ヘルスケアにおけるコンピュータビジョンの世界市場規模調査：タイプ別、用途別、エンドユーザー別、地域別、2022年～2032年の予測

ヘルスケアにおけるコンピュータビジョンの世界市場は、2023年に約31億米ドルと評価され、予測期間2024-2032年には24.0％以上の健全な成長率で成長すると予測されています。

ヘルスケアにおけるコンピュータビジョンは、現実世界からの視覚情報、特に医療画像やビデオをコンピュータが解釈・分析できるようにする技術の応用です。これには、X線、MRI、CTスキャン、超音波画像、病理スライドなどの医療画像から意味のある洞察を自動的に抽出できるアルゴリズムとシステムの開発と展開が含まれます。さらに、機械学習モデルの開発が進み、ヘルスケアにおけるコンピュータビジョンの世界市場が注目を集めています。機械学習モデルは、医療画像をきめ細かく分析することができるため、個々の患者の特徴や治療反応を示すような微妙な変化やパターンを識別することができます。これにより、各患者固有のニーズに合わせた個別化治療計画の策定が可能になり、最終的には治療効果と患者満足度の向上につながります。

ヘルスケアにおけるコンピュータビジョンの世界市場は、精密医療の需要の高まりと、世界中の医療行為におけるビッグデータの統合の高まりによって牽引されています。精密医療は、バイオマーカーや予測モデルを活用し、特定の疾患を発症するリスクの高い個人を特定することで、疾患の早期発見と予防に重点を置いています。コンピュータビジョンアルゴリズムは、医療画像を解析して病気の微妙な兆候を早期に検出し、ヘルスケアプロバイダーが積極的に介入して病気の進行を緩和する予防措置を実施できるようにします。さらに、ビッグデータ解析は、リスクの高い患者集団を特定し、疾病の発生を予測し、資源配分を最適化することで、集団健康管理イニシアチブを可能にします。コンピュータビジョン技術は、医療画像から集団レベルの動向やパターンを分析することで、これらの取り組みを強化し、疾患の早期発見や介入戦略を促進することができます。しかし、ヘルスケアにおけるコンピュータビジョンの高コストとセキュリティ上の懸念が、予測期間2024-2032における市場全体の需要を阻害します。

ヘルスケアにおけるコンピュータビジョンの世界市場調査において考慮した主要地域は、アジア太平洋地域、北米、欧州、ラテンアメリカ、その他世界のその他の地域です。2023年、北米は、地域全体のヘルスケアにおけるAIベースの技術の統合に向けた政府の支持的な取り組みなどの要因により、収益の面で最大の地域市場でした。米国食品医薬品局（FDA）は、AIベースの医療機器の開発と規制を進めるため、人工知能/機械学習（AI/ML）行動計画などの取り組みを開始しました。この計画には、患者の安全性と有効性を確保しつつ、AIベースの技術の規制プロセスを合理化する戦略が含まれています。さらに、一方でアジア太平洋地域の市場は、予測期間2024-2032年にかけて最も速い速度で発展すると予想されています。

目次

第1章 ヘルスケアにおけるコンピュータビジョンの世界市場定義と調査前提条件

• 調査目的
• 市場の定義
• 調査前提条件
  • 包含と除外
  • 制限事項
  • 供給サイドの分析
    • 入手可能性
    • インフラ
    • 規制環境
    • 市場競争
    • 経済性（消費者の視点）
  • 需要サイド分析
    • 規制の枠組み
    • 技術の進歩
    • 環境への配慮
    • 消費者の意識と受容
• 調査手法
• 調査対象年
• 通貨換算レート

第2章 エグゼクティブサマリー

• ヘルスケアにおけるコンピュータビジョンの世界市場規模・予測（2022年～2032年）
• 地域別概要
• セグメント別概要
  • タイプ別
  • 用途別
  • エンドユーザー別
• 主要動向
• 景気後退の影響
• アナリストの結論・提言

