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ヘルスケアにおけるAIトレーニングデータセット市場規模、シェア、動向分析レポート：モデル別、データセットタイプ別、地域別、セグメント別予測、2025年～2030年

AI Training Dataset In Healthcare Market Size, Share & Trends Analysis Report By Model (Image/Video, Text), By Dataset Type (Medical Imaging, Telemedicine, Electronic Health Records, Wearable Devices), By Region, And Segment Forecasts, 2025 - 2030

出版日
ページ情報
英文 100 Pages
納期
2～10営業日
カスタマイズ可能
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=154.26円
ヘルスケアにおけるAIトレーニングデータセット市場規模、シェア、動向分析レポート：モデル別、データセットタイプ別、地域別、セグメント別予測、2025年～2030年
出版日: 2024年11月27日
発行: Grand View Research
ページ情報: 英文 100 Pages
納期: 2～10営業日
GIIご利用のメリット
  • 全表示
  • 概要
  • 図表
  • 目次
概要

ヘルスケアにおけるAIトレーニングデータセット市場の成長と動向

Grand View Research, Inc.の最新レポートによると、ヘルスケアにおけるAIトレーニングデータセットの世界市場規模は、2025～2030年にかけてCAGR 22.9％を記録し、2030年までに14億7,000万米ドルに達する見込みです。

クリニカルノートや電子カルテを人工知能（AI）トレーニングに活用することも注目すべき動向です。ヘルスケア機関が患者記録や臨床ノートをデジタル化するにつれて、これらのテキストデータソースはAIモデルに貴重な洞察を記載しています。研究者やヘルスケア企業は、自然言語処理（NLP）アルゴリズムを訓練するための大規模なデータセットを構築しています。これらのAIモデルは、ヘルスケア記録から貴重な情報を抽出し、臨床意思決定支援、疾病追跡、予測分析を支援することができます。

製薬産業では、創薬を加速させるためにAIのトレーニングデータセットを活用する動きが加速しています。この動向には、化合物、分子構造、生物学的相互作用に関する包括的なデータセットの収集が含まれます。これらのデータセットで訓練されたAIモデルは、潜在的な医薬品候補を特定し、その有効性を予測し、医薬品開発プロセスを最適化することができます。この動向は創薬パイプラインに革命をもたらし、より効率的で費用対効果の高いものにしています。

ヘルスケアAIトレーニングデータセットの顕著な動向の1つは、ヘルスケア画像データセットの継続的な拡大です。MRI、CTスキャン、超音波などのヘルスケア画像技術の進歩に伴い、ヘルスケア機関は大量の画像データを生成しています。この動向は、がんの早期発見、臓器のセグメンテーション、病理学的分析タスクのための広範なデータセットの作成を伴います。多様でラベル付けされたヘルスケア画像の利用可能性が高まることで、より正確な診断AIモデルの開発が促進されます。

北米では、ヘルスケアにおけるAIトレーニングデータセットの利用動向として、ヘルスケア機関、研究機関、技術企業間の連携とデータ共有に強い注目が集まっています。この動向は、米国のHIPAAやカナダのPIPEDAといった厳格なデータプライバシー規制を遵守しつつ、包括的で多様なデータセットをコンパイルする必要性に後押しされています。機密性の高い患者データへのアクセスとその利用という課題を克服するため、利害関係者はパートナーシップを結び、先進的データ匿名化技術を導入しています。この協力的なアプローチは、患者のプライバシーとデータセキュリティを確保しながら、北米のヘルスケアセグメントにおけるヘルスケア研究、診断、治療のためのAIモデルの開発を加速します。

ヘルスケアにおけるAIトレーニングデータセット市場レポートハイライト

  • ヘルスケア画像、診断ツール、治療計画におけるAI搭載ソリューションの需要増により、2024年の市場シェアは画像/動画が43.2%で圧倒的。
  • テキストも、特に電子カルテ（EHR）、臨床ノート、ヘルスケア文献の分析において、市場で牽引力を増しています。
  • ヘルスケア画像は、AI主導の診断ツールに対する需要の増加と画像技術の進歩に牽引され、2024年に支配的な地位を獲得しています。
  • 北米は、ヘルスケア市場における世界のAIトレーニングデータセットをリードし、2024年に36.0％のトップシェアを占める。

