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市场调查报告书
商品编码
1458663

2024年全球医疗资料註释工具市场报告

Healthcare Data Annotation Tools Global Market Report 2024
出版日期: | 出版商: The Business Research Company | 英文 175 Pages | 商品交期: 2-10个工作天内

价格
简介目录

医疗资料註释工具的市场规模预计在未来几年将大幅成长。 2028年，这一数字将以28.3%的复合年增长率成长至6.7亿美元。预测期内的预期成长受到多种因素的推动，包括远端医疗服务的扩展、人工智慧主导的医疗解决方案的广泛采用、对基因组资料註释的需求不断增加、强制性监管合规要求以及医疗保健领域的持续数位转型。是由于以下因素造成的。这段时期的主要趋势包括数位转型的加速、人工智慧和机器学习技术的融合、基因组资料註释的关键发展、影像註释技术的发展以及协作註释平台的出现。

远距远端保健的日益普及将支持医疗资料註释工具市场的扩大。远端医疗利用电子资讯和通讯技术来支援远距临床护理、病患教育和健康管理，越来越多地被各种人群所使用。医疗资料註释工具透过准确识别和分类医疗资料、促进高效评估、治疗计划和远端患者监护，在远距远端医疗中发挥至关重要的作用。根据 Rock Health 2023 年 2 月进行的一项调查，大多数受访者（包括 76% 的 55 岁及以上受访者）使用远端医疗服务。远端医疗的广泛普及正在推动对医疗资料註释工具的需求。

医疗资料标註工具市场的主要参与企业正专注于开发创新的技术解决方案，特别是基于人工智慧的医疗资料标註工具，以简化人工智慧开发的标註流程。这些人工智慧驱动的工具利用人工智慧技术来准确註释和标记医疗资料。例如，2023 年 8 月，iMerit Technology 宣布推出 Ango Hub，这是一个端到端企业级技术平台，为人工智慧和分析提供一整套资料註释工具。 Ango Hub 利用各个阶段的自动化，包括资料准备、工作流程设计、註释工具、品质保证和彙报，来加速人工智慧应用程式的开发。特别是，Ango Hub 已部署在医学影像註释领域，并显示出其在加速医学人工智慧等关键领域的开发工作方面的有效性。透过提供先进的基于人工智慧的註释功能，iMerit 等公司正在为医疗资料註释工具市场的成长和发展做出贡献。

目录

第一章执行摘要

第二章 市场特点

第三章 市场趋势与策略

第四章宏观经济情景

  • 高通膨对市场的影响
  • 乌克兰与俄罗斯战争对市场的影响
  • COVID-19 对市场的影响

第五章世界市场规模与成长

  • 全球医疗资料註释工具市场的驱动因素与限制因素
    • 市场驱动因素
    • 市场限制因素
  • 2018-2023年全球医疗资料註释工具市场规模及成长趋势
  • 2023-2028、2033年全球医疗资料註释工具市场规模及成长预测

第六章市场区隔

  • 全球医疗资料註释工具市场，按类型细分、实际和预测，2018-2023、2023-2028、2033
  • 句子
  • 影像和影片
  • 音讯的
  • 全球医疗资料註释工具市场，依技术细分，实际与预测，2018-2023、2023-2028、2033
  • 手动的
  • 半监督
  • 自动的
  • 全球医疗资料註释工具市场，按应用细分、效能和预测，2018-2023、2023-2028、2033
  • 虚拟助理
  • 对话机器人
  • 诊断支持
  • 药物研发流程
  • 机器人手术
  • 医疗文件
  • 全球医疗资料註释工具市场，按最终用户细分，实际和预测，2018-2023、2023-2028、2033
  • 医院
  • 影像诊断中心
  • 医疗科技公司
  • 其他的

第 7 章 区域/国家分析

  • 全球医疗资料註释工具市场，按地区、绩效和预测，2018-2023、2023-2028、2033
  • 全球医疗资料註释工具市场，依国家、绩效及预测，2018-2023、2023-2028、2033