第3章 ヘルスケアにおけるコンピュータビジョンの世界市場力学

• 市場促進要因
• 市場の課題
• 市場機会

第4章 ヘルスケアにおけるコンピュータビジョンの世界市場産業分析

• ポーターのファイブフォースモデル
  • 供給企業の交渉力
  • 買い手の交渉力
  • 新規参入業者の脅威
  • 代替品の脅威
  • 競争企業間の敵対関係
  • ポーターのファイブフォースモデルへの未来的アプローチ
  • ポーターのファイブフォースの影響分析
• PESTEL分析
  • 政治
  • 経済
  • 社会
  • 技術
  • 環境
  • 法律
• 主な投資機会
• 主要成功戦略
• 破壊的動向
• 業界専門家の視点
• アナリストの結論・提言

第5章 ヘルスケアにおけるコンピュータビジョンの世界市場規模・予測：タイプ、2022-2032年

• ソフトウェア
• ハードウェア
• ネットワーク

第6章 ヘルスケアにおけるコンピュータビジョンの世界市場規模・予測：用途別、2022-2032年

• 医療画像と診断
• 外科手術
• 検出
• その他

第7章 ヘルスケアにおけるコンピュータビジョンの世界市場規模・予測：エンドユーザー別、2022-2032

• ヘルスケアプロバイダー
• 診断センター
• 学術研究機関
• その他

第8章 ヘルスケアにおけるコンピュータビジョンの世界市場規模・予測：地域別、2022-2032年

• 北米のヘルスケアにおけるコンピュータビジョン市場
  • 米国
    • タイプ別内訳規模・予測、2022-2032年
    • 用途別内訳規模・予測、2022-2032年
    • エンドユーザー別内訳規模・予測、2022-2032年
  • カナダのヘルスケアにおけるコンピュータビジョン市場
• 欧州のヘルスケアにおけるコンピュータビジョン市場
  • 英国のヘルスケアにおけるコンピュータビジョン市場
  • ドイツのヘルスケアにおけるコンピュータビジョン市場
  • フランスのヘルスケアにおけるコンピュータビジョン市場
  • スペインのヘルスケアにおけるコンピュータビジョン市場
  • イタリアのヘルスケアにおけるコンピュータビジョン市場
  • その他欧州のヘルスケアにおけるコンピュータビジョン市場
• アジア太平洋のヘルスケアにおけるコンピュータビジョン市場
  • 中国のヘルスケアにおけるコンピュータビジョン市場
  • インドのヘルスケアにおけるコンピュータビジョン市場
  • 日本のヘルスケアにおけるコンピュータビジョン市場
  • オーストラリアのヘルスケアにおけるコンピュータビジョン市場
  • 韓国のヘルスケアにおけるコンピュータビジョン市場
  • その他アジア太平洋地域のヘルスケアにおけるコンピュータビジョン市場
• ラテンアメリカのヘルスケアにおけるコンピュータビジョン市場
  • ブラジルのヘルスケアにおけるコンピュータビジョン市場
  • メキシコのヘルスケアにおけるコンピュータビジョン市場
  • その他ラテンアメリカのヘルスケアにおけるコンピュータビジョン市場
• 中東・アフリカのヘルスケアにおけるコンピュータビジョン市場
  • サウジアラビアのヘルスケアにおけるコンピュータビジョン市場
  • 南アフリカのヘルスケアにおけるコンピュータビジョン市場
  • その他中東とアフリカのヘルスケアにおけるコンピュータビジョン市場

第9章 競合情報

• 主要企業のSWOT分析
• 主要市場戦略
• 企業プロファイル
  • Microsoft Corporation
    • 主要情報
    • 概要
    • 財務（データの入手可能性によります）
    • 製品概要
    • 市場戦略
  • International Business Machines Corporation
  • Intel Corporation
  • NVIDIA Corporation
  • AiCure LLC
  • iCAD Inc
  • Arterys Inc
  • Google LLC
  • Basler AG
  • Xilinx Inc

