デフォルト表紙
市場調査レポート
商品コード
1515397

ヘルスケアにおけるコンピュータビジョン市場：コンポーネント別、製品タイプ別、用途別、エンドユーザー別、国別、地域別 - 産業分析、市場規模、市場シェア、2024年～2032年の予測

Computer Vision in Healthcare Market, By Component, By Product Type, By Application, By End-User, By Country, and By Region - Industry Analysis, Market Size, Market Share & Forecast from 2024-2032

出版日
ページ情報
英文 390 Pages
納期
2～3営業日
カスタマイズ可能
ヘルスケアにおけるコンピュータビジョン市場：コンポーネント別、製品タイプ別、用途別、エンドユーザー別、国別、地域別 - 産業分析、市場規模、市場シェア、2024年～2032年の予測
出版日: 2024年06月24日
発行: AnalystView Market Insights
ページ情報: 英文 390 Pages
納期: 2～3営業日
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概要

レポートハイライト

ヘルスケアにおけるコンピュータビジョン市場規模は2023年に26億7,821万米ドルとなり、2024年から2032年にかけて34.5%のCAGRで拡大

ヘルスケアにおけるコンピュータビジョン市場-市場力学

ヘルスケアにおける人工知能技術の採用が市場成長を牽引すると予測

コンピュータビジョンは、AIや機械学習アルゴリズムを利用して画像や動画から視覚データを調べるもので、特に医療画像や診断に有益であることが分かっています。膨大な医療画像データセットの分析を通じて、AIはがんなどの病気の早期発見や、潜在的な健康問題を示す可能性のあるスキャンの異常の特定を支援することができます。Exploding Topicsが実施した調査によると、77％の企業が現在、自社の業務にAIを活用、またはその利用を検討しており、83％の企業がAIは自社の事業戦略において重要な焦点であると回答しています。さらに、拡大する創薬・医薬品開発分野は市場に成長機会をもたらしています。とはいえ、データプライバシーとセキュリティに関する懸念が市場の成長を阻害する可能性もあります。

ヘルスケアにおけるコンピュータビジョン市場-主な洞察

調査アナリストの分析によると、世界市場は予測期間（2024-2032年）に約34.5％のCAGRで毎年成長すると予測されています。

市場セグメンテーションでは、ソフトウェアが2023年に最大の市場シェアを示すと予測されています。

製品タイプ別では、2023年にPCベースのコンピュータビジョンシステムが主要タイプでした。

用途別では、2023年に医療画像と診断が主要タイプでした。

エンドユーザー別では、ヘルスケアプロバイダが2023年の主要製品です。

地域別では、北米が2023年に収益でリードしました。

ヘルスケアにおけるコンピュータビジョン市場-セグメンテーション分析：

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、コンポーネント、製品タイプ、アプリケーション、エンドユーザー、地域に基づいてセグメント化されます。

市場はコンポーネントによって3つのセグメントに分類される：ハードウェア、ソフトウェア、サービス。市場の成長を牽引するのはソフトウェアです。ヘルスケア分野は、診断の強化、患者の転帰の改善、業務ワークフローの最適化など、コンピュータビジョンソフトウェアアプリケーションによって革命的な変革を遂げようとしています。

市場は製品タイプによって2つに区分される：スマートカメラベースのコンピュータビジョンシステムとPCベースのコンピュータビジョンシステムです。市場をリードするのはPCベースのコンピュータ・ビジョン・システムです。堅牢なGPUとCPUを搭載したPCベースのシステムは、X線、CTスキャン、MRI、病理スライドなどの医療画像の解析に利用されます。

市場は用途によって2つのセグメントに分類される：医療画像＆診断、外科、患者管理＆調査、その他です。医療画像＆診断が市場の大半を占めています。医療イメージングと診断におけるコンピュータビジョンの導入は、ヘルスケア業界における革命的な動向であり、画像解析、診断、患者ケアにおける強化された機能を提供します。

市場はエンドユーザーによって2つのセグメントに分類される：ヘルスケアプロバイダー、診断センター、学術研究機関、その他です。市場を独占しているのはヘルスケアプロバイダーです。診断、手術ガイダンス、遠隔医療、業務効率化のための高度なツールが、コンピュータビジョン技術を通じてヘルスケアプロバイダーに提供され、その分野で力を発揮しています。

