.1 Key Market Trends & Opportunity Analysis
    • 10.2.2 Market Size and Forecast, by Region
  • 10.3 Computer Vision
    • 10.3.1 Key Market Trends & Opportunity Analysis
    • 10.3.2 Market Size and Forecast, by Region
  • 10.4 Speech Recognition
    • 10.4.1 Key Market Trends & Opportunity Analysis
    • 10.4.2 Market Size and Forecast, by Region
  • 10.5 Genetic Algorithms
    • 10.5.1 Key Market Trends & Opportunity Analysis
    • 10.5.2 Market Size and Forecast, by Region
  • 10.6 Others
    • 10.6.1 Key Market Trends & Opportunity Analysis
    • 10.6.2 Market Size and Forecast, by Region

11: Artificial Intelligence (AI) in Medical Diagnostics Market, by Component

  • 11.1 Market Overview
  • 11.2 AI Algorithms
    • 11.2.1 Key Market Trends & Opportunity Analysis
    • 11.2.2 Market Size and Forecast, by Region
  • 11.3 Data Management
    • 11.3.1 Key Market Trends & Opportunity Analysis
    • 11.3.2 Market Size and Forecast, by Region
  • 11.4 Cloud Services
    • 11.4.1 Key Market Trends & Opportunity Analysis
    • 11.4.2 Market Size and Forecast, by Region
  • 11.5 Edge Computing
    • 11.5.1 Key Market Trends & Opportunity Analysis
    • 11.5.2 Market Size and Forecast, by Region
  • 11.6 Others
    • 11.6.1 Key Market Trends & Opportunity Analysis
    • 11.6.2 Market Size and Forecast, by Region

12: Artificial Intelligence (AI) in Medical Diagnostics Market, by Application

  • 12.1 Market Overview
  • 12.2 Radiology
    • 12.2.1 Key Market Trends & Opportunity Analysis
    • 12.2.2 Market Size and Forecast, by Region
  • 12.3 Pathology
    • 12.3.1 Key Market Trends & Opportunity Analysis
    • 12.3.2 Market Size and Forecast, by Region
  • 12.4 Cardiology
    • 12.4.1 Key Market Trends & Opportunity Analysis
    • 12.4.2 Market Size and Forecast, by Region
  • 12.5 Oncology
    • 12.5.1 Key Market Trends & Opportunity Analysis
    • 12.5.2 Market Size and Forecast, by Region
  • 12.6 Neurology
    • 12.6.1 Key Market Trends & Opportunity Analysis
    • 12.6.2 Market Size and Forecast, by Region
  • 12.7 Genomics
    • 12.7.1 Key Market Trends & Opportunity Analysis
    • 12.7.2 Market Size and Forecast, by Region
  • 12.8 Emergency Care
    • 12.8.1 Key Market Trends & Opportunity Analysis
    • 12.8.2 Market Size and Forecast, by Region
  • 12.9 Others
    • 12.9.1 Key Market Trends & Opportunity Analysis
    • 12.9.2 Market Size and Forecast, by Region

13: Artificial Intelligence (AI) in Medical Diagnostics Market, by Device

  • 13.1 Market Overview
  • 13.2 Portable Devices
    • 13.2.1 Key Market Trends & Opportunity Analysis
    • 13.2.2 Market Size and Forecast, by Region
  • 13.3 Stationary Devices
    • 13.3.1 Key Market Trends & Opportunity Analysis
    • 13.3.2 Market Size and Forecast, by Region
  • 13.4 Wearable Devices
    • 13.4.1 Key Market Trends & Opportunity Analysis
    • 13.4.2 Market Size and Forecast, by Region
  • 13.5 Others
    • 13.5.1 Key Market Trends & Opportunity Analysis
    • 13.5.2 Market Size and Forecast, by Region

14: Artificial Intelligence (AI) in Medical Diagnostics Market, by Deployment

  • 14.1 Market Overview
  • 14.2 Cloud-Based
    • 14.2.1 Key Market Trends & Opportunity Analysis
    • 14.2.2 Market Size and Forecast, by Region
  • 14.3 On-Premise
    • 14.3.1 Key Market Trends & Opportunity Analysis
    • 14.3.2 Market Size and Forecast, by Region
  • 14.4 Hybrid
    • 14.4.1 Key Market Trends & Opportunity Analysis
    • 14.4.2 Market Size and Forecast, by Region
  • 14.5 Others
    • 14.5.1 Key Market Trends & Opportunity Analysis
    • 14.5.2 Market Size and Forecast, by Region

15: Artificial Intelligence (AI) in Medical Diagnostics Market, by End User

  • 15.1 Market Overview
  • 15.2 Hospitals
    • 15.2.1 Key Market Trends & Opportunity Analysis
    • 15.2.2 Market Size and Forecast, by Region
  • 15.3 Diagnostic Laboratories
    • 15.3.1 Key Market Trends & Opportunity Analysis
    • 15.3.2 Market Size and Forecast, by Region
  • 15.4 Academic and Research Institutions
    • 15.4.1 Key Market Trends & Opportunity Analysis
    • 15.4.2 Market Size and Forecast, by Region
  • 15.5 Ambulatory Care Centers
    • 15.5.1 Key Market Trends & Opportunity Analysis
    • 15.5.2 Market Size and Forecast, by Region
  • 15.6 Others
    • 15.6.1 Key Market Trends & Opportunity Analysis
    • 15.6.2 Market Size and Forecast, by Region