第10章 調査プロセス

• 調査プロセス
  • データマイニング
  • 分析
  • 市場推定
  • 検証
  • 出版
• 調査属性

LIST OF TABLES

• TABLE 1. Global Computer Vision in Healthcare market, report scope
• TABLE 2. Global Computer Vision in Healthcare market estimates & forecasts by Region 2022-2032 (USD Billion)
• TABLE 3. Global Computer Vision in Healthcare market estimates & forecasts by Type 2022-2032 (USD Billion)
• TABLE 4. Global Computer Vision in Healthcare market estimates & forecasts by Application 2022-2032 (USD Billion)
• TABLE 5. Global Computer Vision in Healthcare market estimates & forecasts by End Users 2022-2032 (USD Billion)
• TABLE 6. Global Computer Vision in Healthcare market by segment, estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 7. Global Computer Vision in Healthcare market by region, estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 8. Global Computer Vision in Healthcare market by segment, estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 9. Global Computer Vision in Healthcare market by region, estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 10. Global Computer Vision in Healthcare market by segment, estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 11. Global Computer Vision in Healthcare market by region, estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 12. Global Computer Vision in Healthcare market by segment, estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 13. Global Computer Vision in Healthcare market by region, estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 14. Global Computer Vision in Healthcare market by segment, estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 15. Global Computer Vision in Healthcare market by region, estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 16. U.S. Computer Vision in Healthcare market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 17. U.S. Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 18. U.S. Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 19. Canada Computer Vision in Healthcare market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 20. Canada Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 21. Canada Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 22. UK Computer Vision in Healthcare market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 23. UK Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 24. UK Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 25. Germany Computer Vision in Healthcare market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 26. Germany Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 27. Germany Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 28. France Computer Vision in Healthcare market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 29. France Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 30. France Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 31. Italy Computer Vision in Healthcare market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 32. Italy Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 33. Italy Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 34. Spain Computer Vision in Healthcare market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 35. Spain Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 36. Spain Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 37. RoE Computer Vision in Healthcare market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 38. RoE Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 39. RoE Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 40. China Computer Vision in Healthcare market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 41. China Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 42. China Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 43. India Computer Vision in Healthcare market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 44. India Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 45. India Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 46. Japan Computer Vision in Healthcare market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 47. Japan Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 48. Japan Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 49. Australia Computer Vision in Healthcare market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 50. Australia Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 51. Australia Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 52. South Korea Computer Vision in Healthcare market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 53. South Korea Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 54. South Korea Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 56. RoAPAC Computer Vision in Healthcare market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 57. RoAPAC Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 58. RoAPAC Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 59. Brazil Computer Vision in Healthcare market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 60. Brazil Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 61. Brazil Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 62. Mexico Computer Vision in Healthcare market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 63. Mexico Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 64. Mexico Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 65. RoLA Computer Vision in Healthcare market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 66. RoLA Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 67. RoLA Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 68. Saudi Arabia Computer Vision in Healthcare market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 69. Saudi Arabia Computer Vision in Healthcare market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 70. Saudi Arabia Computer Vision in Healthcare market estimates & forecasts, 2022-2032 (USD Billion)
• TABLE 71. South Africa Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 72.
• TABLE 73. South Africa Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 74. South Africa Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 75. RoMEA Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 76. RoMEA Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 77. RoMEA Computer Vision in Healthcare market estimates & forecasts by segment 2022-2032 (USD Billion)
• TABLE 78. List of secondary sources, used in the study of Global Computer Vision in Healthcare Market.
• TABLE 79. List of primary sources, used in the study of Global Computer Vision in Healthcare Market.
• TABLE 80. Years considered for the study.
• TABLE 81. Exchange rates considered.