ヘルスケアにおけるコンピュータビジョン市場-地理的洞察

市場は、北米、ラテンアメリカ、欧州、アジア太平洋、中東アフリカに地理的に広がっています。これらの地域は、ビジネスの成長に貢献している国によってさらに細分化されています。北米は、強力なヘルスケアインフラと技術進歩への注力により、市場拡大をリードしています。特に米国とカナダでは、病院、診断センター、研究機関などの施設が整備され、高度なヘルスケアシステムを誇っています。ほとんどの豊かな国では、ヘルスケア支出がGDPの19.7％以上を占めており、米国では2022年末までに26％近くに達すると予想されています。ヘルスケアは米国最大の雇用主であるため、これは驚くべきことではないです。米国は世界のその他の地域よりもヘルスケアにお金をかけています。欧州は、遠隔医療の採用が増加していることを背景に、市場成長の第2位の地域となっています。

ヘルスケアにおけるコンピュータビジョン市場-競合情勢：

ヘルスケアにおけるコンピュータビジョン市場は、企業や機関が医療目的でAI駆動技術の活用を目指しているため、競争が激化しています。大手ヘルスケアプロバイダーや病院システムは、患者ケアを強化し、業務を合理化するためにAIソリューションを採用しています。AIを搭載したコンピュータ・ビジョン・ツールを臨床プロセスに組み込むために、テクノロジー企業とのコラボレーションが一般的になっています。遠隔診断、手術計画、患者モニタリング用のコンピュータ・ビジョン・アプリケーションの開発に重点を置き、AIヘルスケア分野に参入する新興企業が増えています。

目次

第1章 ヘルスケア市場概要

  • 調査範囲
  • 市場推定年

第2章 エグゼクティブサマリー

  • 市場内訳
  • 競合考察

第3章 ヘルスケアにおけるコンピュータビジョンの主要市場動向

  • 市場促進要因
  • 市場抑制要因
  • 市場機会
  • 市場の将来動向

第4章 ヘルスケアにおけるコンピュータビジョン業界調査

  • PEST分析
  • ポーターのファイブフォース分析
  • 成長見通しマッピング
  • 規制枠組み分析

第5章 ヘルスケアにおけるコンピュータビジョン市場： COVID-19の影響分析

  • COVID-19以前の影響分析
  • COVID-19後の影響分析

第6章 ヘルスケアにおけるコンピュータビジョン市場情勢

  • ヘルスケア市場シェア分析におけるコンピュータービジョン、2023年
  • 主要メーカー別内訳データ
    • 既存企業の分析
    • 新興企業の分析

第7章 ヘルスケアにおけるコンピュータビジョン市場：コンポーネント別

  • 概要
    • セグメントシェア分析
    • ハードウェア
    • ソフトウェア
    • サービス

第8章 ヘルスケアにおけるコンピュータビジョン市場：製品タイプ別

  • 概要
    • セグメントシェア分析
    • スマートカメラベースのコンピュータビジョンシステム
    • PCベースのコンピュータビジョンシステム

第9章 ヘルスケアにおけるコンピュータビジョン市場：用途別

  • 概要
    • セグメントシェア分析
    • 医療画像診断
    • 手術
    • 患者管理と調査
    • その他

第10章 ヘルスケアにおけるコンピュータビジョン市場：エンドユーザー別

  • 概要
    • セグメントシェア分析
    • ヘルスケア提供者
    • 診断センター
    • 学術研究機関
    • その他

第11章 ヘルスケアにおけるコンピュータビジョン市場：地域別

  • イントロダクション
  • 北米
    • 概要
    • 北米の主要メーカー
    • 米国
    • カナダ
  • 欧州
    • 概要
    • 欧州の主要メーカー
    • ドイツ
    • イタリア
    • 英国
    • フランス
    • ロシア
    • オランダ
    • スウェーデン
    • ポーランド
    • その他
  • アジア太平洋（APAC）
    • 概要
    • アジア太平洋地域の主要メーカー
    • インド
    • 中国
    • 日本
    • 韓国
    • オーストラリア
    • タイ
    • インドネシア
    • フィリピン
    • その他
  • ラテンアメリカ
    • 概要
    • ラテンアメリカの主要メーカー
    • ブラジル
    • メキシコ
    • アルゼンチン
    • コロンビア
    • その他
  • 中東およびアフリカ
    • 概要
    • 中東・アフリカの主要メーカー
    • サウジアラビア
    • アラブ首長国連邦
    • イスラエル
    • トルコ
    • アルジェリア
    • エジプト
    • その他

