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市场调查报告书
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1813517

医疗保健市场电脑视觉分析及2034年预测：类型、产品、服务、技术、组件、应用、设备、流程、最终用户和功能

Computer Vision in Healthcare Market Analysis and Forecast to 2034: Type, Product, Services, Technology, Component, Application, Device, Process, End User, Functionality
出版日期: | 出版商: Global Insight Services | 英文 339 Pages | 商品交期: 3-5个工作天内

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简介目录

医疗保健领域的电脑视觉市场预计将从2024年的49亿美元成长到2034年的800亿美元，复合年增长率约为32.2%。医疗保健领域的电脑视觉市场涵盖应用人工智慧主导的影像分析来增强医疗诊断、治疗计划和病患监护。该市场涵盖的技术能够自动解读医学影像，从而提高放射科、病理科和外科手术的准确性和效率。精准医疗需求的不断增长以及深度学习的进步正在推动该市场的成长，并促进即时成像和预测分析领域的创新。

受人工智慧和成像技术进步的推动，医疗保健领域的电脑视觉市场正经历强劲成长。在该市场中，诊断领域凭藉着电脑视觉在疾病检测和监测领域的日益普及而成为表现最佳的类别。放射学和病理学细分领域尤其引人注目，它们利用机器学习演算法来提高影像分析的准确性。紧随其后的是外科手术应用，电脑视觉支援手术过程中的精准即时决策。扩增实境和3D影像技术在该领域至关重要，它们能够提供增强的可视化和手术规划。患者管理领域也前景广阔，电脑视觉被用于监测患者生命征象并自动化管理任务。随着医疗保健提供者致力于改善患者治疗效果和营运效率，电脑视觉技术的日益融合为该领域的创新和投资提供了丰厚的机会。

市场区隔
类型 监督学习、无监督学习、强化学习、深度学习、迁移学习
产品 软体工具、硬体设备、整合解决方案、 AI平台
服务 咨询服务、整合服务、支援和维护、培训和教育
科技 模式辨识、影像处理、机器学习演算法、3D成像、自然语言处理
成分 摄影机、感测器、处理器、储存设备、网路设备
目的 放射学、外科支援、病理学、病患监测、药物开发
装置 穿戴式装置、医学影像设备、诊断设备、手术设备
流程 资料采集、资料处理、模型训练、模型部署
最终用户 医院、诊断中心、研究机构、製药公司
功能 检测、诊断、监测和预测

市场概述

医疗电脑视觉市场正经历动态变化，其特点是市场份额不断扩大、定价策略竞争激烈以及新产品推出激增。主要企业正专注于提高诊断准确性和患者照护的创新解决方案。对主导技术的关注正在重塑产品供应，同时呈现了朝向更实惠、更易于获取的解决方案发展的趋势。这种演变是由对增强医学影像和精准医疗日益增长的需求所推动的，为医疗服务的重大进步铺平了道路。市场竞争日益激烈，主要企业透过策略联盟和技术创新争夺主导地位。法规结构，特别是在北美和欧洲，在塑造市场动态、确保合规和促进创新方面发挥关键作用。与业界标准的竞争性基准基准化分析凸显了优先考虑人工智慧整合和资料安全的公司的竞争优势。新兴参与者利用利基机会并突破传统医疗解决方案的界限，进一步丰富了市场格局。

主要趋势和驱动因素：

由于技术进步和医疗需求的不断增长，医疗保健领域的电脑视觉市场正经历强劲增长。主要趋势包括人工智慧的整合，这可以提高诊断准确性并简化工作流程。基于人工智慧的电脑视觉解决方案正在改变影像处理流程，从而实现早期疾病检测和个人化治疗方案。此外，远端医疗的兴起也推动了电脑视觉技术的普及。远端患者监护和虚拟会诊正变得越来越普遍，这需要先进的影像分析工具。另一个关键驱动因素是慢性病的流行，这需要高效的诊断和监护解决方案。具有电脑视觉功能的可穿戴设备的普及也值得关注。这些设备提供即时健康监护，并为患者病情提供宝贵的见解。此外，医疗IT基础设施投资的不断增加也推动了电脑视觉应用的部署。随着医疗机构努力改善患者治疗效果和营运效率，对创新电脑视觉解决方案的需求持续成长。