第八章亚太市场

第九章 中国市场

第十章 印度市场

第十一章 日本市场

第十二章 澳洲市场

第十三章 印尼市场

第14章 韩国市场

第十五章 西欧市场

第十六章英国市场

第十七章 德国市场

第十八章 法国市场

第十九章 义大利市场

第20章 西班牙市场

第21章 东欧市场

第22章 俄罗斯市场

第23章 北美市场

第24章美国市场

第25章加拿大市场

第26章 南美洲市场

第27章 巴西市场

第28章 中东市场

第29章 非洲市场

第三十章 竞争格局及公司概况

  • 医疗资料标註工具市场竞争格局
  • 医疗资料註释工具市场的公司概况
    • Infosys BPM
    • iMerit Technology
    • Appen Limited
    • Scale AI
    • Hive AI

第31章 其他大型创新企业

  • CloudFactory Limited
  • Turing
  • Capestart
  • Anolytics
  • Innodata
  • Cogito Tech LLC
  • Defined.ai
  • Shaip
  • Sama AI
  • Explorium
  • Labelbox
  • Alegion AI, Inc
  • SuperAnnotate LLC
  • Label Your Data
  • Lynxcare

第32章竞争基准化分析

第 33 章. 竞争对手仪表板

第三十四章 重大併购

第35章 未来展望与潜力分析

第36章附录

简介目录
Product Code: r16644

Healthcare data annotation tools refer to software applications designed for categorizing and labeling medical data to support artificial intelligence (AI) applications. These tools play a crucial role in enhancing data for the training and deployment of machine learning models in various healthcare applications, including medical diagnosis and treatment.

The primary types of healthcare data annotation tools encompass text, image, video, and audio annotation. Text data annotation involves labeling specific information within medical texts, such as medical conditions, treatments, and symptoms, to generate labeled datasets used in training Natural Language Processing (NLP) models within the healthcare domain. These technologies are broadly classified into manual, semi-supervised, and automatic methods and find applications in various areas, including virtual assistants, conversational bots, diagnostic support, drug development processes, robotic surgery, and managing medical documents. End users of these tools span across hospitals, diagnostic imaging centers, healthcare technology companies, and other relevant entities.

The healthcare data annotation tools research report is one of a series of new reports from The Business Research Company that provides healthcare data annotation tools market statistics, including the healthcare data annotation tools industry's global market size, regional shares, competitors with an Healthcare data annotation tools market share, detailed healthcare data annotation tools market segments, market trends and opportunities, and any further data you may need to thrive in the healthcare data annotation tools industry. This healthcare data annotation tools market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.

The healthcare data annotation tools market size has grown exponentially in recent years. It will grow from $0.19 billion in 2023 to $0.25 billion in 2024 at a compound annual growth rate (CAGR) of 29.0%. The historical growth in the industry can be attributed to various factors, including the emphasis on clinical trials and drug development, a heightened awareness of the importance of healthcare data quality, an increase in the volume of healthcare data, and the growing integration of artificial intelligence (AI) in healthcare, particularly in the context of clinical trials and drug development.

The healthcare data annotation tools market size is expected to see exponential growth in the next few years. It will grow to $0.67 billion in 2028 at a compound annual growth rate (CAGR) of 28.3%. The anticipated growth in the forecast period can be attributed to several factors, including the expansion of telehealth services, a widespread adoption of AI-driven healthcare solutions, increased demand for genomic data annotation, the imperative of regulatory compliance requirements, and the ongoing digital transformation in the healthcare sector. Key trends expected in this period encompass the acceleration of digital transformation, the integration of AI and machine learning technologies, advancements in genomic data annotation, the development of image annotation techniques, and the emergence of collaborative annotation platforms.

The growing adoption of telehealth is poised to propel the expansion of the healthcare data annotation tools market. Telehealth, which utilizes electronic information and telecommunication technologies to support remote clinical healthcare, patient education, and health administration, is witnessing increased utilization across various demographics. Healthcare data annotation tools play a crucial role in telemedicine by accurately identifying and categorizing medical data, facilitating efficient evaluation, therapy planning, and remote patient monitoring. As per a survey conducted by Rock Health in February 2023, a significant portion of respondents, including 76% of individuals over the age of 55, have utilized telemedicine services. This widespread adoption of telehealth is driving demand for healthcare data annotation tools.