第12章 主要ベンダー分析：ヘルスケアにおけるコンピュータビジョン業界

  • 競争ダッシュボード
  • 企業プロファイル
    • AiCure
    • Microsoft
    • Google
    • Arterys, Inc.
    • NVIDIA
    • Basler AG
    • IBM Corporation
    • Basler AG
    • Xilinx
    • ICAD Inc.
    • Others

第13章 アナリストの全方位展望

図表

List of Tables

  • TABLE List of data sources
  • TABLE Market drivers; Impact Analysis
  • TABLE Market restraints; Impact Analysis
  • TABLE Computer Vision in Healthcare Market: Component Snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by Component
  • TABLE Global Computer Vision in Healthcare Market, by Component 2019-2032 (USD Million)
  • TABLE Computer Vision in Healthcare Market: Product Type Snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by Product Type
  • TABLE Global Computer Vision in Healthcare Market, by Product Type 2019-2032 (USD Million)
  • TABLE Computer Vision in Healthcare Market: Application Snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by Application
  • TABLE Global Computer Vision in Healthcare Market, by Application 2019-2032 (USD Million)
  • TABLE Computer Vision in Healthcare Market: End-User Snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by End-User
  • TABLE Global Computer Vision in Healthcare Market, by End-User 2019-2032 (USD Million)
  • TABLE Computer Vision in Healthcare Market: Regional snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by Region
  • TABLE Global Computer Vision in Healthcare Market, by Region 2019-2032 (USD Million)
  • TABLE North America Computer Vision in Healthcare Market, by Country, 2019-2032 (USD Million)
  • TABLE North America Computer Vision in Healthcare Market, by Component, 2019-2032 (USD Million)
  • TABLE North America Computer Vision in Healthcare Market, by Product Type, 2019-2032 (USD Million)
  • TABLE North America Computer Vision in Healthcare Market, by Application, 2019-2032 (USD Million)
  • TABLE North America Computer Vision in Healthcare Market, by End-User, 2019-2032 (USD Million)
  • TABLE Europe Computer Vision in Healthcare Market, by Country, 2019-2032 (USD Million)
  • TABLE Europe Computer Vision in Healthcare Market, by Component, 2019-2032 (USD Million)
  • TABLE Europe Computer Vision in Healthcare Market, by Product Type, 2019-2032 (USD Million)
  • TABLE Europe Computer Vision in Healthcare Market, by Application, 2019-2032 (USD Million)
  • TABLE Europe Computer Vision in Healthcare Market, by End-User, 2019-2032 (USD Million)
  • TABLE Asia Pacific Computer Vision in Healthcare Market, by Country, 2019-2032 (USD Million)
  • TABLE Asia Pacific Computer Vision in Healthcare Market, by Component, 2019-2032 (USD Million)
  • TABLE Asia Pacific Computer Vision in Healthcare Market, by Product Type, 2019-2032 (USD Million)
  • TABLE Asia Pacific Computer Vision in Healthcare Market, by Application, 2019-2032 (USD Million)
  • TABLE Asia Pacific Computer Vision in Healthcare Market, by End-User, 2019-2032 (USD Million)
  • TABLE Latin America Computer Vision in Healthcare Market, by Country, 2019-2032 (USD Million)
  • TABLE Latin America Computer Vision in Healthcare Market, by Component, 2019-2032 (USD Million)
  • TABLE Latin America Computer Vision in Healthcare Market, by Product Type, 2019-2032 (USD Million)
  • TABLE Latin America Computer Vision in Healthcare Market, by Application, 2019-2032 (USD Million)
  • TABLE Latin America Computer Vision in Healthcare Market, by End-User, 2019-2032 (USD Million)
  • TABLE Middle East and Africa Computer Vision in Healthcare Market, by Country, 2019-2032 (USD Million)
  • TABLE Middle East and Africa Computer Vision in Healthcare Market, by Component, 2019-2032 (USD Million)
  • TABLE Middle East and Africa Computer Vision in Healthcare Market, by Product Type, 2019-2032 (USD Million)
  • TABLE Middle East and Africa Computer Vision in Healthcare Market, by Application, 2019-2032 (USD Million)
  • TABLE Middle East and Africa Computer Vision in Healthcare Market, by End-User, 2019-2032 (USD Million)