限制与挑战：

医疗领域的电脑视觉市场面临许多重大限制和挑战。一个突出的问题是高昂的实施和维护成本，这主要限制了其在资金充足的医疗机构中的应用。将电脑视觉系统与现有的医疗基础设施整合既复杂又耗时，进一步阻碍了其广泛应用。医疗数据高度敏感，且受到严格监管，这带来了巨大的数据隐私挑战。在确保遵守这些法规的同时保持系统高效运行，需要一种微妙的平衡。此外，标准化通讯协定的缺乏以及不同系统之间互通性的缺失，阻碍了资料的无缝共用和协作。此外，缺乏同时熟悉医疗技术和先进电脑视觉技术的熟练专业人员，也限制了创新和应用的步伐。最后，不同设备和环境下的医学影像资料存在差异，使得开发通用演算法变得困难，阻碍了这一前景广阔领域的发展。

主要企业

Zebra Medical Vision、Aidoc、Viz.ai、Qure.ai、Aidence、Arterys、VUNO、Lunit、Infervision、DeepMind Health、RadLogics、ScreenPoint Medical、Oxipit、Therapixel、CureMetrix

目录

第 1 章：医疗保健市场中的电脑视觉概述

  • 调查目的
  • 医疗保健市场中的电脑视觉定义和范围
  • 报告限制
  • 调查年份和货币
  • 调查方法

第二章执行摘要

第三章：重要考察

第四章：医疗保健市场展望中的电脑视觉

  • 医疗保健市场细分中的电脑视觉
  • 市场动态
  • 波特五力分析
  • PESTLE分析
  • 价值链分析
  • 4P模型
  • 安索夫矩阵

第五章：医疗保健市场中的电脑视觉策略

  • 母市场分析
  • 供需分析
  • 消费者购买意向
  • 案例研究分析
  • 定价分析
  • 监管状况
  • 供应链分析
  • 竞争产品分析
  • 近期动态