16: Artificial Intelligence (AI) in Medical Diagnostics Market, by Functionality

  • 16.1 Market Overview
  • 16.2 Automated Diagnosis
    • 16.2.1 Key Market Trends & Opportunity Analysis
    • 16.2.2 Market Size and Forecast, by Region
  • 16.3 Predictive Analytics
    • 16.3.1 Key Market Trends & Opportunity Analysis
    • 16.3.2 Market Size and Forecast, by Region
  • 16.4 Clinical Workflow Management
    • 16.4.1 Key Market Trends & Opportunity Analysis
    • 16.4.2 Market Size and Forecast, by Region
  • 16.5 Decision Support Systems
    • 16.5.1 Key Market Trends & Opportunity Analysis
    • 16.5.2 Market Size and Forecast, by Region
  • 16.6 Others
    • 16.6.1 Key Market Trends & Opportunity Analysis
    • 16.6.2 Market Size and Forecast, by Region

17: Artificial Intelligence (AI) in Medical Diagnostics Market, by Region

  • 17.1 Overview
  • 17.2 North America
    • 17.2.1 Key Market Trends and Opportunities
    • 17.2.2 North America Market Size and Forecast, by Type
    • 17.2.3 North America Market Size and Forecast, by Product
    • 17.2.4 North America Market Size and Forecast, by Services
    • 17.2.5 North America Market Size and Forecast, by Technology
    • 17.2.6 North America Market Size and Forecast, by Component
    • 17.2.7 North America Market Size and Forecast, by Application
    • 17.2.8 North America Market Size and Forecast, by Device
    • 17.2.9 North America Market Size and Forecast, by Deployment
    • 17.2.10 North America Market Size and Forecast, by End User
    • 17.2.11 North America Market Size and Forecast, by Functionality
    • 17.2.12 North America Market Size and Forecast, by Country
    • 17.2.13 United States
      • 17.2.9.1 United States Market Size and Forecast, by Type
      • 17.2.9.2 United States Market Size and Forecast, by Product
      • 17.2.9.3 United States Market Size and Forecast, by Services
      • 17.2.9.4 United States Market Size and Forecast, by Technology
      • 17.2.9.5 United States Market Size and Forecast, by Component
      • 17.2.9.6 United States Market Size and Forecast, by Application
      • 17.2.9.7 United States Market Size and Forecast, by Device
      • 17.2.9.8 United States Market Size and Forecast, by Deployment
      • 17.2.9.9 United States Market Size and Forecast, by End User
      • 17.2.9.10 United States Market Size and Forecast, by Functionality
      • 17.2.9.11 Local Competition Analysis
      • 17.2.9.12 Local Market Analysis
    • 17.2.1 Canada
      • 17.2.10.1 Canada Market Size and Forecast, by Type
      • 17.2.10.2 Canada Market Size and Forecast, by Product
      • 17.2.10.3 Canada Market Size and Forecast, by Services
      • 17.2.10.4 Canada Market Size and Forecast, by Technology
      • 17.2.10.5 Canada Market Size and Forecast, by Component
      • 17.2.10.6 Canada Market Size and Forecast, by Application
      • 17.2.10.7 Canada Market Size and Forecast, by Device
      • 17.2.10.8 Canada Market Size and Forecast, by Deployment
      • 17.2.10.9 Canada Market Size and Forecast, by End User
      • 17.2.10.10 Canada Market Size and Forecast, by Functionality
      • 17.2.10.11 Local Competition Analysis
      • 17.2.10.12 Local Market Analysis
  • 17.1 Europe
    • 17.3.1 Key Market Trends and Opportunities
    • 17.3.2 Europe Market Size and Forecast, by Type
    • 17.3.3 Europe Market Size and Forecast, by Product
    • 17.3.4 Europe Market Size and Forecast, by Services
    • 17.3.5 Europe Market Size and Forecast, by Technology
    • 17.3.6 Europe Market Size and Forecast, by Component
    • 17.3.7 Europe Market Size and Forecast, by Application
    • 17.3.8 Europe Market Size and Forecast, by Device
    • 17.3.9 Europe Market Size and Forecast, by Deployment
    • 17.3.10 Europe Market Size and Forecast, by End User
    • 17.3.11 Europe Market Size and Forecast, by Functionality
    • 17.3.12 Europe Market Size and Forecast, by Country
    • 17.3.13 United Kingdom
      • 17.3.9.1 United Kingdom Market Size and Forecast, by Type
      • 17.3.9.2 United Kingdom Market Size and Forecast, by Product
      • 17.3.9.3 United Kingdom Market Size and Forecast, by Services
      • 17.3.9.4 United Kingdom Market Size and Forecast, by Technology
      • 17.3.9.5 United Kingdom Market Size and Forecast, by Component
      • 17.3.9.6 United Kingdom Market Size and Forecast, by Application
      • 17.3.9.7 United Kingdom Market Size and Forecast, by Device
      • 17.3.9.8 United Kingdom Market Size and Forecast, by Deployment
      • 17.3.9.9 United Kingdom Market Size and Forecast, by End User
      • 17.3.9.10 United Kingdom Market Size and Forecast, by Functionality
      • 17.3.9.11 Local Competition Analysis
      • 17.3.9.12 Local Market Analysis
    • 17.3.1 Germany
      • 17.3.10.1 Germany Market Size and Forecast, by Type
      • 17.3.10.2 Germany Market Size and Forecast, by Product
      • 17.3.10.3 Germany Market Size and Forecast, by Services