List of Figures

  • FIGURE Computer Vision in Healthcare Market Segmentation
  • FIGURE Market research methodology
  • FIGURE Value chain analysis
  • FIGURE Porter's Five Forces Analysis
  • FIGURE Market Attractiveness Analysis
  • FIGURE COVID-19 Impact Analysis
  • FIGURE Pre & Post COVID-19 Impact Comparision Study
  • FIGURE Competitive Landscape; Key company market share analysis, 2023
  • FIGURE Component segment market share analysis, 2023 & 2032
  • FIGURE Component segment market size forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Product Type segment market share analysis, 2023 & 2032
  • FIGURE Product Type segment market size forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Application segment market share analysis, 2023 & 2032
  • FIGURE Application segment market size forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE End-User segment market share analysis, 2023 & 2032
  • FIGURE End-User segment market size forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Regional segment market share analysis, 2023 & 2032
  • FIGURE Regional segment market size forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE North America Computer Vision in Healthcare Market share and leading players, 2023
  • FIGURE Europe Computer Vision in Healthcare Market share and leading players, 2023
  • FIGURE Asia Pacific Computer Vision in Healthcare Market share and leading players, 2023
  • FIGURE Latin America Computer Vision in Healthcare Market share and leading players, 2023
  • FIGURE Middle East and Africa Computer Vision in Healthcare Market share and leading players, 2023
  • FIGURE North America market share analysis by country, 2023
  • FIGURE U.S. Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Canada Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Europe Computer Vision in Healthcare Market share analysis by country, 2023
  • FIGURE Germany Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Spain Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Italy Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE France Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE UK Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Russia Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Netherlands Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Sweden Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Poland Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Rest of the Europe Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Asia Pacific Computer Vision in Healthcare Market share analysis by country, 2023
  • FIGURE India Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE China Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Japan Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE South Korea Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Australia Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Thailand Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Indonesia Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Philippines Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Rest of APAC Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Latin America Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Latin America Computer Vision in Healthcare Market share analysis by country, 2023
  • FIGURE Brazil Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Mexico Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Argentina Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Colombia Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Rest of LATAM Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Middle East and Africa Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Middle East and Africa Computer Vision in Healthcare Market share analysis by country, 2023
  • FIGURE Saudi Arabia Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE United Arab Emirates Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Israel Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Turkey Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Algeria Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Egypt Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
  • FIGURE Rest of MEA Computer Vision in Healthcare Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
目次
Product Code: ANV3158

REPORT HIGHLIGHT

Computer Vision in Healthcare Market size was valued at USD 2,678.21 Million in 2023, expanding at a CAGR of 34.5% from 2024 to 2032.

Computer vision falls under the broader category of artificial intelligence and focuses on analyzing still images or video streams to draw conclusions and take specific actions. In the field of healthcare, advancements in computer vision, particularly in object recognition, empower doctors with the ability to provide constant attention and tireless observation. For instance, machines have an error rate of only 3.5% compared to the 5% error rate of humans. In essence, computer vision's object detection and recognition capabilities outperform human abilities in these tasks. Moreover, computer vision in healthcare adds value by offering enhanced care services to patients in medical settings, as it can detect the early stages of diseases. Recent research indicates that artificial intelligence not only speeds up physicians' work but also enhances the quality of care provided. The latest developments in object recognition technology focus on deep learning, which involves machine learning algorithms utilizing multi-layer neural networks. Deep learning has significantly improved the accuracy of object recognition on various data sets, both open and private.

Computer Vision in Healthcare Market- Market Dynamics

Adoption of artificial intelligence technologies in healthcare is expected to drive the growth of the market

Computer vision utilizes AI and machine learning algorithms to examine visual data from images and videos, proving especially beneficial in medical imaging and diagnostics. Through the analysis of extensive medical image datasets, AI can aid in the early detection of diseases such as cancer or the identification of abnormalities in scans that may indicate potential health issues. As per research conducted by Exploding Topics, 77% of companies are currently utilizing or exploring the use of AI in their operations, with 83% of companies stating that AI is a key focus in their business strategies. Additionally, the expanding field of Drug Discovery and Development presents growth opportunities for the market. Nevertheless, concerns regarding Data Privacy and Security could impede market growth.

Computer Vision in Healthcare Market- Key Insights

As per the analysis shared by our research analyst, the global market is estimated to grow annually at a CAGR of around 34.5% over the forecast period (2024-2032)

Based on Component segmentation, Software was predicted to show maximum market share in the year 2023

Based on Product Type segmentation, PC-based Computer Vision Systems was the leading type in 2023

Based on Application segmentation, Medical Imaging & Diagnostics was the leading type in 2023

Based on End-User segmentation, Healthcare Providers was the leading type in 2023

Based on region, North America was the leading revenue generator in 2023

Computer Vision in Healthcare Market- Segmentation Analysis:

The Global Computer Vision in Healthcare Market is segmented based on Component, Product Type, Application, End-User, and Region.