第六章：医疗保健领域电脑视觉的市场规模

  • 医疗保健市场电脑视觉规模（按价值）
  • 医疗保健市场电脑视觉规模

第七章 医疗保健市场中的电脑视觉类型

  • 市场概况
  • 监督学习
  • 无监督学习
  • 强化学习
  • 深度学习
  • 迁移学习
  • 其他的

8. 医疗保健市场中的电脑视觉产品

  • 市场概况
  • 软体工具
  • 硬体设备
  • 整合解决方案
  • 人工智慧平台
  • 其他的

9. 医疗保健市场中的电脑视觉服务

  • 市场概况
  • 咨询服务
  • 整合服务
  • 支援和维护
  • 培训和教育
  • 其他的

10. 医疗保健市场中的电脑视觉技术

  • 市场概况
  • 模式识别
  • 影像处理
  • 机器学习演算法
  • 3D成像
  • 自然语言处理
  • 其他的

第 11 章：医疗保健市场中的电脑视觉（按组件）

  • 市场概况
  • 相机
  • 感应器
  • 处理器
  • 储存装置
  • 网路装置
  • 其他的

第 12 章：医疗保健市场中的电脑视觉应用

  • 市场概况
  • 放射学
  • 手术支援
  • 病理
  • 病患监测
  • 药物开发
  • 其他的

13. 医疗保健市场中的电脑视觉（按设备）

  • 市场概况
  • 穿戴式装置
  • 医学影像设备
  • 诊断设备
  • 手术设备
  • 其他的

14. 医疗保健市场中的电脑视觉流程

  • 市场概况
  • 数据采集
  • 资料处理
  • 模型训练
  • 模型部署
  • 其他的

第 15 章：医疗保健市场中的电脑视觉（按最终用户）

  • 市场概况
  • 医院
  • 诊断中心
  • 研究所
  • 製药公司
  • 其他的

16. 医疗保健市场中的电脑视觉（按功能）

  • 市场概况
  • 侦测
  • 诊断
  • 监控
  • 预言
  • 其他的

17. 医疗保健市场中的电脑视觉（按地区）

  • 概述
  • 北美洲
    • 美国
    • 加拿大
  • 欧洲
    • 英国
    • 德国
    • 法国
    • 西班牙
    • 义大利
    • 荷兰
    • 瑞典
    • 瑞士
    • 丹麦
    • 芬兰
    • 俄罗斯
    • 其他欧洲国家
  • 亚太地区
    • 中国
    • 印度
    • 日本
    • 韩国
    • 澳洲
    • 新加坡
    • 印尼
    • 台湾
    • 马来西亚
    • 其他亚太地区
  • 拉丁美洲
    • 巴西
    • 墨西哥
    • 阿根廷
    • 其他拉丁美洲
  • 中东和非洲
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 南非
    • 其他中东和非洲地区

第十八章竞争格局

  • 概述
  • 市占率分析
  • 主要企业定位
  • 衝突领导地图
  • 供应商基准化分析
  • 发展策略基准化分析

第十九章：公司简介

  • Zebra Medical Vision
  • Aidoc
  • Viz.ai
  • Qure.ai
  • Aidence
  • Arterys
  • VUNO
  • Lunit
  • Infervision
  • DeepMind Health
  • RadLogics
  • ScreenPoint Medical
  • Oxipit
  • Therapixel
  • CureMetrix
简介目录
Product Code: GIS33731

Computer Vision in Healthcare Market is anticipated to expand from $4.9 billion in 2024 to $80 billion by 2034, growing at a CAGR of approximately 32.2%. The Computer Vision in Healthcare Market involves the application of AI-driven image analysis to enhance medical diagnostics, treatment planning, and patient monitoring. This market encompasses technologies that enable automated interpretation of medical images, improving accuracy and efficiency in radiology, pathology, and surgery. Rising demand for precision medicine and advancements in deep learning are propelling growth, fostering innovations in real-time imaging and predictive analytics.

The Computer Vision in Healthcare Market is experiencing robust growth, fueled by advancements in AI and imaging technologies. Within this market, the diagnostics segment stands out as the top-performing category, driven by the increasing adoption of computer vision for disease detection and monitoring. Radiology and pathology sub-segments are particularly prominent, leveraging machine learning algorithms to enhance image analysis accuracy. Following closely is the surgical applications segment, where computer vision aids in precision and real-time decision-making during procedures. Augmented reality and 3D imaging technologies are pivotal in this domain, offering enhanced visualization and surgical planning. The patient management segment also shows promise, utilizing computer vision for monitoring patient vitals and automating administrative tasks. As healthcare providers seek to improve patient outcomes and operational efficiency, the integration of computer vision technologies is set to rise, presenting lucrative opportunities for innovation and investment within the sector.

Market Segmentation
TypeSupervised Learning, Unsupervised Learning, Reinforcement Learning, Deep Learning, Transfer Learning
ProductSoftware Tools, Hardware Devices, Integrated Solutions, AI Platforms
ServicesConsulting Services, Integration Services, Support and Maintenance, Training and Education
TechnologyPattern Recognition, Image Processing, Machine Learning Algorithms, 3D Imaging, Natural Language Processing
ComponentCameras, Sensors, Processors, Memory Devices, Networking Devices
ApplicationRadiology, Surgery Assistance, Pathology, Patient Monitoring, Drug Development
DeviceWearable Devices, Medical Imaging Devices, Diagnostic Devices, Surgical Devices
ProcessData Acquisition, Data Processing, Model Training, Model Deployment
End UserHospitals, Diagnostic Centers, Research Institutes, Pharmaceutical Companies
FunctionalityDetection, Diagnosis, Monitoring, Prediction

Market Snapshot:

The Computer Vision in Healthcare Market is witnessing a dynamic shift, characterized by evolving market share, competitive pricing strategies, and a surge in new product launches. Key players are focusing on innovative solutions to enhance diagnostic accuracy and patient care. The emphasis on AI-driven technologies is reshaping product offerings, with a trend towards more affordable and accessible solutions. This evolution is propelled by the growing demand for enhanced medical imaging and precision medicine, paving the way for significant advancements in healthcare delivery. Competition within the market is intensifying, with leading companies vying for dominance through strategic collaborations and technological innovations. Regulatory frameworks, particularly in North America and Europe, play a crucial role in shaping market dynamics, ensuring compliance and fostering innovation. Benchmarking against industry standards highlights the competitive edge of firms that prioritize AI integration and data security. The landscape is further enriched by emerging players, who are capitalizing on niche opportunities and pushing the boundaries of traditional healthcare solutions.

Geographical Overview:

The Computer Vision in Healthcare Market is witnessing robust growth across various regions, each presenting unique opportunities. North America leads, driven by advanced healthcare infrastructure and significant investments in AI technologies. The presence of major tech firms and healthcare institutions accelerates adoption, fostering innovation. Europe follows, with strong emphasis on AI-driven healthcare solutions and government support for technological advancements. The region's focus on data privacy enhances market attractiveness. In Asia Pacific, rapid technological advancements and increasing healthcare expenditure drive market expansion. Countries like China and India are emerging as key players due to large patient populations and government initiatives promoting AI in healthcare. Latin America shows potential, with growing investments in digital health technologies. Brazil and Mexico are at the forefront, leveraging AI to improve healthcare outcomes. The Middle East & Africa are recognizing the transformative potential of computer vision, with countries like the UAE and South Africa investing in AI to enhance healthcare services.

Key Trends and Drivers:

The computer vision in healthcare market is experiencing robust growth due to technological advancements and increasing healthcare demands. Key trends include the integration of artificial intelligence, which enhances diagnostic accuracy and streamlines workflows. AI-driven computer vision solutions are transforming imaging processes, enabling early disease detection and personalized treatment plans. Moreover, the rise of telemedicine is propelling the adoption of computer vision technologies. Remote patient monitoring and virtual consultations are becoming more prevalent, necessitating advanced image analysis tools. Another significant driver is the growing prevalence of chronic diseases, which demands efficient diagnostic and monitoring solutions. The expansion of wearable devices equipped with computer vision capabilities is also noteworthy. These devices offer real-time health monitoring, providing valuable insights into patient conditions. Furthermore, increased investments in healthcare IT infrastructure are facilitating the deployment of computer vision applications. As healthcare providers seek to improve patient outcomes and operational efficiency, the demand for innovative computer vision solutions continues to rise.

Restraints and Challenges:

The Computer Vision in Healthcare Market encounters several significant restraints and challenges. A prominent issue is the high cost of implementation and maintenance, which restricts adoption mainly to well-funded institutions. The integration of computer vision systems with existing healthcare infrastructure can be complex and time-consuming, further delaying widespread deployment. Data privacy concerns also pose a substantial challenge, as healthcare data is highly sensitive and subject to strict regulations. Ensuring compliance with these regulations while maintaining system efficiency is a delicate balance. Additionally, there is a lack of standardized protocols and interoperability among different systems, which hampers seamless data sharing and collaboration. Moreover, the shortage of skilled professionals proficient in both healthcare and advanced computer vision technologies limits the pace of innovation and application. Lastly, the variability in medical imaging data across different devices and settings complicates the development of universally applicable algorithms, slowing progress in this promising field.