目次

第1章 調査手法と範囲

第2章 エグゼクティブサマリー

第3章 ヘルスケアにおけるAIトレーニングデータセット市場の変数、動向、範囲

  • 世界のヘルスケアにおけるAIトレーニングデータセット市場の展望
  • 産業バリューチェーン分析
  • 市場力学
    • 市場促進要因分析
    • 市場抑制要因分析
    • 産業の課題
  • ポーターのファイブフォース分析
    • サプライヤーの力
    • 買い手の力
    • 代替の脅威
    • 新規参入の脅威
    • 競争企業間の敵対関係
  • PESTEL分析
    • 政治情勢
    • 経済情勢
    • 社会情勢
    • 技術情勢
    • 環境情勢
    • 法的情勢

第4章 ヘルスケアにおけるAIトレーニングデータセット市場：モデルの推定と予測

  • ヘルスケアにおけるAIトレーニングデータセット市場：モデルの変動分析、2024年と2030年

第5章 ヘルスケアにおけるAIトレーニングデータセット市場：データセットタイプの展望、推定、予測

  • ヘルスケアにおけるAIトレーニングデータセット市場：データセットタイプの変動分析、2024年と2030年
    • 電子健康記録
    • ヘルスケア画像
    • ウェアラブルデバイス
    • 遠隔ヘルスケア
    • その他

第6章 ヘルスケアにおけるAIトレーニングデータセット市場：地域別、推定・動向分析

  • ヘルスケアにおけるAIトレーニングデータセット市場のシェア（地域別、2024年と2030年）
  • 北米
    • 米国
    • カナダ
    • メキシコ
  • 欧州
    • 英国
    • ドイツ
    • フランス
  • アジア太平洋
    • 中国
    • 日本
    • インド
    • 韓国
    • オーストラリア
  • ラテンアメリカ
    • ブラジル
  • 中東・アフリカ
    • アラブ首長国連邦
    • サウジアラビア
    • 南アフリカ

第7章 競合情勢

  • 主要市場参入企業による最近の動向と影響分析
  • ベンダー情勢
    • 企業分類
    • 主要販売代理店とチャネルパートナー一覧
    • 潜在顧客リスト/リスト
  • 競争の力学
    • 競合ベンチマーキング
    • 戦略マッピング
    • ヒートマップ分析
  • 企業プロファイル/上場企業
    • Alegion
    • Amazon Web Services, Inc
    • Appen Limited
    • Cogito Tech LLC
    • Deep Vision Data
    • Google, LLC（Kaggle）
    • Lionbridge Technologies, Inc.
    • Microsoft Corporation
    • Samasource Inc.
    • Scale AI, Inc.
図表