      • 17.3.10.4 Germany Market Size and Forecast, by Technology
      • 17.3.10.5 Germany Market Size and Forecast, by Component
      • 17.3.10.6 Germany Market Size and Forecast, by Application
      • 17.3.10.7 Germany Market Size and Forecast, by Device
      • 17.3.10.8 Germany Market Size and Forecast, by Deployment
      • 17.3.10.9 Germany Market Size and Forecast, by End User
      • 17.3.10.10 Germany Market Size and Forecast, by Functionality
      • 17.3.10.11 Local Competition Analysis
      • 17.3.10.12 Local Market Analysis
    • 17.3.1 France
      • 17.3.11.1 France Market Size and Forecast, by Type
      • 17.3.11.2 France Market Size and Forecast, by Product
      • 17.3.11.3 France Market Size and Forecast, by Services
      • 17.3.11.4 France Market Size and Forecast, by Technology
      • 17.3.11.5 France Market Size and Forecast, by Component
      • 17.3.11.6 France Market Size and Forecast, by Application
      • 17.3.11.7 France Market Size and Forecast, by Device
      • 17.3.11.8 France Market Size and Forecast, by Deployment
      • 17.3.11.9 France Market Size and Forecast, by End User
      • 17.3.11.10 France Market Size and Forecast, by Functionality
      • 17.3.11.11 Local Competition Analysis
      • 17.3.11.12 Local Market Analysis
    • 17.3.1 Spain
      • 17.3.12.1 Spain Market Size and Forecast, by Type
      • 17.3.12.2 Spain Market Size and Forecast, by Product
      • 17.3.12.3 Spain Market Size and Forecast, by Services
      • 17.3.12.4 Spain Market Size and Forecast, by Technology
      • 17.3.12.5 Spain Market Size and Forecast, by Component
      • 17.3.12.6 Spain Market Size and Forecast, by Application
      • 17.3.12.7 Spain Market Size and Forecast, by Device
      • 17.3.12.8 Spain Market Size and Forecast, by Deployment
      • 17.3.12.9 Spain Market Size and Forecast, by End User
      • 17.3.12.10 Spain Market Size and Forecast, by Functionality
      • 17.3.12.11 Local Competition Analysis
      • 17.3.12.12 Local Market Analysis
    • 17.3.1 Italy
      • 17.3.13.1 Italy Market Size and Forecast, by Type
      • 17.3.13.2 Italy Market Size and Forecast, by Product
      • 17.3.13.3 Italy Market Size and Forecast, by Services
      • 17.3.13.4 Italy Market Size and Forecast, by Technology
      • 17.3.13.5 Italy Market Size and Forecast, by Component
      • 17.3.13.6 Italy Market Size and Forecast, by Application
      • 17.3.13.7 Italy Market Size and Forecast, by Device
      • 17.3.13.8 Italy Market Size and Forecast, by Deployment
      • 17.3.13.9 Italy Market Size and Forecast, by End User
      • 17.3.13.10 Italy Market Size and Forecast, by Functionality
      • 17.3.13.11 Local Competition Analysis
      • 17.3.13.12 Local Market Analysis
    • 17.3.1 Netherlands
      • 17.3.14.1 Netherlands Market Size and Forecast, by Type
      • 17.3.14.2 Netherlands Market Size and Forecast, by Product
      • 17.3.14.3 Netherlands Market Size and Forecast, by Services
      • 17.3.14.4 Netherlands Market Size and Forecast, by Technology
      • 17.3.14.5 Netherlands Market Size and Forecast, by Component
      • 17.3.14.6 Netherlands Market Size and Forecast, by Application
      • 17.3.14.7 Netherlands Market Size and Forecast, by Device
      • 17.3.14.8 Netherlands Market Size and Forecast, by Deployment
      • 17.3.14.9 Netherlands Market Size and Forecast, by End User
      • 17.3.14.10 Netherlands Market Size and Forecast, by Functionality
      • 17.3.14.11 Local Competition Analysis
      • 17.3.14.12 Local Market Analysis
    • 17.3.1 Sweden
      • 17.3.15.1 Sweden Market Size and Forecast, by Type
      • 17.3.15.2 Sweden Market Size and Forecast, by Product
      • 17.3.15.3 Sweden Market Size and Forecast, by Services
      • 17.3.15.4 Sweden Market Size and Forecast, by Technology
      • 17.3.15.5 Sweden Market Size and Forecast, by Component
      • 17.3.15.6 Sweden Market Size and Forecast, by Application
      • 17.3.15.7 Sweden Market Size and Forecast, by Device
      • 17.3.15.8 Sweden Market Size and Forecast, by Deployment
      • 17.3.15.9 Sweden Market Size and Forecast, by End User
      • 17.3.15.10 Sweden Market Size and Forecast, by Functionality
      • 17.3.15.11 Local Competition Analysis
      • 17.3.15.12 Local Market Analysis
    • 17.3.1 Switzerland
      • 17.3.16.1 Switzerland Market Size and Forecast, by Type
      • 17.3.16.2 Switzerland Market Size and Forecast, by Product
      • 17.3.16.3 Switzerland Market Size and Forecast, by Services
      • 17.3.16.4 Switzerland Market Size and Forecast, by Technology
      • 17.3.16.5 Switzerland Market Size and Forecast, by Component
      • 17.3.16.6 Switzerland Market Size and Forecast, by Application
      • 17.3.16.7 Switzerland Market Size and Forecast, by Device
      • 17.3.16.8 Switzerland Market Size and Forecast, by Deployment
      • 17.3.16.9 Switzerland Market Size and Forecast, by End User