Key Players:

Zebra Medical Vision, Aidoc, Viz.ai, Qure.ai, Aidence, Arterys, VUNO, Lunit, Infervision, DeepMind Health, RadLogics, ScreenPoint Medical, Oxipit, Therapixel, CureMetrix

Research Scope:

  • Estimates and forecasts the overall market size across type, application, and region.
  • Provides detailed information and key takeaways on qualitative and quantitative trends, dynamics, business framework, competitive landscape, and company profiling.
  • Identifies factors influencing market growth and challenges, opportunities, drivers, and restraints.
  • Identifies factors that could limit company participation in international markets to help calibrate market share expectations and growth rates.
  • Evaluates key development strategies like acquisitions, product launches, mergers, collaborations, business expansions, agreements, partnerships, and R&D activities.
  • Analyzes smaller market segments strategically, focusing on their potential, growth patterns, and impact on the overall market.
  • Outlines the competitive landscape, assessing business and corporate strategies to monitor and dissect competitive advancements.

Our research scope provides comprehensive market data, insights, and analysis across a variety of critical areas. We cover Local Market Analysis, assessing consumer demographics, purchasing behaviors, and market size within specific regions to identify growth opportunities. Our Local Competition Review offers a detailed evaluation of competitors, including their strengths, weaknesses, and market positioning. We also conduct Local Regulatory Reviews to ensure businesses comply with relevant laws and regulations. Industry Analysis provides an in-depth look at market dynamics, key players, and trends. Additionally, we offer Cross-Segmental Analysis to identify synergies between different market segments, as well as Production-Consumption and Demand-Supply Analysis to optimize supply chain efficiency. Our Import-Export Analysis helps businesses navigate global trade environments by evaluating trade flows and policies. These insights empower clients to make informed strategic decisions, mitigate risks, and capitalize on market opportunities.

TABLE OF CONTENTS

1: Computer Vision in Healthcare Market Overview

  • 1.1 Objectives of the Study
  • 1.2 Computer Vision in Healthcare 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 Process
  • 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 Process
  • 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: Computer Vision in Healthcare Market Outlook

  • 4.1 Computer Vision in Healthcare Market Segmentation
  • 4.2 Market Dynamics
    • 4.2.1 Market Drivers
    • 4.2.2 Market Trends
    • 4.2.3 Market Restraints
    • 4.2.4 Market Opportunities
  • 4.3 Porters Five Forces Analysis
    • 4.3.1 Threat of New Entrants
    • 4.3.2 Threat of Substitutes
    • 4.3.3 Bargaining Power of Buyers
    • 4.3.4 Bargaining Power of Supplier
    • 4.3.5 Competitive Rivalry
  • 4.4 PESTLE Analysis
  • 4.5 Value Chain Analysis
  • 4.6 4Ps Model
  • 4.7 ANSOFF Matrix

5: Computer Vision in Healthcare Market Strategy

  • 5.1 Parent Market Analysis
  • 5.2 Supply-Demand Analysis
  • 5.3 Consumer Buying Interest
  • 5.4 Case Study Analysis
  • 5.5 Pricing Analysis
  • 5.6 Regulatory Landscape
  • 5.7 Supply Chain Analysis
  • 5.8 Competition Product Analysis
  • 5.9 Recent Developments

6: Computer Vision in Healthcare Market Size

  • 6.1 Computer Vision in Healthcare Market Size, by Value
  • 6.2 Computer Vision in Healthcare Market Size, by Volume

7: Computer Vision in Healthcare Market, by Type

  • 7.1 Market Overview
  • 7.2 Supervised Learning
    • 7.2.1 Key Market Trends & Opportunity Analysis
    • 7.2.2 Market Size and Forecast, by Region
  • 7.3 Unsupervised Learning
    • 7.3.1 Key Market Trends & Opportunity Analysis
    • 7.3.2 Market Size and Forecast, by Region
  • 7.4 Reinforcement Learning
    • 7.4.1 Key Market Trends & Opportunity Analysis
    • 7.4.2 Market Size and Forecast, by Region
  • 7.5 Deep Learning
    • 7.5.1 Key Market Trends & Opportunity Analysis
    • 7.5.2 Market Size and Forecast, by Region
  • 7.6 Transfer Learning
    • 7.6.1 Key Market Trends & Opportunity Analysis
    • 7.6.2 Market Size and Forecast, by Region
  • 7.7 Others
    • 7.7.1 Key Market Trends & Opportunity Analysis
    • 7.7.2 Market Size and Forecast, by Region