List of Tables

  • Table 1. Global AI Training Dataset In Healthcare market estimates and forecasts, by region, 2018 - 2030 (USD Million)
  • Table 2. Global AI Training Dataset In Healthcare market estimates and forecasts, by Model, 2018 - 2030 (USD Million)
  • Table 3. Global AI Training Dataset In Healthcare market estimates and forecasts, by Dataset Type, 2018 - 2030 (USD Million)
  • Table 4. North America AI Training Dataset In Healthcare market estimates and forecasts, by country, 2018 - 2030 (USD Million)
  • Table 5. North America AI Training Dataset In Healthcare market estimates and forecasts, by Model, 2018 - 2030 (USD Million)
  • Table 6. North America AI Training Dataset In Healthcare market estimates and forecasts, by Dataset Type, 2018 - 2030 (USD Million)
  • Table 7. U.S. AI Training Dataset In Healthcare market estimates and forecasts, by Model, 2018 - 2030 (USD Million)
  • Table 8. U.S. AI Training Dataset In Healthcare market estimates and forecasts, by Dataset Type, 2018 - 2030 (USD Million)
  • Table 9. Canada AI Training Dataset In Healthcare market estimates and forecasts, by Model, 2018 - 2030 (USD Million)
  • Table 10. Canada AI Training Dataset In Healthcare market estimates and forecasts, by Dataset Type, 2018 - 2030 (USD Million)
  • Table 11. Mexico AI Training Dataset In Healthcare market estimates and forecasts, by Model, 2018 - 2030 (USD Million)
  • Table 12. Mexico AI Training Dataset In Healthcare market estimates and forecasts, by Dataset Type, 2018 - 2030 (USD Million)
  • Table 13. Europe AI Training Dataset In Healthcare market estimates and forecasts, by country, 2018 - 2030 (USD Million)
  • Table 14. Europe AI Training Dataset In Healthcare market estimates and forecasts, by Model, 2018 - 2030 (USD Million)
  • Table 15. Europe AI Training Dataset In Healthcare market estimates and forecasts, by Dataset Type, 2018 - 2030 (USD Million)
  • Table 16. UK AI Training Dataset In Healthcare market estimates and forecasts, by Model, 2018 - 2030 (USD Million)
  • Table 17. UK AI Training Dataset In Healthcare market estimates and forecasts, by Dataset Type, 2018 - 2030 (USD Million)
  • Table 18. Germany AI Training Dataset In Healthcare market estimates and forecasts, by Model, 2018 - 2030 (USD Million)
  • Table 19. Germany AI Training Dataset In Healthcare market estimates and forecasts, by Dataset Type, 2018 - 2030 (USD Million)
  • Table 20. France AI Training Dataset In Healthcare market estimates and forecasts, by Model, 2018 - 2030 (USD Million)
  • Table 21. France AI Training Dataset In Healthcare market estimates and forecasts, by Dataset Type, 2018 - 2030 (USD Million)
  • Table 22. Asia Pacific AI Training Dataset In Healthcare market estimates and forecasts, by country, 2018 - 2030 (USD Million)
  • Table 23. Asia Pacific AI Training Dataset In Healthcare market estimates and forecasts, by Model, 2018 - 2030 (USD Million)
  • Table 24. Asia Pacific AI Training Dataset In Healthcare market estimates and forecasts, by Dataset Type, 2018 - 2030 (USD Million)
  • Table 25. China AI Training Dataset In Healthcare market estimates and forecasts, by Model, 2018 - 2030 (USD Million)
  • Table 26. China AI Training Dataset In Healthcare market estimates and forecasts, by Dataset Type, 2018 - 2030 (USD Million)
  • Table 27. Japan AI Training Dataset In Healthcare market estimates and forecasts, by Model, 2018 - 2030 (USD Million)
  • Table 28. Japan AI Training Dataset In Healthcare market estimates and forecasts, by Dataset Type, 2018 - 2030 (USD Million)
  • Table 29. India AI Training Dataset In Healthcare market estimates and forecasts, by Model, 2018 - 2030 (USD Million)
  • Table 30. India AI Training Dataset In Healthcare market estimates and forecasts, by Dataset Type, 2018 - 2030 (USD Million)
  • Table 31. Australia AI Training Dataset In Healthcare market estimates and forecasts, by Model, 2018 - 2030 (USD Million)
  • Table 32. Australia AI Training Dataset In Healthcare market estimates and forecasts, by Dataset Type, 2018 - 2030 (USD Million)
  • Table 33. South Korea AI Training Dataset In Healthcare market estimates and forecasts, by Model, 2018 - 2030 (USD Million)
  • Table 34. South Korea AI Training Dataset In Healthcare market estimates and forecasts, by Dataset Type, 2018 - 2030 (USD Million)
  • Table 35. Latin America AI Training Dataset In Healthcare market estimates and forecasts, by country, 2018 - 2030 (USD Million)
  • Table 36. Latin America AI Training Dataset In Healthcare market estimates and forecasts, by Model, 2018 - 2030 (USD Million)
  • Table 37. Latin America AI Training Dataset In Healthcare market estimates and forecasts, by Dataset Type, 2018 - 2030 (USD Million)
  • Table 38. Brazil AI Training Dataset In Healthcare market estimates and forecasts, by Model, 2018 - 2030 (USD Million)
  • Table 39. Brazil AI Training Dataset In Healthcare market estimates and forecasts, by Dataset Type, 2018 - 2030 (USD Million)
  • Table 40. Middle East & Africa AI Training Dataset In Healthcare market estimates and forecasts, by country, 2018 - 2030 (USD Million)
  • Table 41. Middle East & Africa AI Training Dataset In Healthcare market estimates and forecasts, by Model, 2018 - 2030 (USD Million)
  • Table 42. Middle East & Africa AI Training Dataset In Healthcare market estimates and forecasts, by Dataset Type, 2018 - 2030 (USD Million)
  • Table 43. Saudi Arabia AI Training Dataset In Healthcare market estimates and forecasts, by Model, 2018 - 2030 (USD Million)
  • Table 44. Saudi Arabia AI Training Dataset In Healthcare market estimates and forecasts, by Dataset Type, 2018 - 2030 (USD Million)
  • Table 45. UAE AI Training Dataset In Healthcare market estimates and forecasts, by Model, 2018 - 2030 (USD Million)
  • Table 46. UAE AI Training Dataset In Healthcare market estimates and forecasts, by Dataset Type, 2018 - 2030 (USD Million)
  • Table 47. South Africa AI Training Dataset In Healthcare market estimates and forecasts, by Model, 2018 - 2030 (USD Million)
  • Table 48. South Africa AI Training Dataset In Healthcare market estimates and forecasts, by Dataset Type, 2018 - 2030 (USD Million)