Key players in the healthcare data annotation tools market are concentrating on the development of innovative technological solutions, particularly AI-based healthcare data annotation tools, to streamline the annotation process for AI development. These AI-powered tools leverage artificial intelligence technologies to annotate and label healthcare-related data accurately. For example, iMerit Technology introduced Ango Hub in August 2023, an end-to-end enterprise-grade technology platform that offers a comprehensive suite of data annotation tools for AI and analytics. Ango Hub leverages automation across various stages, including data preparation, workflow design, annotation tools, quality assurance, and reporting, to expedite the development of AI applications. Notably, Ango Hub has been deployed for medical image annotation, showcasing its effectiveness in accelerating development efforts in crucial verticals such as medical artificial intelligence. By offering advanced AI-based annotation capabilities, companies such as iMerit are contributing to the growth and advancement of the healthcare data annotation tools market.

In July 2021, TELUS International, a prominent Canadian company known for its expertise in data annotation and labeling, finalized the acquisition of Playment for an undisclosed sum. This strategic move significantly augments TELUS International's capabilities to meet the increasing demand for diverse datasets essential for artificial intelligence applications. Additionally, the acquisition reinforces TELUS International's standing in the international data annotation sector. Playment, based in India, operates as a platform for data annotation, specializing in providing services to sectors such as healthcare and others.

Major companies operating in the healthcare data annotation tools market report are Infosys BPM, iMerit Technology, Appen Limited, Scale AI, Hive AI, CloudFactory Limited, Turing, Capestart, Anolytics, Innodata, Cogito Tech LLC, Defined.ai, Shaip, Sama AI, Explorium, Labelbox, Alegion AI, Inc, SuperAnnotate LLC, Label Your Data, Lynxcare, Playment, V7, Trillbit, NetraMark Corp, Keymakr Inc, Dataloop AI, Kotwel, Haidata

Asia-Pacific was the largest region in the healthcare data annotation tools market in 2023. The regions covered in the healthcare data annotation tools market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the healthcare data annotation tools market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain

The healthcare data annotation tools market consists of the revenues earned by entities by providing services such as medical data annotation, dataset management, workforce management, accuracy assurance, smart interpolation, and continuous monitoring. The market value includes the value of related goods sold by the service provider or included within the service offering. The healthcare data annotation tools market also includes sales of monitors, annotation devices, and medical IoT products. Values in this market are 'factory gate' values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Healthcare Data Annotation Tools Global Market Report 2024 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on healthcare data annotation tools market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

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Where is the largest and fastest growing market for healthcare data annotation tools? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The healthcare data annotation tools market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

  • The market characteristics section of the report defines and explains the market.
  • The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
  • The forecasts are made after considering the major factors currently impacting the market. These include:

The impact of sanctions, supply chain disruptions, and altered demand for goods and services due to the Russian Ukraine war, impacting various macro-economic factors and parameters in the Eastern European region and its subsequent effect on global markets.

The impact of higher inflation in many countries and the resulting spike in interest rates.

The continued but declining impact of covid 19 on supply chains and consumption patterns.

  • Market segmentations break down the market into sub markets.
  • The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
  • The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
  • The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

Markets Covered:

  • 1) By Type: Text; Image And Video; Audio
  • 2) By Technology: Manual; Semi-Supervised; Automatic
  • 3) By Application: Virtual Assistants; Conversational Bots; Diagnostic Support; Drug Development Process; Robotic Surgery; Medical Documents
  • 4) By End-User: Hospitals; Diagnostic Imaging Centers; Healthcare Technology Companies; Other End-Users
  • Companies Mentioned: Infosys BPM; iMerit Technology; Appen Limited; Scale AI; Hive AI
  • Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
  • Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
  • Time series: Five years historic and ten years forecast.
  • Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
  • Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
  • Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
  • Delivery format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. Healthcare Data Annotation Tools Market Characteristics

3. Healthcare Data Annotation Tools Market Trends And Strategies

4. Healthcare Data Annotation Tools Market - Macro Economic Scenario

  • 4.1. Impact Of High Inflation On The Market
  • 4.2. Ukraine-Russia War Impact On The Market
  • 4.3. COVID-19 Impact On The Market

5. Global Healthcare Data Annotation Tools Market Size and Growth

  • 5.1. Global Healthcare Data Annotation Tools Market Drivers and Restraints
    • 5.1.1. Drivers Of The Market
    • 5.1.2. Restraints Of The Market
  • 5.2. Global Healthcare Data Annotation Tools Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
  • 5.3. Global Healthcare Data Annotation Tools Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. Healthcare Data Annotation Tools Market Segmentation