8: Computer Vision in Healthcare Market, by Product

  • 8.1 Market Overview
  • 8.2 Software Tools
    • 8.2.1 Key Market Trends & Opportunity Analysis
    • 8.2.2 Market Size and Forecast, by Region
  • 8.3 Hardware Devices
    • 8.3.1 Key Market Trends & Opportunity Analysis
    • 8.3.2 Market Size and Forecast, by Region
  • 8.4 Integrated Solutions
    • 8.4.1 Key Market Trends & Opportunity Analysis
    • 8.4.2 Market Size and Forecast, by Region
  • 8.5 AI Platforms
    • 8.5.1 Key Market Trends & Opportunity Analysis
    • 8.5.2 Market Size and Forecast, by Region
  • 8.6 Others
    • 8.6.1 Key Market Trends & Opportunity Analysis
    • 8.6.2 Market Size and Forecast, by Region

9: Computer Vision in Healthcare Market, by Services

  • 9.1 Market Overview
  • 9.2 Consulting Services
    • 9.2.1 Key Market Trends & Opportunity Analysis
    • 9.2.2 Market Size and Forecast, by Region
  • 9.3 Integration 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: Computer Vision in Healthcare Market, by Technology

  • 10.1 Market Overview
  • 10.2 Pattern Recognition
    • 10.2.1 Key Market Trends & Opportunity Analysis
    • 10.2.2 Market Size and Forecast, by Region
  • 10.3 Image Processing
    • 10.3.1 Key Market Trends & Opportunity Analysis
    • 10.3.2 Market Size and Forecast, by Region
  • 10.4 Machine Learning Algorithms
    • 10.4.1 Key Market Trends & Opportunity Analysis
    • 10.4.2 Market Size and Forecast, by Region
  • 10.5 3D Imaging
    • 10.5.1 Key Market Trends & Opportunity Analysis
    • 10.5.2 Market Size and Forecast, by Region
  • 10.6 Natural Language Processing
    • 10.6.1 Key Market Trends & Opportunity Analysis
    • 10.6.2 Market Size and Forecast, by Region
  • 10.7 Others
    • 10.7.1 Key Market Trends & Opportunity Analysis
    • 10.7.2 Market Size and Forecast, by Region

11: Computer Vision in Healthcare Market, by Component

  • 11.1 Market Overview
  • 11.2 Cameras
    • 11.2.1 Key Market Trends & Opportunity Analysis
    • 11.2.2 Market Size and Forecast, by Region
  • 11.3 Sensors
    • 11.3.1 Key Market Trends & Opportunity Analysis
    • 11.3.2 Market Size and Forecast, by Region
  • 11.4 Processors
    • 11.4.1 Key Market Trends & Opportunity Analysis
    • 11.4.2 Market Size and Forecast, by Region
  • 11.5 Memory Devices
    • 11.5.1 Key Market Trends & Opportunity Analysis
    • 11.5.2 Market Size and Forecast, by Region
  • 11.6 Networking Devices
    • 11.6.1 Key Market Trends & Opportunity Analysis
    • 11.6.2 Market Size and Forecast, by Region
  • 11.7 Others
    • 11.7.1 Key Market Trends & Opportunity Analysis
    • 11.7.2 Market Size and Forecast, by Region

12: Computer Vision in Healthcare 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 Surgery Assistance
    • 12.3.1 Key Market Trends & Opportunity Analysis
    • 12.3.2 Market Size and Forecast, by Region
  • 12.4 Pathology
    • 12.4.1 Key Market Trends & Opportunity Analysis
    • 12.4.2 Market Size and Forecast, by Region
  • 12.5 Patient Monitoring
    • 12.5.1 Key Market Trends & Opportunity Analysis
    • 12.5.2 Market Size and Forecast, by Region
  • 12.6 Drug Development
    • 12.6.1 Key Market Trends & Opportunity Analysis
    • 12.6.2 Market Size and Forecast, by Region
  • 12.7 Others
    • 12.7.1 Key Market Trends & Opportunity Analysis
    • 12.7.2 Market Size and Forecast, by Region