The market is categorized into three segments according to Components: Hardware, Software, and Services. Software holds the upper hand in driving market growth. The healthcare sector is on the verge of a revolutionary transformation with computer vision software applications, as they enhance diagnostics, improve patient outcomes, and optimize operational workflows.

The market is segmented into two categories according to Product Type: Smart Cameras-based Computer Vision Systems and PC-based Computer Vision Systems. The PC-based Computer Vision Systems segment leads the market. PC-based systems, which are equipped with robust GPUs and CPUs, are utilized for the analysis of medical images like X-rays, CT scans, MRIs, and pathology slides.

The market is categorized into two segments according to its application: Medical Imaging & Diagnostics, Surgeries, Patient Management & Research, and Others. Medical Imaging & Diagnostics holds the majority share in the market. The incorporation of computer vision in medical imaging and diagnostics is a revolutionary trend in the healthcare industry, providing enhanced capabilities in image analysis, diagnostics, and patient care.

The market is categorized into two segments according to the end-users: Healthcare Providers, Diagnostic Centers, Academic Research Institutes, and Others. The dominant force in the market is the Healthcare Providers. Advanced tools for diagnostics, surgical guidance, telemedicine, and operational efficiency are being provided to healthcare providers through computer vision technologies, empowering them in their field.

Computer Vision in Healthcare Market- Geographical Insights

The market is geographically spread across North America, Latin America, Europe, Asia Pacific, and the Middle East and Africa. These regions are further segmented by countries contributing to business growth. North America leads in market expansion, due to its strong healthcare infrastructure and focus on technological advancements. Particularly in the United States and Canada, North America boasts advanced healthcare systems with well-established facilities such as hospitals, diagnostic centers, and research institutions. Healthcare spending accounts for over 19.7% of the GDP in most affluent nations, with the United States expected to reach close to 26% by the end of 2022. This is not surprising, as healthcare is the largest employer in the United States. The United States outspends the rest of the world on healthcare. Europe follows as the second largest region for market growth, driven by the increasing adoption of telemedicine.

Computer Vision in Healthcare Market- Competitive Landscape:

The Computer Vision in the Healthcare market is witnessing increased competition as companies and institutions aim to leverage AI-driven technologies for medical purposes. Leading healthcare providers and hospital systems are adopting AI solutions to enhance patient care and streamline operations. Collaboration with technology firms is common for integrating AI-powered computer vision tools into clinical processes. A growing number of startups are entering the AI healthcare sector, with a focus on developing computer vision applications for remote diagnostics, surgical planning, and patient monitoring.

Recent Developments:

Google Cloud unveiled its Medical Imaging Suite on Tuesday, introducing a new technology aimed at improving the accessibility and interoperability of radiology and other imaging data.

On March 18, 2024, Microsoft Corp. announced an extended partnership with NVIDIA aimed at leveraging generative AI, cloud computing, and accelerated computing in the healthcare and life sciences sectors. This collaboration will combine Microsoft Azure's global reach, security features, and advanced computing resources with NVIDIA DGX Cloud and the NVIDIA Clara suite of computing platforms, software, and services. The goal is to facilitate innovation and enhance patient care within healthcare and life sciences organizations.

SCOPE OF THE REPORT

The scope of this report covers the market by its major segments, which include as follows:

GLOBAL COMPUTER VISION IN HEALTHCARE MARKET KEY PLAYERS- DETAILED COMPETITIVE INSIGHTS

AiCure

Microsoft

Google

Arterys, Inc.

NVIDIA

Basler AG

IBM Corporation

Basler AG

Xilinx

ICAD Inc.

Others

GLOBAL COMPUTER VISION IN HEALTHCARE MARKET, BY COMPONENT- MARKET ANALYSIS, 2019 - 2032

  • Hardware
  • Software
  • Services

GLOBAL COMPUTER VISION IN HEALTHCARE MARKET, BY PRODUCT TYPE- MARKET ANALYSIS, 2019 - 2032

  • Smart Cameras-based Computer Vision Systems
  • PC-based Computer Vision Systems

GLOBAL COMPUTER VISION IN HEALTHCARE MARKET, BY APPLICATION- MARKET ANALYSIS, 2019 - 2032

  • Medical Imaging & Diagnostics
  • Surgeries
  • Patient Management & Research
  • Others