LIST OF FIGURES

• FIG 1. Global Computer Vision in Healthcare market, research methodology
• FIG 2. Global Computer Vision in Healthcare market, market estimation techniques
• FIG 3. Global market size estimates & forecast methods.
• FIG 4. Global Computer Vision in Healthcare market, key trends 2023
• FIG 5. Global Computer Vision in Healthcare market, growth prospects 2022-2032
• FIG 6. Global Computer Vision in Healthcare market, porters 5 force model
• FIG 7. Global Computer Vision in Healthcare market, pestel analysis
• FIG 8. Global Computer Vision in Healthcare market, value chain analysis
• FIG 9. Global Computer Vision in Healthcare market by segment, 2022 & 2032 (USD Billion)
• FIG 10. Global Computer Vision in Healthcare market by segment, 2022 & 2032 (USD Billion)
• FIG 11. Global Computer Vision in Healthcare market by segment, 2022 & 2032 (USD Billion)
• FIG 12. Global Computer Vision in Healthcare market by segment, 2022 & 2032 (USD Billion)
• FIG 13. Global Computer Vision in Healthcare market by segment, 2022 & 2032 (USD Billion)
• FIG 14. Global Computer Vision in Healthcare market, regional snapshot 2022 & 2032
• FIG 15. North America Computer Vision in Healthcare market 2022 & 2032 (USD Billion)
• FIG 16. Europe Computer Vision in Healthcare market 2022 & 2032 (USD Billion)
• FIG 17. Asia pacific Computer Vision in Healthcare market 2022 & 2032 (USD Billion)
• FIG 18. Latin America Computer Vision in Healthcare market 2022 & 2032 (USD Billion)
• FIG 19. Middle East & Africa Computer Vision in Healthcare market 2022 & 2032 (USD Billion)
• FIG 20. Global Computer Vision in Healthcare market, company market share analysis (2023)

Global Computer Vision in Healthcare Market is valued approximately USD 3.1 billion in 2023 and is anticipated to grow with a healthy growth rate of more than 24.0% over the forecast period 2024-2032. Computer vision in healthcare is an application of technology that enables computers to interpret and analyze visual information from the real world, particularly medical images and videos. It involves the development and deployment of algorithms and systems that can automatically extract meaningful insights from medical images such as X-rays, MRIs, CT scans, ultrasound images, and pathology slides. Furthermore, the rising development of machine learning models is gaining attention towards Global Computer Vision in Healthcare Market. Machine learning models can analyze medical images at a granular level, allowing for the identification of subtle variations and patterns that would be indicative of individual patient characteristics or treatment responses. This enables the development of personalized treatment plans tailored to each patient's specific needs, ultimately improving treatment efficacy and patient satisfaction.

The Global Computer Vision in Healthcare Market is driven by rising demand of precision medicine and rising integration of big data in healthcare practices across the world. Precision medicine emphasizes early disease detection and prevention by leveraging biomarkers and predictive models to identify individuals at high risk of developing certain conditions. Computer vision algorithms can analyze medical images to detect subtle signs of disease at an early stage, enabling healthcare providers to intervene proactively and implement preventive measures to mitigate disease progression. In addition, big data analytics enables population health management initiatives by identifying high-risk patient populations, predicting disease outbreaks, and optimizing resource allocation. Computer vision technologies can enhance these efforts by analyzing population-level trends and patterns from medical images, facilitating early disease detection and intervention strategies. However, high cost of computer vision in healthcare and security concerns are going to impede the overall demand for the market during the forecast period 2024-2032.

The key regions considered for the Global Computer Vision in Healthcare market study includes Asia Pacific, North America, Europe, Latin America, and Rest of the World. In 2023, North America was the largest regional market in terms of revenue owing to factors such as supportive government initiatives towards integration of AI-based technologies in healthcare across the region. The U.S. Food and Drug Administration (FDA) has launched initiatives such as the Artificial Intelligence/Machine Learning (AI/ML) Action Plan to advance the development and regulation of AI-based medical devices. This plan includes strategies to streamline the regulatory process for AI-based technologies while ensuring patient safety and effectiveness. Furthermore, the market in Asia Pacific, on the other hand, is expected to develop at the fastest rate over the forecast period 2024-2032.