      • 17.3.16.10 Switzerland Market Size and Forecast, by Functionality
      • 17.3.16.11 Local Competition Analysis
      • 17.3.16.12 Local Market Analysis
    • 17.3.1 Denmark
      • 17.3.17.1 Denmark Market Size and Forecast, by Type
      • 17.3.17.2 Denmark Market Size and Forecast, by Product
      • 17.3.17.3 Denmark Market Size and Forecast, by Services
      • 17.3.17.4 Denmark Market Size and Forecast, by Technology
      • 17.3.17.5 Denmark Market Size and Forecast, by Component
      • 17.3.17.6 Denmark Market Size and Forecast, by Application
      • 17.3.17.7 Denmark Market Size and Forecast, by Device
      • 17.3.17.8 Denmark Market Size and Forecast, by Deployment
      • 17.3.17.9 Denmark Market Size and Forecast, by End User
      • 17.3.17.10 Denmark Market Size and Forecast, by Functionality
      • 17.3.17.11 Local Competition Analysis
      • 17.3.17.12 Local Market Analysis
    • 17.3.1 Finland
      • 17.3.18.1 Finland Market Size and Forecast, by Type
      • 17.3.18.2 Finland Market Size and Forecast, by Product
      • 17.3.18.3 Finland Market Size and Forecast, by Services
      • 17.3.18.4 Finland Market Size and Forecast, by Technology
      • 17.3.18.5 Finland Market Size and Forecast, by Component
      • 17.3.18.6 Finland Market Size and Forecast, by Application
      • 17.3.18.7 Finland Market Size and Forecast, by Device
      • 17.3.18.8 Finland Market Size and Forecast, by Deployment
      • 17.3.18.9 Finland Market Size and Forecast, by End User
      • 17.3.18.10 Finland Market Size and Forecast, by Functionality
      • 17.3.18.11 Local Competition Analysis
      • 17.3.18.12 Local Market Analysis
    • 17.3.1 Russia
      • 17.3.19.1 Russia Market Size and Forecast, by Type
      • 17.3.19.2 Russia Market Size and Forecast, by Product
      • 17.3.19.3 Russia Market Size and Forecast, by Services
      • 17.3.19.4 Russia Market Size and Forecast, by Technology
      • 17.3.19.5 Russia Market Size and Forecast, by Component
      • 17.3.19.6 Russia Market Size and Forecast, by Application
      • 17.3.19.7 Russia Market Size and Forecast, by Device
      • 17.3.19.8 Russia Market Size and Forecast, by Deployment
      • 17.3.19.9 Russia Market Size and Forecast, by End User
      • 17.3.19.10 Russia Market Size and Forecast, by Functionality
      • 17.3.19.11 Local Competition Analysis
      • 17.3.19.12 Local Market Analysis
    • 17.3.1 Rest of Europe
      • 17.3.20.1 Rest of Europe Market Size and Forecast, by Type
      • 17.3.20.2 Rest of Europe Market Size and Forecast, by Product
      • 17.3.20.3 Rest of Europe Market Size and Forecast, by Services
      • 17.3.20.4 Rest of Europe Market Size and Forecast, by Technology
      • 17.3.20.5 Rest of Europe Market Size and Forecast, by Component
      • 17.3.20.6 Rest of Europe Market Size and Forecast, by Application
      • 17.3.20.7 Rest of Europe Market Size and Forecast, by Device
      • 17.3.20.8 Rest of Europe Market Size and Forecast, by Deployment
      • 17.3.20.9 Rest of Europe Market Size and Forecast, by End User
      • 17.3.20.10 Rest of Europe Market Size and Forecast, by Functionality
      • 17.3.20.11 Local Competition Analysis
      • 17.3.20.12 Local Market Analysis
  • 17.1 Asia-Pacific
    • 17.4.1 Key Market Trends and Opportunities
    • 17.4.2 Asia-Pacific Market Size and Forecast, by Type
    • 17.4.3 Asia-Pacific Market Size and Forecast, by Product
    • 17.4.4 Asia-Pacific Market Size and Forecast, by Services
    • 17.4.5 Asia-Pacific Market Size and Forecast, by Technology
    • 17.4.6 Asia-Pacific Market Size and Forecast, by Component
    • 17.4.7 Asia-Pacific Market Size and Forecast, by Application
    • 17.4.8 Asia-Pacific Market Size and Forecast, by Device
    • 17.4.9 Asia-Pacific Market Size and Forecast, by Deployment
    • 17.4.10 Asia-Pacific Market Size and Forecast, by End User
    • 17.4.11 Asia-Pacific Market Size and Forecast, by Functionality
    • 17.4.12 Asia-Pacific Market Size and Forecast, by Country
    • 17.4.13 China
      • 17.4.9.1 China Market Size and Forecast, by Type
      • 17.4.9.2 China Market Size and Forecast, by Product
      • 17.4.9.3 China Market Size and Forecast, by Services
      • 17.4.9.4 China Market Size and Forecast, by Technology
      • 17.4.9.5 China Market Size and Forecast, by Component
      • 17.4.9.6 China Market Size and Forecast, by Application
      • 17.4.9.7 China Market Size and Forecast, by Device
      • 17.4.9.8 China Market Size and Forecast, by Deployment
      • 17.4.9.9 China Market Size and Forecast, by End User
      • 17.4.9.10 China Market Size and Forecast, by Functionality
      • 17.4.9.11 Local Competition Analysis
      • 17.4.9.12 Local Market Analysis
    • 17.4.1 India
      • 17.4.10.1 India Market Size and Forecast, by Type
      • 17.4.10.2 India Market Size and Forecast, by Product
      • 17.4.10.3 India Market Size and Forecast, by Services