List of Figures

  • Fig. 1 AI Training Dataset In Healthcare market segmentation
  • Fig. 2 Market research process
  • Fig. 3 Information procurement
  • Fig. 4 Primary research pattern
  • Fig. 5 Market research approaches
  • Fig. 6 Parent market analysis
  • Fig. 7 Market formulation & validation
  • Fig. 8 AI Training Dataset In Healthcare market snapshot
  • Fig. 9 AI Training Dataset In Healthcare market segment snapshot
  • Fig. 10 AI Training Dataset In Healthcare market competitive landscape snapshot
  • Fig. 11 Market driver relevance analysis (Current & future impact)
  • Fig. 12 Market restraint relevance analysis (Current & future impact)
  • Fig. 13 Value Chain Analysis
  • Fig. 14 AI Training Dataset In Healthcare market: Model outlook key takeaways (USD Million)
  • Fig. 15 AI Training Dataset In Healthcare market: Model movement analysis 2024 & 2030 (USD Million)
  • Fig. 16 Text market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 17 Image/Video market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 18 Others market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 19 AI Training Dataset In Healthcare market: Dataset Type outlook key takeaways (USD Million)
  • Fig. 20 AI Training Dataset In Healthcare market: Dataset Type movement analysis 2024 & 2030 (USD Million)
  • Fig. 21 Electronic Health Records market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 22 Medical Imaging market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 23 Wearable Devices market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 24 Telemedicine market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 25 Others market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 26 Regional marketplace: Key takeaways
  • Fig. 27 AI Training Dataset In Healthcare market: Regional outlook, 2024 & 2030 (USD Million)
  • Fig. 28 North America AI Training Dataset In Healthcare market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 29 U.S. AI Training Dataset In Healthcare market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 30 Canada AI Training Dataset In Healthcare market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 31 Mexico AI Training Dataset In Healthcare market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 32 Europe AI Training Dataset In Healthcare market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 33 UK AI Training Dataset In Healthcare market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 34 Germany AI Training Dataset In Healthcare market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 35 France AI Training Dataset In Healthcare market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 36 Asia Pacific AI Training Dataset In Healthcare market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 37 Japan AI Training Dataset In Healthcare market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 38 China AI Training Dataset In Healthcare market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 39 India AI Training Dataset In Healthcare market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 40 Australia AI Training Dataset In Healthcare market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 41 South Korea AI Training Dataset In Healthcare market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 42 Latin America AI Training Dataset In Healthcare market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 43 Brazil AI Training Dataset In Healthcare market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 44 MEA AI Training Dataset In Healthcare market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 45 KSA AI Training Dataset In Healthcare market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 46 UAE AI Training Dataset In Healthcare market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 47 South Africa AI Training Dataset In Healthcare market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 48 Strategy framework
  • Fig. 49 Company Categorization
目次
Product Code: GVR-4-68040-136-4