  • 6.1. Global Healthcare Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Text
  • Image And Video
  • Audio
  • 6.2. Global Healthcare Data Annotation Tools Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Manual
  • Semi-Supervised
  • Automatic
  • 6.3. Global Healthcare Data Annotation Tools Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Virtual Assistants
  • Conversational Bots
  • Diagnostic Support
  • Drug Development Process
  • Robotic Surgery
  • Medical Documents
  • 6.4. Global Healthcare Data Annotation Tools Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Hospitals
  • Diagnostic Imaging Centers
  • Healthcare Technology Companies
  • Other End-Users

7. Healthcare Data Annotation Tools Market Regional And Country Analysis

  • 7.1. Global Healthcare Data Annotation Tools Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 7.2. Global Healthcare Data Annotation Tools Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific Healthcare Data Annotation Tools Market

  • 8.1. Asia-Pacific Healthcare Data Annotation Tools Market Overview
  • Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 8.2. Asia-Pacific Healthcare Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.3. Asia-Pacific Healthcare Data Annotation Tools Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.4. Asia-Pacific Healthcare Data Annotation Tools Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China Healthcare Data Annotation Tools Market

  • 9.1. China Healthcare Data Annotation Tools Market Overview
  • 9.2. China Healthcare Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.3. China Healthcare Data Annotation Tools Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.4. China Healthcare Data Annotation Tools Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India Healthcare Data Annotation Tools Market

  • 10.1. India Healthcare Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.2. India Healthcare Data Annotation Tools Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.3. India Healthcare Data Annotation Tools Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan Healthcare Data Annotation Tools Market

  • 11.1. Japan Healthcare Data Annotation Tools Market Overview
  • 11.2. Japan Healthcare Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.3. Japan Healthcare Data Annotation Tools Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.4. Japan Healthcare Data Annotation Tools Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia Healthcare Data Annotation Tools Market

  • 12.1. Australia Healthcare Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.2. Australia Healthcare Data Annotation Tools Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.3. Australia Healthcare Data Annotation Tools Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia Healthcare Data Annotation Tools Market

  • 13.1. Indonesia Healthcare Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.2. Indonesia Healthcare Data Annotation Tools Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.3. Indonesia Healthcare Data Annotation Tools Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea Healthcare Data Annotation Tools Market

  • 14.1. South Korea Healthcare Data Annotation Tools Market Overview
  • 14.2. South Korea Healthcare Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.3. South Korea Healthcare Data Annotation Tools Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.4. South Korea Healthcare Data Annotation Tools Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe Healthcare Data Annotation Tools Market

  • 15.1. Western Europe Healthcare Data Annotation Tools Market Overview
  • 15.2. Western Europe Healthcare Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.3. Western Europe Healthcare Data Annotation Tools Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.4. Western Europe Healthcare Data Annotation Tools Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK Healthcare Data Annotation Tools Market

  • 16.1. UK Healthcare Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.2. UK Healthcare Data Annotation Tools Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.3. UK Healthcare Data Annotation Tools Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany Healthcare Data Annotation Tools Market

  • 17.1. Germany Healthcare Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.2. Germany Healthcare Data Annotation Tools Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.3. Germany Healthcare Data Annotation Tools Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France Healthcare Data Annotation Tools Market

  • 18.1. France Healthcare Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.2. France Healthcare Data Annotation Tools Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.3. France Healthcare Data Annotation Tools Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy Healthcare Data Annotation Tools Market

  • 19.1. Italy Healthcare Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.2. Italy Healthcare Data Annotation Tools Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.3. Italy Healthcare Data Annotation Tools Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain Healthcare Data Annotation Tools Market

  • 20.1. Spain Healthcare Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.2. Spain Healthcare Data Annotation Tools Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.3. Spain Healthcare Data Annotation Tools Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe Healthcare Data Annotation Tools Market

  • 21.1. Eastern Europe Healthcare Data Annotation Tools Market Overview
  • 21.2. Eastern Europe Healthcare Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.3. Eastern Europe Healthcare Data Annotation Tools Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.4. Eastern Europe Healthcare Data Annotation Tools Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia Healthcare Data Annotation Tools Market

  • 22.1. Russia Healthcare Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.2. Russia Healthcare Data Annotation Tools Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.3. Russia Healthcare Data Annotation Tools Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America Healthcare Data Annotation Tools Market

  • 23.1. North America Healthcare Data Annotation Tools Market Overview
  • 23.2. North America Healthcare Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.3. North America Healthcare Data Annotation Tools Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.4. North America Healthcare Data Annotation Tools Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA Healthcare Data Annotation Tools Market