      • 17.4.10.4 India Market Size and Forecast, by Technology
      • 17.4.10.5 India Market Size and Forecast, by Component
      • 17.4.10.6 India Market Size and Forecast, by Application
      • 17.4.10.7 India Market Size and Forecast, by Device
      • 17.4.10.8 India Market Size and Forecast, by Deployment
      • 17.4.10.9 India Market Size and Forecast, by End User
      • 17.4.10.10 India Market Size and Forecast, by Functionality
      • 17.4.10.11 Local Competition Analysis
      • 17.4.10.12 Local Market Analysis
    • 17.4.1 Japan
      • 17.4.11.1 Japan Market Size and Forecast, by Type
      • 17.4.11.2 Japan Market Size and Forecast, by Product
      • 17.4.11.3 Japan Market Size and Forecast, by Services
      • 17.4.11.4 Japan Market Size and Forecast, by Technology
      • 17.4.11.5 Japan Market Size and Forecast, by Component
      • 17.4.11.6 Japan Market Size and Forecast, by Application
      • 17.4.11.7 Japan Market Size and Forecast, by Device
      • 17.4.11.8 Japan Market Size and Forecast, by Deployment
      • 17.4.11.9 Japan Market Size and Forecast, by End User
      • 17.4.11.10 Japan Market Size and Forecast, by Functionality
      • 17.4.11.11 Local Competition Analysis
      • 17.4.11.12 Local Market Analysis
    • 17.4.1 South Korea
      • 17.4.12.1 South Korea Market Size and Forecast, by Type
      • 17.4.12.2 South Korea Market Size and Forecast, by Product
      • 17.4.12.3 South Korea Market Size and Forecast, by Services
      • 17.4.12.4 South Korea Market Size and Forecast, by Technology
      • 17.4.12.5 South Korea Market Size and Forecast, by Component
      • 17.4.12.6 South Korea Market Size and Forecast, by Application
      • 17.4.12.7 South Korea Market Size and Forecast, by Device
      • 17.4.12.8 South Korea Market Size and Forecast, by Deployment
      • 17.4.12.9 South Korea Market Size and Forecast, by End User
      • 17.4.12.10 South Korea Market Size and Forecast, by Functionality
      • 17.4.12.11 Local Competition Analysis
      • 17.4.12.12 Local Market Analysis
    • 17.4.1 Australia
      • 17.4.13.1 Australia Market Size and Forecast, by Type
      • 17.4.13.2 Australia Market Size and Forecast, by Product
      • 17.4.13.3 Australia Market Size and Forecast, by Services
      • 17.4.13.4 Australia Market Size and Forecast, by Technology
      • 17.4.13.5 Australia Market Size and Forecast, by Component
      • 17.4.13.6 Australia Market Size and Forecast, by Application
      • 17.4.13.7 Australia Market Size and Forecast, by Device
      • 17.4.13.8 Australia Market Size and Forecast, by Deployment
      • 17.4.13.9 Australia Market Size and Forecast, by End User
      • 17.4.13.10 Australia Market Size and Forecast, by Functionality
      • 17.4.13.11 Local Competition Analysis
      • 17.4.13.12 Local Market Analysis
    • 17.4.1 Singapore
      • 17.4.14.1 Singapore Market Size and Forecast, by Type
      • 17.4.14.2 Singapore Market Size and Forecast, by Product
      • 17.4.14.3 Singapore Market Size and Forecast, by Services
      • 17.4.14.4 Singapore Market Size and Forecast, by Technology
      • 17.4.14.5 Singapore Market Size and Forecast, by Component
      • 17.4.14.6 Singapore Market Size and Forecast, by Application
      • 17.4.14.7 Singapore Market Size and Forecast, by Device
      • 17.4.14.8 Singapore Market Size and Forecast, by Deployment
      • 17.4.14.9 Singapore Market Size and Forecast, by End User
      • 17.4.14.10 Singapore Market Size and Forecast, by Functionality
      • 17.4.14.11 Local Competition Analysis
      • 17.4.14.12 Local Market Analysis
    • 17.4.1 Indonesia
      • 17.4.15.1 Indonesia Market Size and Forecast, by Type
      • 17.4.15.2 Indonesia Market Size and Forecast, by Product
      • 17.4.15.3 Indonesia Market Size and Forecast, by Services
      • 17.4.15.4 Indonesia Market Size and Forecast, by Technology
      • 17.4.15.5 Indonesia Market Size and Forecast, by Component
      • 17.4.15.6 Indonesia Market Size and Forecast, by Application
      • 17.4.15.7 Indonesia Market Size and Forecast, by Device
      • 17.4.15.8 Indonesia Market Size and Forecast, by Deployment
      • 17.4.15.9 Indonesia Market Size and Forecast, by End User
      • 17.4.15.10 Indonesia Market Size and Forecast, by Functionality
      • 17.4.15.11 Local Competition Analysis
      • 17.4.15.12 Local Market Analysis
    • 17.4.1 Taiwan
      • 17.4.16.1 Taiwan Market Size and Forecast, by Type
      • 17.4.16.2 Taiwan Market Size and Forecast, by Product
      • 17.4.16.3 Taiwan Market Size and Forecast, by Services
      • 17.4.16.4 Taiwan Market Size and Forecast, by Technology
      • 17.4.16.5 Taiwan Market Size and Forecast, by Component
      • 17.4.16.6 Taiwan Market Size and Forecast, by Application
      • 17.4.16.7 Taiwan Market Size and Forecast, by Device
      • 17.4.16.8 Taiwan Market Size and Forecast, by Deployment