13: Computer Vision in Healthcare Market, by Device

  • 13.1 Market Overview
  • 13.2 Wearable Devices
    • 13.2.1 Key Market Trends & Opportunity Analysis
    • 13.2.2 Market Size and Forecast, by Region
  • 13.3 Medical Imaging Devices
    • 13.3.1 Key Market Trends & Opportunity Analysis
    • 13.3.2 Market Size and Forecast, by Region
  • 13.4 Diagnostic Devices
    • 13.4.1 Key Market Trends & Opportunity Analysis
    • 13.4.2 Market Size and Forecast, by Region
  • 13.5 Surgical Devices
    • 13.5.1 Key Market Trends & Opportunity Analysis
    • 13.5.2 Market Size and Forecast, by Region
  • 13.6 Others
    • 13.6.1 Key Market Trends & Opportunity Analysis
    • 13.6.2 Market Size and Forecast, by Region

14: Computer Vision in Healthcare Market, by Process

  • 14.1 Market Overview
  • 14.2 Data Acquisition
    • 14.2.1 Key Market Trends & Opportunity Analysis
    • 14.2.2 Market Size and Forecast, by Region
  • 14.3 Data Processing
    • 14.3.1 Key Market Trends & Opportunity Analysis
    • 14.3.2 Market Size and Forecast, by Region
  • 14.4 Model Training
    • 14.4.1 Key Market Trends & Opportunity Analysis
    • 14.4.2 Market Size and Forecast, by Region
  • 14.5 Model Deployment
    • 14.5.1 Key Market Trends & Opportunity Analysis
    • 14.5.2 Market Size and Forecast, by Region
  • 14.6 Others
    • 14.6.1 Key Market Trends & Opportunity Analysis
    • 14.6.2 Market Size and Forecast, by Region

15: Computer Vision in Healthcare 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 Centers
    • 15.3.1 Key Market Trends & Opportunity Analysis
    • 15.3.2 Market Size and Forecast, by Region
  • 15.4 Research Institutes
    • 15.4.1 Key Market Trends & Opportunity Analysis
    • 15.4.2 Market Size and Forecast, by Region
  • 15.5 Pharmaceutical Companies
    • 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: Computer Vision in Healthcare Market, by Functionality

  • 16.1 Market Overview
  • 16.2 Detection
    • 16.2.1 Key Market Trends & Opportunity Analysis
    • 16.2.2 Market Size and Forecast, by Region
  • 16.3 Diagnosis
    • 16.3.1 Key Market Trends & Opportunity Analysis
    • 16.3.2 Market Size and Forecast, by Region
  • 16.4 Monitoring
    • 16.4.1 Key Market Trends & Opportunity Analysis
    • 16.4.2 Market Size and Forecast, by Region
  • 16.5 Prediction
    • 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: Computer Vision in Healthcare 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 Process
    • 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 Process
      • 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 Process
      • 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 Process
    • 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 Process
      • 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 Process
      • 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 Process
      • 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 Process
      • 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 Process
      • 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 Process
      • 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 Process
      • 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 Process
      • 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 Process
      • 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 Process
      • 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 Process
      • 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 Process
      • 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 Process
    • 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 Process
      • 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 Process
      • 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 Process
      • 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 Process
      • 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 Process
      • 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 Process
      • 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 Process
      • 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 Process
      • 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 Process
      • 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 Process
      • 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 Process
    • 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 Process
      • 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 Process
      • 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 Process
      • 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 Process
      • 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 Process
    • 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 Process
      • 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 Process
      • 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 Process
      • 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 Process
      • 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 Aidence
    • 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 Arterys
    • 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 VUNO
    • 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 Lunit
    • 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 Infervision
    • 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 DeepMind Health
    • 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 RadLogics
    • 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 ScreenPoint Medical
    • 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 Oxipit
    • 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 Therapixel
    • 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 CureMetrix
    • 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