AI Training Dataset In Healthcare Market Growth & Trends:

The global AI training dataset in healthcare market size is expected to reach USD 1.47 billion by 2030, registering a CAGR of 22.9% from 2025 to 2030, according to a new report by Grand View Research, Inc. Utilizing clinical notes and electronic health records for artificial intelligence (AI) training is another noteworthy trend. As healthcare institutions digitize patient records and clinical notes, these textual data sources provide valuable insights for AI models. Researchers and healthcare companies are building large-scale datasets to train natural language processing (NLP) algorithms. These AI models can extract valuable information from medical records, aiding clinical decision support, disease tracking, and predictive analytics.

The pharmaceutical industry is increasingly harnessing AI training datasets to accelerate drug discovery. This trend involves compiling comprehensive datasets of chemical compounds, molecular structures, and biological interactions. AI models trained on these datasets can identify potential drug candidates, predict their efficacy, and optimize drug development processes. This trend is revolutionizing the drug discovery pipeline, making it more efficient and cost-effective.

One of the prominent trends in healthcare AI training datasets is the continuous expansion of medical imaging datasets. With advancements in medical imaging technologies such as MRI, CT scans, and ultrasound, healthcare organizations generate massive volumes of image data. This trend involves creating extensive datasets for early cancer detection, organ segmentation, and pathology analysis tasks. The growing availability of diverse and labeled medical images drives thedevelopment of more accurate diagnostic AI models.

In North America, a prominent trend in using AI training datasets in healthcare is a strong focus on collaboration and data sharing among healthcare institutions, research organizations, and technology companies. This trend is driven by the need to compile comprehensive and diverse datasets while complying with stringent data privacy regulations such as HIPAA in the U.S. and PIPEDA in Canada. To overcome the challenges of accessing and using sensitive patient data, stakeholders are forming partnerships and implementing advanced data anonymization techniques. This collaborative approach accelerates the development of AI models for medical research, diagnosis, and treatment in the North American healthcare sector while ensuring patient privacy and data security.

AI Training Dataset In Healthcare Market Report Highlights:

  • Image/video dominated the market in 2024 with a market share of 43.2% due to the increasing demand for AI-powered solutions in medical imaging, diagnostic tools, and treatment planning.
  • Text is also gaining traction in the market, particularly in analyzing electronic health records (EHRs), clinical notes, and medical literature.
  • Medical Imaging has achieved a dominant position in 2024, driven by the increasing demand for AI-driven diagnostic tools and advancements in imaging technologies.
  • North America leads the global AI training dataset in the healthcare market, accounting for a leading share of 36.0% in 2024.

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation & Scope
  • 1.2. Market Definition
  • 1.3. Information Procurement
    • 1.3.1. Purchased Database
    • 1.3.2. GVR's Internal Database
    • 1.3.3. Secondary Sources & Third-Party Perspectives
    • 1.3.4. Primary Research
  • 1.4. Information Analysis
    • 1.4.1. Data Analysis Models
  • 1.5. Market Formulation & Data Visualization
  • 1.6. Data Validation & Publishing

Chapter 2. Executive Summary

  • 2.1. Market Insights
  • 2.2. Segmental Outlook
  • 2.3. Competitive Outlook

Chapter 3. AI Training Dataset In Healthcare Market Variables, Trends & Scope

  • 3.1. Global AI Training Dataset In Healthcare Market Outlook
  • 3.2. Industry Value Chain Analysis
  • 3.3. Market Dynamics
    • 3.3.1. Market Driver Analysis
    • 3.3.2. Market Restraint Analysis
    • 3.3.3. Industry Challenges
  • 3.4. Porter's Five Forces Analysis
    • 3.4.1. Supplier Power
    • 3.4.2. Buyer Power
    • 3.4.3. Substitution Threat
    • 3.4.4. Threat from New Entrant
    • 3.4.5. Competitive Rivalry
  • 3.5. PESTEL Analysis
    • 3.5.1. Political Landscape
    • 3.5.2. Economic Landscape
    • 3.5.3. Social Landscape
    • 3.5.4. Technological Landscape
    • 3.5.5. Environmental Landscape
    • 3.5.6. Legal Landscape

