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医療向けデータアノテーションツールの世界市場レポート 2024年

Healthcare Data Annotation Tools Global Market Report 2024
出版日: 受注後更新 | 発行: The Business Research Company | ページ情報: 英文 175 Pages | 納期: 2～10営業日

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医療向けデータアノテーションツールの世界市場レポート 2024年
出版日: 受注後更新
発行: The Business Research Company
ページ情報: 英文 175 Pages
納期: 2～10営業日
  • 全表示
  • 概要
  • 目次
概要

医療向けデータアノテーションツール市場規模は、今後数年で飛躍的な成長が見込まれます。2028年にはCAGR28.3％で6億7,000万米ドルに成長します。予測期間中に予想される成長は、遠隔医療サービスの拡大、AI主導型医療ソリューションの広範な採用、ゲノムデータアノテーションの需要増加、規制遵守要件の必須化、医療セグメントにおけるデジタル変革の進行など、いくつかの要因に起因しています。この期間に予想される主要動向には、デジタル変革の加速、AIと機械学習技術の統合、ゲノムデータアノテーションの主要発展、画像アノテーション技術の開発、共同アノテーションプラットフォームの出現が含まれます。

テレヘルスの採用拡大が医療向けデータアノテーションツール市場の拡大を後押しします。遠隔医療は、電子情報と通信技術を利用して遠隔臨床医療、患者教育、健康管理をサポートするもので、さまざまな層で利用が増加しています。医療向けデータアノテーションツールは、医療データを正確に識別・分類し、効率的な評価、治療計画、遠隔患者モニタリングを促進することで、遠隔医療において重要な役割を果たしています。Rock Healthが2023年2月に実施した調査によると、回答者の大部分（55歳以上の76％を含む）が遠隔医療サービスを利用しています。このような遠隔医療の普及が医療向けデータアノテーションツールの需要を促進しています。

医療向けデータアノテーションツール市場の主要参入企業は、AI開発のためのアノテーションプロセスを合理化するために、革新的な技術ソリューション、特にAIベースの医療向けデータアノテーションツールの開発に注力しています。これらのAI搭載ツールは、人工知能技術を活用して医療関連データに正確なアノテーションとラベル付けを行う。例えば、iMerit Technologyは2023年8月、AIとアナリティクスのためのデータアノテーションツールの包括的なスイートを提供するエンドツーエンドのエンタープライズグレードの技術プラットフォームであるAngo Hubを発表しました。Ango Hubは、データ準備、ワークフロー設計、アノテーションツール、品質保証、レポーティングなど、さまざまな段階にわたって自動化を活用し、AI用途の開発を迅速化します。特に、Ango Hubは医療画像のアノテーションに導入されており、医療人工知能のような重要なセグメントでの開発努力を加速する上でその有効性を示しています。高度なAIベースのアノテーション機能を提供することで、iMeritなどの企業は医療向けデータアノテーションツール市場の成長と発展に貢献しています。

目次

第1章 エグゼクティブサマリー

第2章 市場の特徴

第3章 市場動向と戦略

第4章 マクロ経済シナリオ

  • 高インフレが市場に与える影響
  • ウクライナ・ロシア戦争が市場に与える影響
  • COVID-19による市場への影響

第5章 世界の市場規模と成長

  • 世界の医療向けデータアノテーションツール市場の促進要因と抑制要因
    • 市場促進要因
    • 市場抑制要因
  • 世界の医療向けデータアノテーションツールの市場規模実績と成長の推移、2018～2023年
  • 世界の医療向けデータアノテーションツールの市場規模と成長予測、2023～2028年、2033年

第6章 市場セグメンテーション

  • 世界の医療向けデータアノテーションツール市場、タイプ別セグメンテーション、実績と予測、2018～2023年、2023～2028年、2033年
  • 文章
  • 画像とビデオ
  • オーディオ
  • 世界の医療向けデータアノテーションツール市場、技術別セグメンテーション、実績と予測、2018～2023年、2023～2028年、2033年
  • 手動
  • 半監督
  • 自動
  • 世界の医療向けデータアノテーションツール市場、用途別セグメンテーション、実績と予測、2018～2023年、2023～2028年、2033年
  • バーチャルアシスタント
  • 会話型ボット
  • 診断サポート
  • 医薬品開発プロセス
  • ロボット手術
  • 医療文書
  • 世界の医療向けデータアノテーションツール市場、エンドユーザー別セグメンテーション、実績と予測、2018～2023年、2023～2028年、2033年
  • 病院
  • 画像診断センター
  • 医療技術企業
  • その他

第7章 地域別・国別分析

  • 世界の医療向けデータアノテーションツール市場、地域別、実績と予測、2018～2023年、2023～2028年、2033年
  • 世界の医療向けデータアノテーションツール市場、国別、実績と予測、2018～2023年、2023～2028年、2033年

第8章 アジア太平洋市場

第9章 中国市場

第10章 インド市場

第11章 日本市場

第12章 オーストラリア市場

第13章 インドネシア市場

第14章 韓国市場

第15章 西欧市場

第16章 英国市場

第17章 ドイツ市場

第18章 フランス市場

第19章 イタリア市場

第20章 スペイン市場

第21章 東欧市場

第22章 ロシア市場

第23章 北米市場

第24章 米国市場

第25章 カナダ市場

第26章 南米市場

第27章 ブラジル市場

第28章 中東市場

第29章 アフリカ市場

第30章 競合情勢と企業プロファイル

  • 医療向けデータアノテーションツール市場の競合情勢
  • 医療向けデータアノテーションツール市場の企業プロファイル
    • Infosys BPM
    • iMerit Technology
    • Appen Limited
    • Scale AI
    • Hive AI

第31章 その他の大手企業と革新的企業

  • 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 競合ベンチマーキング

第33章 競合ダッシュボード

第34章 主要な合併と買収

第35章 将来の展望と潜在的分析

第36章 付録

目次
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.

Reasons to Purchase

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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