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ヘルスケアにおける人工知能トレーニングデータセットの世界市場

Artificial Intelligence Training Dataset in Healthcare

出版日
ページ情報
英文 147 Pages
納期
即日から翌営業日
適宜更新あり
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=149.53円
ヘルスケアにおける人工知能トレーニングデータセットの世界市場
出版日: 2025年08月15日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 147 Pages
納期: 即日から翌営業日
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概要

ヘルスケアにおける人工知能トレーニングデータセットの世界市場は2030年までに15億米ドルに達する

2024年に4億5,670万米ドルと推定されるヘルスケアにおける人工知能トレーニングデータセットの世界市場は、2024年から2030年にかけてCAGR 22.2％で成長し、2030年には15億米ドルに達すると予測されます。本レポートで分析しているセグメントの1つであるテキストモデルは、CAGR 25.8%を記録し、分析期間終了時には8億1,850万米ドルに達すると予測されています。画像／ビデオモデル分野の成長率は、分析期間中CAGR 21.0％と推定されます。

米国市場は推定1億2,010万米ドル、中国はCAGR20.8％で成長予測

米国のヘルスケアにおける人工知能トレーニングデータセット市場は、2024年に1億2,010万米ドルと推定されます。世界第2位の経済大国である中国は、分析期間2024年から2030年にかけてCAGR 20.8%で推移し、2030年には予測市場規模2億3,040万米ドルに達すると予測されています。その他の注目すべき地域別市場としては、日本とカナダがあり、分析期間中のCAGRはそれぞれ20.8％と18.7％と予測されています。欧州では、ドイツがCAGR約14.9%で成長すると予測されています。

世界のヘルスケアにおける人工知能トレーニングデータセット市場- 主要動向と促進要因のまとめ

なぜトレーニングデータセットはヘルスケアにおけるAIにとって極めて重要なのか？

AIのトレーニングデータセットは、ヘルスケアにおける人工知能アプリケーションの基礎であり、アルゴリズムが学習して正確な予測を行うことを可能にします。これらのデータセットは、患者記録、診断画像、ゲノム配列など、ラベル付けされた医療データとラベル付けされていない医療データで構成され、AIモデルを学習させてパターンを特定し、実用的な洞察を提供します。疾病診断、個別化医療、臨床意思決定支援などのアプリケーションにおけるAIの採用が急増し、高品質で包括的なデータセットに対する需要が高まっています。データ駆動型ソリューションに依存するヘルスケアセクターは、これらのトレーニングデータセットをAIイノベーションの中心に据えています。

データの多様性はどのようにAIモデルの精度を高めるのか？

トレーニングデータセットの多様性は、ヘルスケアにおけるAIモデルの精度と信頼性に不可欠です。さまざまな人口統計、地域、病状のデータを含めることで、AIアルゴリズムが多様な患者集団で効果的なパフォーマンスを発揮できるようになります。トレーニングデータセットのバイアスを減らし、包括性を向上させる取り組みは、医療転帰における過小評価や格差などの課題に取り組んでいます。この動向は、AI主導のヘルスケア・イノベーションの公平な利益を確保するため、世界的に代表的なデータセットを作成するための医療機関、政府、ハイテク企業間の協力に拍車をかけています。

市場力学においてデータプライバシーとコンプライアンスが果たす役割とは？

ヘルスケアデータは機密性が高いため、AIトレーニングデータセット市場ではプライバシーとコンプライアンスが最も重要です。GDPR、HIPAA、その他の地域のデータ保護法などの規制では、患者の機密性を確保するために厳格な保護措置が求められます。安全な匿名化技術とブロックチェーンベースのデータ共有ソリューションは、AIトレーニングのためのデータの有用性を維持しながら、これらの規制を遵守するために採用されています。ヘルスケアプロバイダーとデータセットのキュレーターは、透明性の高い実践と倫理的なAI開発に注力しており、これが利害関係者間の信頼を高め、市場開拓の原動力となっています。

ヘルスケアにおけるAIトレーニングデータセット市場の成長の原動力は？

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の原動力は、診断、創薬、個別化医療へのAI技術の採用が増加していることです。電子カルテ（EHR）、ウェアラブルデバイス、ゲノムシーケンスによって実現されるヘルスケアデータの急増は、トレーニングデータセットの豊富なソースを提供します。AIモデルを検証するための実世界データの需要も市場拡大に寄与しています。政府や民間団体によるAI研究への投資は、データセット共有のためのパートナーシップと相まって、成長をさらに加速させています。さらに、AIによる自動アノテーションを含むデータラベリング技術の進歩がデータセットの品質を向上させ、市場の持続的な進化を確実なものにしています。

セグメント

モデル（テキストモデル、画像/動画モデル、その他モデル）;データセットタイプ（医療画像データセット、電子カルテデータセット、遠隔医療データセット、ウェアラブルデバイスデータセット、その他データセットタイプ）