Chapter 4. AI Training Dataset In Healthcare Market: Model Estimates & Forecasts

  • 4.1. AI Training Dataset In Healthcare Market: Model Movement Analysis, 2024 & 2030
    • 4.1.1. Text
      • 4.1.1.1. Text Market estimates and forecast, 2018 - 2030 (USD Million)
    • 4.1.2. Image/Video
      • 4.1.2.1. Image/Video Market estimates and forecast, 2018 - 2030 (USD Million)
    • 4.1.3. Others
      • 4.1.3.1. Others Market estimates and forecast, 2018 - 2030 (USD Million)

Chapter 5. AI Training Dataset In Healthcare Market: Dataset Type Outlook Estimates & Forecasts

  • 5.1. AI Training Dataset In Healthcare Market: Dataset Type Movement Analysis, 2024 & 2030
    • 5.1.1. Electronic Health Records
      • 5.1.1.1. Electronic Health Records Market estimates and forecast, 2018 - 2030 (USD Million)
    • 5.1.2. Medical Imaging
      • 5.1.2.1. Medical Imaging Market estimates and forecast, 2018 - 2030 (USD Million)
    • 5.1.3. Wearable Devices
      • 5.1.3.1. Wearable Devices Market estimates and forecast, 2018 - 2030 (USD Million)
    • 5.1.4. Telemedicine
      • 5.1.4.1. Telemedicine Market estimates and forecast, 2018 - 2030 (USD Million)
    • 5.1.5. Others
      • 5.1.5.1. Others Market estimates and forecast, 2018 - 2030 (USD Million)

Chapter 6. AI Training Dataset In Healthcare Market: Regional Estimates & Trend Analysis

  • 6.1. AI Training Dataset In Healthcare Market Share, By Region, 2024 & 2030 (USD Million)
  • 6.2. North America
    • 6.2.1. North America AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.2.1.1. North America AI Training Dataset In Healthcare Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 6.2.1.2. North America AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
      • 6.2.1.3. North America AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
    • 6.2.2. U.S.
      • 6.2.2.1. U.S. AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.2.2.2. U.S. AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
      • 6.2.2.3. U.S. AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
    • 6.2.3. Canada
      • 6.2.3.1. Canada AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.2.3.2. Canada AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
      • 6.2.3.3. Canada AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
    • 6.2.4. Mexico
      • 6.2.4.1. Mexico AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.2.4.2. Mexico AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
      • 6.2.4.3. Mexico AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
  • 6.3. Europe
    • 6.3.1. Europe AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.3.1.1. Europe AI Training Dataset In Healthcare Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 6.3.1.2. Europe AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
      • 6.3.1.3. Europe AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
    • 6.3.2. UK
      • 6.3.2.1. UK AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.3.2.2. UK AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
      • 6.3.2.3. UK AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
    • 6.3.3. Germany
      • 6.3.3.1. Germany AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.3.3.2. Germany AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
      • 6.3.3.3. Germany AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
    • 6.3.4. France
      • 6.3.4.1. France AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.3.4.2. France AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
      • 6.3.4.3. France AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
  • 6.4. Asia Pacific
    • 6.4.1. Asia Pacific AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.4.1.1. Asia Pacific AI Training Dataset In Healthcare Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 6.4.1.2. Asia Pacific AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
      • 6.4.1.3. Asia Pacific AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
    • 6.4.2. China
      • 6.4.2.1. China AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.4.2.2. China AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
      • 6.4.2.3. China AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
    • 6.4.3. Japan
      • 6.4.3.1. Japan AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.4.3.2. Japan AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
      • 6.4.3.3. Japan AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
    • 6.4.4. India
      • 6.4.4.1. India AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.4.4.2. India AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
      • 6.4.4.3. India AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
    • 6.4.5. South Korea
      • 6.4.5.1. South Korea AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.4.5.2. Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
      • 6.4.5.3. South Korea AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
    • 6.4.6. Australia
      • 6.4.6.1. Australia AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.4.6.2. Australia AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
      • 6.4.6.3. Australia AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
  • 6.5. Latin America
    • 6.5.1. Latin America AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.5.1.1. Latin America AI Training Dataset In Healthcare Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 6.5.1.2. Latin America AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
      • 6.5.1.3. Latin America AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
    • 6.5.2. Brazil
      • 6.5.2.1. Brazil AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.5.2.2. Brazil AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
      • 6.5.2.3. Brazil AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
  • 6.6. Middle East and Africa
    • 6.6.1. Middle East and Africa AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.6.1.1. Middle East and Africa AI Training Dataset In Healthcare Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 6.6.1.2. Middle East and Africa AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
      • 6.6.1.3. Middle East and Africa AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
    • 6.6.2. UAE
      • 6.6.2.1. UAE AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.6.2.2. UAE AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
      • 6.6.2.3. UAE AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
    • 6.6.3. KSA
      • 6.6.3.1. KSA AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.6.3.2. KSA AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
      • 6.6.3.3. KSA AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)
    • 6.6.4. South Africa
      • 6.6.4.1. South Africa AI Training Dataset In Healthcare Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.6.4.2. South Africa AI Training Dataset In Healthcare Market Estimates and Forecasts, by Model, 2018 - 2030 (USD Million)
      • 6.6.4.3. South Africa AI Training Dataset In Healthcare Market Estimates and Forecasts, by Dataset Type, 2018 - 2030 (USD Million)