      • 17.4.16.9 Taiwan Market Size and Forecast, by End User
      • 17.4.16.10 Taiwan Market Size and Forecast, by Functionality
      • 17.4.16.11 Local Competition Analysis
      • 17.4.16.12 Local Market Analysis
    • 17.4.1 Malaysia
      • 17.4.17.1 Malaysia Market Size and Forecast, by Type
      • 17.4.17.2 Malaysia Market Size and Forecast, by Product
      • 17.4.17.3 Malaysia Market Size and Forecast, by Services
      • 17.4.17.4 Malaysia Market Size and Forecast, by Technology
      • 17.4.17.5 Malaysia Market Size and Forecast, by Component
      • 17.4.17.6 Malaysia Market Size and Forecast, by Application
      • 17.4.17.7 Malaysia Market Size and Forecast, by Device
      • 17.4.17.8 Malaysia Market Size and Forecast, by Deployment
      • 17.4.17.9 Malaysia Market Size and Forecast, by End User
      • 17.4.17.10 Malaysia Market Size and Forecast, by Functionality
      • 17.4.17.11 Local Competition Analysis
      • 17.4.17.12 Local Market Analysis
    • 17.4.1 Rest of Asia-Pacific
      • 17.4.18.1 Rest of Asia-Pacific Market Size and Forecast, by Type
      • 17.4.18.2 Rest of Asia-Pacific Market Size and Forecast, by Product
      • 17.4.18.3 Rest of Asia-Pacific Market Size and Forecast, by Services
      • 17.4.18.4 Rest of Asia-Pacific Market Size and Forecast, by Technology
      • 17.4.18.5 Rest of Asia-Pacific Market Size and Forecast, by Component
      • 17.4.18.6 Rest of Asia-Pacific Market Size and Forecast, by Application
      • 17.4.18.7 Rest of Asia-Pacific Market Size and Forecast, by Device
      • 17.4.18.8 Rest of Asia-Pacific Market Size and Forecast, by Deployment
      • 17.4.18.9 Rest of Asia-Pacific Market Size and Forecast, by End User
      • 17.4.18.10 Rest of Asia-Pacific Market Size and Forecast, by Functionality
      • 17.4.18.11 Local Competition Analysis
      • 17.4.18.12 Local Market Analysis
  • 17.1 Latin America
    • 17.5.1 Key Market Trends and Opportunities
    • 17.5.2 Latin America Market Size and Forecast, by Type
    • 17.5.3 Latin America Market Size and Forecast, by Product
    • 17.5.4 Latin America Market Size and Forecast, by Services
    • 17.5.5 Latin America Market Size and Forecast, by Technology
    • 17.5.6 Latin America Market Size and Forecast, by Component
    • 17.5.7 Latin America Market Size and Forecast, by Application
    • 17.5.8 Latin America Market Size and Forecast, by Device
    • 17.5.9 Latin America Market Size and Forecast, by Deployment
    • 17.5.10 Latin America Market Size and Forecast, by End User
    • 17.5.11 Latin America Market Size and Forecast, by Functionality
    • 17.5.12 Latin America Market Size and Forecast, by Country
    • 17.5.13 Brazil
      • 17.5.9.1 Brazil Market Size and Forecast, by Type
      • 17.5.9.2 Brazil Market Size and Forecast, by Product
      • 17.5.9.3 Brazil Market Size and Forecast, by Services
      • 17.5.9.4 Brazil Market Size and Forecast, by Technology
      • 17.5.9.5 Brazil Market Size and Forecast, by Component
      • 17.5.9.6 Brazil Market Size and Forecast, by Application
      • 17.5.9.7 Brazil Market Size and Forecast, by Device
      • 17.5.9.8 Brazil Market Size and Forecast, by Deployment
      • 17.5.9.9 Brazil Market Size and Forecast, by End User
      • 17.5.9.10 Brazil Market Size and Forecast, by Functionality
      • 17.5.9.11 Local Competition Analysis
      • 17.5.9.12 Local Market Analysis
    • 17.5.1 Mexico
      • 17.5.10.1 Mexico Market Size and Forecast, by Type
      • 17.5.10.2 Mexico Market Size and Forecast, by Product
      • 17.5.10.3 Mexico Market Size and Forecast, by Services
      • 17.5.10.4 Mexico Market Size and Forecast, by Technology
      • 17.5.10.5 Mexico Market Size and Forecast, by Component
      • 17.5.10.6 Mexico Market Size and Forecast, by Application
      • 17.5.10.7 Mexico Market Size and Forecast, by Device
      • 17.5.10.8 Mexico Market Size and Forecast, by Deployment
      • 17.5.10.9 Mexico Market Size and Forecast, by End User
      • 17.5.10.10 Mexico Market Size and Forecast, by Functionality
      • 17.5.10.11 Local Competition Analysis
      • 17.5.10.12 Local Market Analysis
    • 17.5.1 Argentina
      • 17.5.11.1 Argentina Market Size and Forecast, by Type
      • 17.5.11.2 Argentina Market Size and Forecast, by Product
      • 17.5.11.3 Argentina Market Size and Forecast, by Services
      • 17.5.11.4 Argentina Market Size and Forecast, by Technology
      • 17.5.11.5 Argentina Market Size and Forecast, by Component
      • 17.5.11.6 Argentina Market Size and Forecast, by Application
      • 17.5.11.7 Argentina Market Size and Forecast, by Device
      • 17.5.11.8 Argentina Market Size and Forecast, by Deployment
      • 17.5.11.9 Argentina Market Size and Forecast, by End User
      • 17.5.11.10 Argentina Market Size and Forecast, by Functionality
      • 17.5.11.11 Local Competition Analysis
      • 17.5.11.12 Local Market Analysis