Major market player included in this report are:

• Microsoft Corporation
• International Business Machines Corporation
• Intel Corporation
• NVIDIA Corporation
• AiCure LLC
• iCAD Inc
• Arterys Inc
• Google LLC
• Basler AG
• Xilinx Inc

The detailed segments and sub-segment of the market are explained below:

By Type

• Software
• Hardware
• Networks

By Application

• Medical Imaging & Diagnostics
• Surgeries
• Detection
• Others

By End Users

• Healthcare providers
• Diagnostic centres
• Academic research institutes
• Others

By Region:

• North America
• U.S.
• Canada
• Europe
• UK
• Germany
• France
• Spain
• Italy
• ROE
• Asia Pacific
• China
• India
• Japan
• Australia
• South Korea
• RoAPAC
• Latin America
• Brazil
• Mexico
• Middle East & Africa
• Saudi Arabia
• South Africa
• RoMEA

Years considered for the study are as follows:

• Historical year - 2022
• Base year - 2023
• Forecast period - 2024 to 2032

Key Takeaways:

• Market Estimates & Forecast for 10 years from 2022 to 2032.
• Annualized revenues and regional level analysis for each market segment.
• Detailed analysis of geographical landscape with Country level analysis of major regions.
• Competitive landscape with information on major players in the market.
• Analysis of key business strategies and recommendations on future market approach.
• Analysis of competitive structure of the market.
• Demand side and supply side analysis of the market.

Table of Contents

Chapter 1. Global Computer Vision in Healthcare Market Definition and Research Assumptions

• 1.1. Research Objective
• 1.2. Market Definition
• 1.3. Research Assumptions
  • 1.3.1. Inclusion & Exclusion
  • 1.3.2. Limitations
  • 1.3.3. Supply Side Analysis
    • 1.3.3.1. Availability
    • 1.3.3.2. Infrastructure
    • 1.3.3.3. Regulatory Environment
    • 1.3.3.4. Market Competition
    • 1.3.3.5. Economic Viability (Consumer's Perspective)
  • 1.3.4. Demand Side Analysis
    • 1.3.4.1. Regulatory frameworks
    • 1.3.4.2. Technological Advancements
    • 1.3.4.3. Environmental Considerations
    • 1.3.4.4. Consumer Awareness & Acceptance
• 1.4. Estimation Methodology
• 1.5. Years Considered for the Study
• 1.6. Currency Conversion Rates

Chapter 2. Executive Summary

• 2.1. Global Computer Vision in Healthcare Market Size & Forecast (2022- 2032)
• 2.2. Regional Summary
• 2.3. Segmental Summary
  • 2.3.1. By Type
  • 2.3.2. By Application
  • 2.3.3. By End Users
• 2.4. Key Trends
• 2.5. Recession Impact
• 2.6. Analyst Recommendation & Conclusion

Chapter 3. Global Computer Vision in Healthcare Market Dynamics

• 3.1. Market Drivers
• 3.2. Market Challenges
• 3.3. Market Opportunities

Chapter 4. Global Computer Vision in Healthcare Market Industry Analysis

• 4.1. Porter's 5 Force Model
  • 4.1.1. Bargaining Power of Suppliers
  • 4.1.2. Bargaining Power of Buyers
  • 4.1.3. Threat of New Entrants
  • 4.1.4. Threat of Substitutes
  • 4.1.5. Competitive Rivalry
  • 4.1.6. Futuristic Approach to Porter's 5 Force Model
  • 4.1.7. Porter's 5 Force Impact Analysis
• 4.2. PESTEL Analysis
  • 4.2.1. Political
  • 4.2.2. Economical
  • 4.2.3. Social
  • 4.2.4. Technological
  • 4.2.5. Environmental
  • 4.2.6. Legal
• 4.3. Top investment opportunity
• 4.4. Top winning strategies
• 4.5. Disruptive Trends
• 4.6. Industry Expert Perspective
• 4.7. Analyst Recommendation & Conclusion