GLOBAL COMPUTER VISION IN HEALTHCARE MARKET, BY END-USER- MARKET ANALYSIS, 2019 - 2032

  • Healthcare Providers
  • Diagnostic Centers
  • Academic Research Institutes
  • Others

GLOBAL COMPUTER VISION IN HEALTHCARE MARKET, BY REGION- MARKET ANALYSIS, 2019 - 2032

  • North America
  • The U.S.
  • Canada
  • Europe
  • Germany
  • France
  • Italy
  • Spain
  • United Kingdom
  • Russia
  • Netherlands
  • Sweden
  • Poland
  • Rest of Europe
  • Asia Pacific
  • India
  • China
  • South Korea
  • Japan
  • Australia
  • Thailand
  • Indonesia
  • Philippines
  • Rest of APAC
  • Latin America
  • Brazil
  • Mexico
  • Argentina
  • Colombia
  • Rest of LATAM
  • The Middle East and Africa
  • Saudi Arabia
  • United Arab Emirates
  • Israel
  • Turkey
  • Algeria
  • Egypt
  • Rest of MEA

Table of Contents

1. Computer Vision in Healthcare Market Overview

  • 1.1. Study Scope
  • 1.2. Market Estimation Years

2. Executive Summary

  • 2.1. Market Snippet
    • 2.1.1. Computer Vision in Healthcare Market Snippet by Component
    • 2.1.2. Computer Vision in Healthcare Market Snippet by Product Type
    • 2.1.3. Computer Vision in Healthcare Market Snippet by Application
    • 2.1.4. Computer Vision in Healthcare Market Snippet by End-User
    • 2.1.5. Computer Vision in Healthcare Market Snippet by Country
    • 2.1.6. Computer Vision in Healthcare Market Snippet by Region
  • 2.2. Competitive Insights

3. Computer Vision in Healthcare Key Market Trends

  • 3.1. Computer Vision in Healthcare Market Drivers
    • 3.1.1. Impact Analysis of Market Drivers
  • 3.2. Computer Vision in Healthcare Market Restraints
    • 3.2.1. Impact Analysis of Market Restraints
  • 3.3. Computer Vision in Healthcare Market Opportunities
  • 3.4. Computer Vision in Healthcare Market Future Trends

4. Computer Vision in Healthcare Industry Study

  • 4.1. PEST Analysis
  • 4.2. Porter's Five Forces Analysis
  • 4.3. Growth Prospect Mapping
  • 4.4. Regulatory Framework Analysis

5. Computer Vision in Healthcare Market: COVID-19 Impact Analysis

  • 5.1. Pre-COVID-19 Impact Analysis
  • 5.2. Post-COVID-19 Impact Analysis
    • 5.2.1. Top Performing Segments
    • 5.2.2. Marginal Growth Segments
    • 5.2.3. Top Looser Segments
    • 5.2.4. Marginal Loss Segments

6. Computer Vision in Healthcare Market Landscape

  • 6.1. Computer Vision in Healthcare Market Share Analysis, 2023
  • 6.2. Breakdown Data, by Key Manufacturer
    • 6.2.1. Established Players' Analysis
    • 6.2.2. Emerging Players' Analysis

7. Computer Vision in Healthcare Market - By Component

  • 7.1. Overview
    • 7.1.1. Segment Share Analysis, By Component, 2023 & 2032 (%)
    • 7.1.2. Hardware
    • 7.1.3. Software
    • 7.1.4. Services

8. Computer Vision in Healthcare Market - By Product Type

  • 8.1. Overview
    • 8.1.1. Segment Share Analysis, By Product Type, 2023 & 2032 (%)
    • 8.1.2. Smart Cameras-based Computer Vision Systems
    • 8.1.3. PC-based Computer Vision Systems

9. Computer Vision in Healthcare Market - By Application

  • 9.1. Overview
    • 9.1.1. Segment Share Analysis, By Application, 2023 & 2032 (%)
    • 9.1.2. Medical Imaging & Diagnostics
    • 9.1.3. Surgeries
    • 9.1.4. Patient Management & Research
    • 9.1.5. Others

10. Computer Vision in Healthcare Market - By End-User

  • 10.1. Overview
    • 10.1.1. Segment Share Analysis, By End-User, 2023 & 2032 (%)
    • 10.1.2. Healthcare Providers
    • 10.1.3. Diagnostic Centers
    • 10.1.4. Academic Research Institutes
    • 10.1.5. Others