    • 17.5.1 Rest of Latin America
      • 17.5.12.1 Rest of Latin America Market Size and Forecast, by Type
      • 17.5.12.2 Rest of Latin America Market Size and Forecast, by Product
      • 17.5.12.3 Rest of Latin America Market Size and Forecast, by Services
      • 17.5.12.4 Rest of Latin America Market Size and Forecast, by Technology
      • 17.5.12.5 Rest of Latin America Market Size and Forecast, by Component
      • 17.5.12.6 Rest of Latin America Market Size and Forecast, by Application
      • 17.5.12.7 Rest of Latin America Market Size and Forecast, by Device
      • 17.5.12.8 Rest of Latin America Market Size and Forecast, by Deployment
      • 17.5.12.9 Rest of Latin America Market Size and Forecast, by End User
      • 17.5.12.10 Rest of Latin America Market Size and Forecast, by Functionality
      • 17.5.12.11 Local Competition Analysis
      • 17.5.12.12 Local Market Analysis
  • 17.1 Middle East and Africa
    • 17.6.1 Key Market Trends and Opportunities
    • 17.6.2 Middle East and Africa Market Size and Forecast, by Type
    • 17.6.3 Middle East and Africa Market Size and Forecast, by Product
    • 17.6.4 Middle East and Africa Market Size and Forecast, by Services
    • 17.6.5 Middle East and Africa Market Size and Forecast, by Technology
    • 17.6.6 Middle East and Africa Market Size and Forecast, by Component
    • 17.6.7 Middle East and Africa Market Size and Forecast, by Application
    • 17.6.8 Middle East and Africa Market Size and Forecast, by Device
    • 17.6.9 Middle East and Africa Market Size and Forecast, by Deployment
    • 17.6.10 Middle East and Africa Market Size and Forecast, by End User
    • 17.6.11 Middle East and Africa Market Size and Forecast, by Functionality
    • 17.6.12 Middle East and Africa Market Size and Forecast, by Country
    • 17.6.13 Saudi Arabia
      • 17.6.9.1 Saudi Arabia Market Size and Forecast, by Type
      • 17.6.9.2 Saudi Arabia Market Size and Forecast, by Product
      • 17.6.9.3 Saudi Arabia Market Size and Forecast, by Services
      • 17.6.9.4 Saudi Arabia Market Size and Forecast, by Technology
      • 17.6.9.5 Saudi Arabia Market Size and Forecast, by Component
      • 17.6.9.6 Saudi Arabia Market Size and Forecast, by Application
      • 17.6.9.7 Saudi Arabia Market Size and Forecast, by Device
      • 17.6.9.8 Saudi Arabia Market Size and Forecast, by Deployment
      • 17.6.9.9 Saudi Arabia Market Size and Forecast, by End User
      • 17.6.9.10 Saudi Arabia Market Size and Forecast, by Functionality
      • 17.6.9.11 Local Competition Analysis
      • 17.6.9.12 Local Market Analysis
    • 17.6.1 UAE
      • 17.6.10.1 UAE Market Size and Forecast, by Type
      • 17.6.10.2 UAE Market Size and Forecast, by Product
      • 17.6.10.3 UAE Market Size and Forecast, by Services
      • 17.6.10.4 UAE Market Size and Forecast, by Technology
      • 17.6.10.5 UAE Market Size and Forecast, by Component
      • 17.6.10.6 UAE Market Size and Forecast, by Application
      • 17.6.10.7 UAE Market Size and Forecast, by Device
      • 17.6.10.8 UAE Market Size and Forecast, by Deployment
      • 17.6.10.9 UAE Market Size and Forecast, by End User
      • 17.6.10.10 UAE Market Size and Forecast, by Functionality
      • 17.6.10.11 Local Competition Analysis
      • 17.6.10.12 Local Market Analysis
    • 17.6.1 South Africa
      • 17.6.11.1 South Africa Market Size and Forecast, by Type
      • 17.6.11.2 South Africa Market Size and Forecast, by Product
      • 17.6.11.3 South Africa Market Size and Forecast, by Services
      • 17.6.11.4 South Africa Market Size and Forecast, by Technology
      • 17.6.11.5 South Africa Market Size and Forecast, by Component
      • 17.6.11.6 South Africa Market Size and Forecast, by Application
      • 17.6.11.7 South Africa Market Size and Forecast, by Device
      • 17.6.11.8 South Africa Market Size and Forecast, by Deployment
      • 17.6.11.9 South Africa Market Size and Forecast, by End User
      • 17.6.11.10 South Africa Market Size and Forecast, by Functionality
      • 17.6.11.11 Local Competition Analysis
      • 17.6.11.12 Local Market Analysis
    • 17.6.1 Rest of MEA
      • 17.6.12.1 Rest of MEA Market Size and Forecast, by Type
      • 17.6.12.2 Rest of MEA Market Size and Forecast, by Product
      • 17.6.12.3 Rest of MEA Market Size and Forecast, by Services
      • 17.6.12.4 Rest of MEA Market Size and Forecast, by Technology
      • 17.6.12.5 Rest of MEA Market Size and Forecast, by Component
      • 17.6.12.6 Rest of MEA Market Size and Forecast, by Application
      • 17.6.12.7 Rest of MEA Market Size and Forecast, by Device
      • 17.6.12.8 Rest of MEA Market Size and Forecast, by Deployment
      • 17.6.12.9 Rest of MEA Market Size and Forecast, by End User
      • 17.6.12.10 Rest of MEA Market Size and Forecast, by Functionality
      • 17.6.12.11 Local Competition Analysis
      • 17.6.12.12 Local Market Analysis