Chapter 5. Global Computer Vision in Healthcare Market Size & Forecasts by Type 2022-2032

• 5.1. Software
• 5.2. Hardware
• 5.3. Networks

Chapter 6. Global Computer Vision in Healthcare Market Size & Forecasts by Application 2022-2032

• 6.1. Medical Imaging & Diagnostics
• 6.2. Surgeries
• 6.3. Detection
• 6.4. Others

Chapter 7. Global Computer Vision in Healthcare Market Size & Forecasts by End Users 2022-2032

• 7.1. Healthcare providers
• 7.2. Diagnostic centres
• 7.3. Academic research institutes
• 7.4. Others

Chapter 8. Global Computer Vision in Healthcare Market Size & Forecasts by Region 2022-2032

• 8.1. North America Computer Vision in Healthcare Market
  • 8.1.1. U.S. Computer Vision in Healthcare Market
    • 8.1.1.1. Type breakdown size & forecasts, 2022-2032
    • 8.1.1.2. Application breakdown size & forecasts, 2022-2032
    • 8.1.1.3. End Users breakdown size & forecasts, 2022-2032
  • 8.1.2. Canada Computer Vision in Healthcare Market
• 8.2. Europe Computer Vision in Healthcare Market
  • 8.2.1. U.K. Computer Vision in Healthcare Market
  • 8.2.2. Germany Computer Vision in Healthcare Market
  • 8.2.3. France Computer Vision in Healthcare Market
  • 8.2.4. Spain Computer Vision in Healthcare Market
  • 8.2.5. Italy Computer Vision in Healthcare Market
  • 8.2.6. Rest of Europe Computer Vision in Healthcare Market
• 8.3. Asia-Pacific Computer Vision in Healthcare Market
  • 8.3.1. China Computer Vision in Healthcare Market
  • 8.3.2. India Computer Vision in Healthcare Market
  • 8.3.3. Japan Computer Vision in Healthcare Market
  • 8.3.4. Australia Computer Vision in Healthcare Market
  • 8.3.5. South Korea Computer Vision in Healthcare Market
  • 8.3.6. Rest of Asia Pacific Computer Vision in Healthcare Market
• 8.4. Latin America Computer Vision in Healthcare Market
  • 8.4.1. Brazil Computer Vision in Healthcare Market
  • 8.4.2. Mexico Computer Vision in Healthcare Market
  • 8.4.3. Rest of Latin America Computer Vision in Healthcare Market
• 8.5. Middle East & Africa Computer Vision in Healthcare Market
  • 8.5.1. Saudi Arabia Computer Vision in Healthcare Market
  • 8.5.2. South Africa Computer Vision in Healthcare Market
  • 8.5.3. Rest of Middle East & Africa Computer Vision in Healthcare Market

Chapter 9. Competitive Intelligence

• 9.1. Key Company SWOT Analysis
• 9.2. Top Market Strategies
• 9.3. Company Profiles
  • 9.3.1. Microsoft Corporation
    • 9.3.1.1. Key Information
    • 9.3.1.2. Overview
    • 9.3.1.3. Financial (Subject to Data Availability)
    • 9.3.1.4. Product Summary
    • 9.3.1.5. Market Strategies
  • 9.3.2. International Business Machines Corporation
  • 9.3.3. Intel Corporation
  • 9.3.4. NVIDIA Corporation
  • 9.3.5. AiCure LLC
  • 9.3.6. iCAD Inc
  • 9.3.7. Arterys Inc
  • 9.3.8. Google LLC
  • 9.3.9. Basler AG
  • 9.3.10. Xilinx Inc

Chapter 10. Research Process

• 10.1. Research Process
  • 10.1.1. Data Mining
  • 10.1.2. Analysis
  • 10.1.3. Market Estimation
  • 10.1.4. Validation
  • 10.1.5. Publishing
• 10.2. Research Attributes