11. Computer Vision in Healthcare Market- By Geography

  • 11.1. Introduction
    • 11.1.1. Segment Share Analysis, By Geography, 2023 & 2032 (%)
  • 11.2. North America
    • 11.2.1. Overview
    • 11.2.2. Computer Vision in Healthcare Key Manufacturers in North America
    • 11.2.3. North America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 11.2.4. North America Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.2.5. North America Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
    • 11.2.6. North America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.2.7. North America Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.2.8. U.S.
      • 11.2.8.1. Overview
      • 11.2.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.2.8.3. U.S. Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.2.8.4. U.S. Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.2.8.5. U.S. Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.2.8.6. U.S. Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.2.9. Canada
      • 11.2.9.1. Overview
      • 11.2.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.2.9.3. Canada Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.2.9.4. Canada Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.2.9.5. Canada Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.2.9.6. Canada Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
  • 11.3. Europe
    • 11.3.1. Overview
    • 11.3.2. Computer Vision in Healthcare Key Manufacturers in Europe
    • 11.3.3. Europe Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 11.3.4. Europe Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.3.5. Europe Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
    • 11.3.6. Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.3.7. Europe Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.3.8. Germany
      • 11.3.8.1. Overview
      • 11.3.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.8.3. Germany Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.3.8.4. Germany Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.3.8.5. Germany Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.8.6. Germany Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.3.9. Italy
      • 11.3.9.1. Overview
      • 11.3.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.9.3. Italy Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.3.9.4. Italy Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.3.9.5. Italy Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.9.6. Italy Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.3.10. United Kingdom
      • 11.3.10.1. Overview
      • 11.3.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.10.3. United Kingdom Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.3.10.4. United Kingdom Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.3.10.5. United Kingdom Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.10.6. United Kingdom Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.3.11. France
      • 11.3.11.1. Overview
      • 11.3.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.11.3. France Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.3.11.4. France Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.3.11.5. France Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.11.6. France Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.3.12. Russia
      • 11.3.12.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.12.2. Russia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.3.12.3. Russia Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.3.12.4. Russia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.12.5. Russia Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.3.13. Netherlands
      • 11.3.13.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.13.2. Netherlands Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.3.13.3. Netherlands Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.3.13.4. Netherlands Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.13.5. Netherlands Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.3.14. Sweden
      • 11.3.14.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.14.2. Sweden Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.3.14.3. Sweden Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.3.14.4. Sweden Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.14.5. Sweden Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.3.15. Poland
      • 11.3.15.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.15.2. Poland Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.3.15.3. Poland Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.3.15.4. Poland Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.15.5. Poland Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.3.16. Rest of Europe
      • 11.3.16.1. Overview
      • 11.3.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.3.16.3. Rest of the Europe Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.3.16.4. Rest of the Europe Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.3.16.5. Rest of the Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.3.16.6. Rest of the Europe Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
  • 11.4. Asia Pacific (APAC)
    • 11.4.1. Overview
    • 11.4.2. Computer Vision in Healthcare Key Manufacturers in Asia Pacific
    • 11.4.3. Asia Pacific Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 11.4.4. Asia Pacific Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.4.5. Asia Pacific Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
    • 11.4.6. Asia Pacific Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.4.7. Asia Pacific Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.4.8. India
      • 11.4.8.1. Overview
      • 11.4.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.8.3. India Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.4.8.4. India Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.4.8.5. India Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.8.6. India Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.4.9. China
      • 11.4.9.1. Overview
      • 11.4.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.9.3. China Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.4.9.4. China Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.4.9.5. China Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.9.6. China Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.4.10. Japan
      • 11.4.10.1. Overview
      • 11.4.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.10.3. Japan Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.4.10.4. Japan Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.4.10.5. Japan Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.10.6. Japan Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.4.11. South Korea
      • 11.4.11.1. Overview
      • 11.4.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.11.3. South Korea Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.4.11.4. South Korea Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.4.11.5. South Korea Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.11.6. South Korea Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.4.12. Australia
      • 11.4.12.1. Overview
      • 11.4.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.12.3. Australia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.4.12.4. Australia Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.4.12.5. Australia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.12.6. Australia Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.4.13. Thailand
      • 11.4.13.1. Overview