18: Competitive Landscape

  • 18.1 Overview
  • 18.2 Market Share Analysis
  • 18.3 Key Player Positioning
  • 18.4 Competitive Leadership Mapping
    • 18.4.1 Star Players
    • 18.4.2 Innovators
    • 18.4.3 Emerging Players
  • 18.5 Vendor Benchmarking
  • 18.6 Developmental Strategy Benchmarking
    • 18.6.1 New Product Developments
    • 18.6.2 Product Launches
    • 18.6.3 Business Expansions
    • 18.6.4 Partnerships, Joint Ventures, and Collaborations
    • 18.6.5 Mergers and Acquisitions

19: Company Profiles

  • 19.1 Zebra Medical Vision
    • 19.1.1 Company Overview
    • 19.1.2 Company Snapshot
    • 19.1.3 Business Segments
    • 19.1.4 Business Performance
    • 19.1.5 Product Offerings
    • 19.1.6 Key Developmental Strategies
    • 19.1.7 SWOT Analysis
  • 19.2 Aidoc
    • 19.2.1 Company Overview
    • 19.2.2 Company Snapshot
    • 19.2.3 Business Segments
    • 19.2.4 Business Performance
    • 19.2.5 Product Offerings
    • 19.2.6 Key Developmental Strategies
    • 19.2.7 SWOT Analysis
  • 19.3 Viz.ai
    • 19.3.1 Company Overview
    • 19.3.2 Company Snapshot
    • 19.3.3 Business Segments
    • 19.3.4 Business Performance
    • 19.3.5 Product Offerings
    • 19.3.6 Key Developmental Strategies
    • 19.3.7 SWOT Analysis
  • 19.4 Qure.ai
    • 19.4.1 Company Overview
    • 19.4.2 Company Snapshot
    • 19.4.3 Business Segments
    • 19.4.4 Business Performance
    • 19.4.5 Product Offerings
    • 19.4.6 Key Developmental Strategies
    • 19.4.7 SWOT Analysis
  • 19.5 Enlitic
    • 19.5.1 Company Overview
    • 19.5.2 Company Snapshot
    • 19.5.3 Business Segments
    • 19.5.4 Business Performance
    • 19.5.5 Product Offerings
    • 19.5.6 Key Developmental Strategies
    • 19.5.7 SWOT Analysis
  • 19.6 PathAI
    • 19.6.1 Company Overview
    • 19.6.2 Company Snapshot
    • 19.6.3 Business Segments
    • 19.6.4 Business Performance
    • 19.6.5 Product Offerings
    • 19.6.6 Key Developmental Strategies
    • 19.6.7 SWOT Analysis
  • 19.7 MaxQ AI
    • 19.7.1 Company Overview
    • 19.7.2 Company Snapshot
    • 19.7.3 Business Segments
    • 19.7.4 Business Performance
    • 19.7.5 Product Offerings
    • 19.7.6 Key Developmental Strategies
    • 19.7.7 SWOT Analysis
  • 19.8 Butterfly Network
    • 19.8.1 Company Overview
    • 19.8.2 Company Snapshot
    • 19.8.3 Business Segments
    • 19.8.4 Business Performance
    • 19.8.5 Product Offerings
    • 19.8.6 Key Developmental Strategies
    • 19.8.7 SWOT Analysis
  • 19.9 Proscia
    • 19.9.1 Company Overview
    • 19.9.2 Company Snapshot
    • 19.9.3 Business Segments
    • 19.9.4 Business Performance
    • 19.9.5 Product Offerings
    • 19.9.6 Key Developmental Strategies
    • 19.9.7 SWOT Analysis
  • 19.10 Lunit
    • 19.10.1 Company Overview
    • 19.10.2 Company Snapshot
    • 19.10.3 Business Segments
    • 19.10.4 Business Performance
    • 19.10.5 Product Offerings
    • 19.10.6 Key Developmental Strategies
    • 19.10.7 SWOT Analysis
  • 19.11 Tempus
    • 19.11.1 Company Overview
    • 19.11.2 Company Snapshot
    • 19.11.3 Business Segments
    • 19.11.4 Business Performance
    • 19.11.5 Product Offerings
    • 19.11.6 Key Developmental Strategies
    • 19.11.7 SWOT Analysis
  • 19.12 Arterys
    • 19.12.1 Company Overview
    • 19.12.2 Company Snapshot
    • 19.12.3 Business Segments
    • 19.12.4 Business Performance
    • 19.12.5 Product Offerings
    • 19.12.6 Key Developmental Strategies
    • 19.12.7 SWOT Analysis
  • 19.13 VUNO
    • 19.13.1 Company Overview
    • 19.13.2 Company Snapshot
    • 19.13.3 Business Segments
    • 19.13.4 Business Performance
    • 19.13.5 Product Offerings
    • 19.13.6 Key Developmental Strategies
    • 19.13.7 SWOT Analysis
  • 19.14 Riverain Technologies
    • 19.14.1 Company Overview
    • 19.14.2 Company Snapshot
    • 19.14.3 Business Segments
    • 19.14.4 Business Performance
    • 19.14.5 Product Offerings
    • 19.14.6 Key Developmental Strategies
    • 19.14.7 SWOT Analysis
  • 19.15 DeepMind Health
    • 19.15.1 Company Overview
    • 19.15.2 Company Snapshot
    • 19.15.3 Business Segments
    • 19.15.4 Business Performance
    • 19.15.5 Product Offerings
    • 19.15.6 Key Developmental Strategies
    • 19.15.7 SWOT Analysis
  • 19.16 iCAD
    • 19.16.1 Company Overview
    • 19.16.2 Company Snapshot
    • 19.16.3 Business Segments
    • 19.16.4 Business Performance
    • 19.16.5 Product Offerings
    • 19.16.6 Key Developmental Strategies
    • 19.16.7 SWOT Analysis
  • 19.17 Aidence
    • 19.17.1 Company Overview
    • 19.17.2 Company Snapshot
    • 19.17.3 Business Segments
    • 19.17.4 Business Performance
    • 19.17.5 Product Offerings
    • 19.17.6 Key Developmental Strategies
    • 19.17.7 SWOT Analysis
  • 19.18 CureMetrix
    • 19.18.1 Company Overview
    • 19.18.2 Company Snapshot
    • 19.18.3 Business Segments
    • 19.18.4 Business Performance
    • 19.18.5 Product Offerings
    • 19.18.6 Key Developmental Strategies
    • 19.18.7 SWOT Analysis
  • 19.19 ScreenPoint Medical
    • 19.19.1 Company Overview
    • 19.19.2 Company Snapshot
    • 19.19.3 Business Segments
    • 19.19.4 Business Performance
    • 19.19.5 Product Offerings
    • 19.19.6 Key Developmental Strategies
    • 19.19.7 SWOT Analysis
  • 19.20 Koios Medical
    • 19.20.1 Company Overview
    • 19.20.2 Company Snapshot
    • 19.20.3 Business Segments
    • 19.20.4 Business Performance
    • 19.20.5 Product Offerings
    • 19.20.6 Key Developmental Strategies
    • 19.20.7 SWOT Analysis