  • 24.1. USA Healthcare Data Annotation Tools Market Overview
  • 24.2. USA Healthcare Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.3. USA Healthcare Data Annotation Tools Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.4. USA Healthcare Data Annotation Tools Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada Healthcare Data Annotation Tools Market

  • 25.1. Canada Healthcare Data Annotation Tools Market Overview
  • 25.2. Canada Healthcare Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.3. Canada Healthcare Data Annotation Tools Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.4. Canada Healthcare Data Annotation Tools Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America Healthcare Data Annotation Tools Market

  • 26.1. South America Healthcare Data Annotation Tools Market Overview
  • 26.2. South America Healthcare Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.3. South America Healthcare Data Annotation Tools Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.4. South America Healthcare Data Annotation Tools Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil Healthcare Data Annotation Tools Market

  • 27.1. Brazil Healthcare Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.2. Brazil Healthcare Data Annotation Tools Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.3. Brazil Healthcare Data Annotation Tools Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East Healthcare Data Annotation Tools Market

  • 28.1. Middle East Healthcare Data Annotation Tools Market Overview
  • 28.2. Middle East Healthcare Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.3. Middle East Healthcare Data Annotation Tools Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.4. Middle East Healthcare Data Annotation Tools Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa Healthcare Data Annotation Tools Market

  • 29.1. Africa Healthcare Data Annotation Tools Market Overview
  • 29.2. Africa Healthcare Data Annotation Tools Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.3. Africa Healthcare Data Annotation Tools Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.4. Africa Healthcare Data Annotation Tools Market, Segmentation By End-User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. Healthcare Data Annotation Tools Market Competitive Landscape And Company Profiles

  • 30.1. Healthcare Data Annotation Tools Market Competitive Landscape
  • 30.2. Healthcare Data Annotation Tools Market Company Profiles
    • 30.2.1. Infosys BPM
      • 30.2.1.1. Overview
      • 30.2.1.2. Products and Services
      • 30.2.1.3. Strategy
      • 30.2.1.4. Financial Performance
    • 30.2.2. iMerit Technology
      • 30.2.2.1. Overview
      • 30.2.2.2. Products and Services
      • 30.2.2.3. Strategy
      • 30.2.2.4. Financial Performance
    • 30.2.3. Appen Limited
      • 30.2.3.1. Overview
      • 30.2.3.2. Products and Services
      • 30.2.3.3. Strategy
      • 30.2.3.4. Financial Performance
    • 30.2.4. Scale AI
      • 30.2.4.1. Overview
      • 30.2.4.2. Products and Services
      • 30.2.4.3. Strategy
      • 30.2.4.4. Financial Performance
    • 30.2.5. Hive AI
      • 30.2.5.1. Overview
      • 30.2.5.2. Products and Services
      • 30.2.5.3. Strategy
      • 30.2.5.4. Financial Performance

31. Healthcare Data Annotation Tools Market Other Major And Innovative Companies

  • 31.1. CloudFactory Limited
  • 31.2. Turing
  • 31.3. Capestart
  • 31.4. Anolytics
  • 31.5. Innodata
  • 31.6. Cogito Tech LLC
  • 31.7. Defined.ai
  • 31.8. Shaip
  • 31.9. Sama AI
  • 31.10. Explorium
  • 31.11. Labelbox
  • 31.12. Alegion AI, Inc
  • 31.13. SuperAnnotate LLC
  • 31.14. Label Your Data
  • 31.15. Lynxcare

32. Global Healthcare Data Annotation Tools Market Competitive Benchmarking

33. Global Healthcare Data Annotation Tools Market Competitive Dashboard

34. Key Mergers And Acquisitions In The Healthcare Data Annotation Tools Market

35. Healthcare Data Annotation Tools Market Future Outlook and Potential Analysis

  • 35.1 Healthcare Data Annotation Tools Market In 2028 - Countries Offering Most New Opportunities
  • 35.2 Healthcare Data Annotation Tools Market In 2028 - Segments Offering Most New Opportunities
  • 35.3 Healthcare Data Annotation Tools Market In 2028 - Growth Strategies
    • 35.3.1 Market Trend Based Strategies
    • 35.3.2 Competitor Strategies

36. Appendix

  • 36.1. Abbreviations
  • 36.2. Currencies
  • 36.3. Historic And Forecast Inflation Rates
  • 36.4. Research Inquiries
  • 36.5. The Business Research Company
  • 36.6. Copyright And Disclaimer