      • 11.4.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.13.3. Thailand Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.4.13.4. Thailand Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.4.13.5. Thailand Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.13.6. Thailand Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.4.14. Indonesia
      • 11.4.14.1. Overview
      • 11.4.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.14.3. Indonesia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.4.14.4. Indonesia Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.4.14.5. Indonesia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.14.6. Indonesia Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.4.15. Philippines
      • 11.4.15.1. Overview
      • 11.4.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.15.3. Philippines Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.4.15.4. Philippines Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.4.15.5. Philippines Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.15.6. Philippines Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.4.16. Rest of APAC
      • 11.4.16.1. Overview
      • 11.4.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.4.16.3. Rest of APAC Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.4.16.4. Rest of APAC Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.4.16.5. Rest of APAC Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.4.16.6. Rest of APAC Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
  • 11.5. Latin America
    • 11.5.1. Overview
    • 11.5.2. Computer Vision in Healthcare Key Manufacturers in Latin America
    • 11.5.3. Latin America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 11.5.4. Latin America Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.5.5. Latin America Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
    • 11.5.6. Latin America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.5.7. Latin America Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.5.8. Brazil
      • 11.5.8.1. Overview
      • 11.5.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.5.8.3. Brazil Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.5.8.4. Brazil Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.5.8.5. Brazil Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.5.8.6. Brazil Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.5.9. Mexico
      • 11.5.9.1. Overview
      • 11.5.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.5.9.3. Mexico Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.5.9.4. Mexico Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.5.9.5. Mexico Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.5.9.6. Mexico Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.5.10. Argentina
      • 11.5.10.1. Overview
      • 11.5.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.5.10.3. Argentina Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.5.10.4. Argentina Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.5.10.5. Argentina Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.5.10.6. Argentina Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.5.11. Colombia
      • 11.5.11.1. Overview
      • 11.5.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.5.11.3. Colombia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.5.11.4. Colombia Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.5.11.5. Colombia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.5.11.6. Colombia Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.5.12. Rest of LATAM
      • 11.5.12.1. Overview
      • 11.5.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.5.12.3. Rest of LATAM Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.5.12.4. Rest of LATAM Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.5.12.5. Rest of LATAM Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.5.12.6. Rest of LATAM Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
  • 11.6. Middle East and Africa
    • 11.6.1. Overview
    • 11.6.2. Computer Vision in Healthcare Key Manufacturers in Middle East and Africa
    • 11.6.3. Middle East and Africa Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 11.6.4. Middle East and Africa Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
    • 11.6.5. Middle East and Africa Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
    • 11.6.6. Middle East and Africa Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 11.6.7. Middle East and Africa Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.6.8. Saudi Arabia
      • 11.6.8.1. Overview
      • 11.6.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.8.3. Saudi Arabia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.6.8.4. Saudi Arabia Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.6.8.5. Saudi Arabia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.6.8.6. Saudi Arabia Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.6.9. United Arab Emirates
      • 11.6.9.1. Overview
      • 11.6.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.9.3. United Arab Emirates Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.6.9.4. United Arab Emirates Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.6.9.5. United Arab Emirates Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.6.9.6. United Arab Emirates Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.6.10. Israel
      • 11.6.10.1. Overview
      • 11.6.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.10.3. Israel Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.6.10.4. Israel Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.6.10.5. Israel Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.6.10.6. Israel Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.6.11. Turkey
      • 11.6.11.1. Overview
      • 11.6.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.11.3. Turkey Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.6.11.4. Turkey Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.6.11.5. Turkey Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.6.11.6. Turkey Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.6.12. Algeria
      • 11.6.12.1. Overview
      • 11.6.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.12.3. Algeria Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.6.12.4. Algeria Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.6.12.5. Algeria Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.6.12.6. Algeria Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.6.13. Egypt
      • 11.6.13.1. Overview
      • 11.6.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.13.3. Egypt Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.6.13.4. Egypt Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.6.13.5. Egypt Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.6.13.6. Egypt Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)
    • 11.6.14. Rest of MEA
      • 11.6.14.1. Overview
      • 11.6.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 11.6.14.3. Rest of MEA Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
      • 11.6.14.4. Rest of MEA Market Size and Forecast, By Product Type, 2019 - 2032 (US$ Million)
      • 11.6.14.5. Rest of MEA Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 11.6.14.6. Rest of MEA Market Size and Forecast, By End-User, 2019 - 2032 (US$ Million)

12. Key Vendor Analysis- Computer Vision in Healthcare Industry

  • 12.1. Competitive Dashboard
  • 12.2. Company Profiles
    • 12.2.1. AiCure
    • 12.2.2. Microsoft
    • 12.2.3. Google
    • 12.2.4. Arterys, Inc.
    • 12.2.5. NVIDIA
    • 12.2.6. Basler AG
    • 12.2.7. IBM Corporation
    • 12.2.8. Basler AG
    • 12.2.9. Xilinx
    • 12.2.10. ICAD Inc.
    • 12.2.11. Others

13. 360 Degree Analyst View

14. Appendix

  • 14.1. Research Methodology
  • 14.2. References
  • 14.3. Abbreviations
  • 14.4. Disclaimer
  • 14.5. Contact Us