Chapter 7. Competitive Landscape

  • 7.1. Recent Developments & Impact Analysis, By Key Market Participants
  • 7.2. Vendor Landscape
    • 7.2.1. Company categorization
    • 7.2.2. List of Key Distributors and channel Partners
    • 7.2.3. List of Potential Customers/Listing
  • 7.3. Competitive Dynamics
    • 7.3.1. Competitive Benchmarking
    • 7.3.2. Strategy Mapping
    • 7.3.3. Heat Map Analysis
  • 7.4. Company Profiles/Listing
    • 7.4.1. Alegion
      • 7.4.1.1. Participant's overview
      • 7.4.1.2. Financial performance
      • 7.4.1.3. Model benchmarking
      • 7.4.1.4. Strategic initiatives
    • 7.4.2. Amazon Web Services, Inc
      • 7.4.2.1. Participant's overview
      • 7.4.2.2. Financial performance
      • 7.4.2.3. Model benchmarking
      • 7.4.2.4. Strategic initiatives
    • 7.4.3. Appen Limited
      • 7.4.3.1. Participant's overview
      • 7.4.3.2. Financial performance
      • 7.4.3.3. Model benchmarking
      • 7.4.3.4. Strategic initiatives
    • 7.4.4. Cogito Tech LLC
      • 7.4.4.1. Participant's overview
      • 7.4.4.2. Financial performance
      • 7.4.4.3. Model benchmarking
      • 7.4.4.4. Strategic initiatives
    • 7.4.5. Deep Vision Data
      • 7.4.5.1. Participant's overview
      • 7.4.5.2. Financial performance
      • 7.4.5.3. Model benchmarking
      • 7.4.5.4. Strategic initiatives
    • 7.4.6. Google, LLC (Kaggle)
      • 7.4.6.1. Participant's overview
      • 7.4.6.2. Financial performance
      • 7.4.6.3. Model benchmarking
      • 7.4.6.4. Strategic initiatives
    • 7.4.7. Lionbridge Technologies, Inc.
      • 7.4.7.1. Participant's overview
      • 7.4.7.2. Financial performance
      • 7.4.7.3. Model benchmarking
      • 7.4.7.4. Strategic initiatives
    • 7.4.8. Microsoft Corporation
      • 7.4.8.1. Participant's overview
      • 7.4.8.2. Financial performance
      • 7.4.8.3. Model benchmarking
      • 7.4.8.4. Strategic initiatives
    • 7.4.9. Samasource Inc.
      • 7.4.9.1. Participant's overview
      • 7.4.9.2. Financial performance
      • 7.4.9.3. Model benchmarking
      • 7.4.9.4. Strategic initiatives
    • 7.4.10. Scale AI, Inc.
      • 7.4.10.1. Participant's overview
      • 7.4.10.2. Financial performance
      • 7.4.10.3. Model benchmarking
      • 7.4.10.4. Strategic initiatives