調査対象企業の例

  • Alegion
  • Amazon Web Services, Inc.
  • Appen Ltd.
  • Cogito Tech LLC
  • Deep Vision Data
  • Google LLC
  • Kaggle
  • Lionbridge Technologies, LLC.
  • Microsoft Corporation
  • Scale AI

AIインテグレーション

当社は、検証済みの専門家コンテンツとAIツールによって、市場情報と競合情報を変革しています。

Global Industry Analystsは、LLMや業界固有のSLMを照会する一般的な規範に従う代わりに、ビデオ記録、ブログ、検索エンジン調査、膨大な量の企業、製品/サービス、市場データなど、世界中のドメイン専門家からキュレートされたコンテンツのリポジトリを構築しました。

関税影響係数

Global Industry Analystsは、本社の国、製造拠点、輸出入（完成品とOEM）に基づく企業の競争力の変化を予測しています。この複雑で多面的な市場力学は、売上原価（COGS）の増加、収益性の低下、サプライチェーンの再構築など、ミクロおよびマクロの市場力学の中でも特に競合他社に影響を与える見込みです。

目次

第1章 調査手法

第2章 エグゼクティブサマリー

  • 市場概要
  • 主要企業
  • 市場動向と促進要因
  • 世界市場の見通し

第3章 市場分析

  • 米国
  • カナダ
  • 日本
  • 中国
  • 欧州
  • フランス
  • ドイツ
  • イタリア
  • 英国
  • その他欧州
  • アジア太平洋
  • その他の地域

第4章 競合

目次
Product Code: MCP29277

Global Artificial Intelligence Training Dataset in Healthcare Market to Reach US$1.5 Billion by 2030

The global market for Artificial Intelligence Training Dataset in Healthcare estimated at US$456.7 Million in the year 2024, is expected to reach US$1.5 Billion by 2030, growing at a CAGR of 22.2% over the analysis period 2024-2030. Text Model, one of the segments analyzed in the report, is expected to record a 25.8% CAGR and reach US$818.5 Million by the end of the analysis period. Growth in the Image / Video Model segment is estimated at 21.0% CAGR over the analysis period.

The U.S. Market is Estimated at US$120.1 Million While China is Forecast to Grow at 20.8% CAGR

The Artificial Intelligence Training Dataset in Healthcare market in the U.S. is estimated at US$120.1 Million in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$230.4 Million by the year 2030 trailing a CAGR of 20.8% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 20.8% and 18.7% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 14.9% CAGR.

Global Artificial Intelligence Training Dataset in Healthcare Market - Key Trends & Drivers Summarized

Why Are Training Datasets Pivotal for AI in Healthcare?

AI training datasets are the foundation of artificial intelligence applications in healthcare, enabling algorithms to learn and make accurate predictions. These datasets comprise labeled and unlabeled medical data, such as patient records, diagnostic images, and genomic sequences, that train AI models to identify patterns and provide actionable insights. The adoption of AI in applications like disease diagnosis, personalized medicine, and clinical decision support has surged, driving demand for high-quality, comprehensive datasets. The healthcare sector’s reliance on data-driven solutions has placed these training datasets at the heart of AI innovation.

How Is Data Diversity Enhancing AI Model Accuracy?

The diversity of training datasets is critical to the accuracy and reliability of AI models in healthcare. Including data from different demographics, geographies, and medical conditions ensures that AI algorithms can perform effectively across diverse patient populations. Efforts to reduce bias and improve inclusivity in training datasets are addressing challenges such as underrepresentation and disparities in healthcare outcomes. This trend has spurred collaborations between healthcare institutions, governments, and tech companies to create globally representative datasets, ensuring equitable benefits of AI-driven healthcare innovations.

What Role Do Data Privacy and Compliance Play in Market Dynamics?

With the sensitive nature of healthcare data, privacy and compliance are paramount in the AI training dataset market. Regulations such as GDPR, HIPAA, and other regional data protection laws require stringent safeguards to ensure patient confidentiality. Secure anonymization techniques and blockchain-based data sharing solutions are being adopted to comply with these regulations while maintaining data utility for AI training. Healthcare providers and dataset curators are focusing on transparent practices and ethical AI development, which has enhanced trust among stakeholders and driven market growth.

What Drives the Growth of the AI Training Dataset in Healthcare Market?

The growth in the AI training dataset in healthcare market is driven by the increasing adoption of AI technologies for diagnostics, drug discovery, and personalized medicine. The proliferation of healthcare data, enabled by electronic health records (EHRs), wearable devices, and genomic sequencing, provides a rich source for training datasets. The demand for real-world data to validate AI models is also contributing to market expansion. Investments in AI research by governments and private entities, coupled with partnerships for dataset sharing, have further accelerated growth. Additionally, advancements in data labeling techniques, including automated annotation using AI, are enhancing dataset quality, ensuring the market’s sustained evolution.

SCOPE OF STUDY:

The report analyzes the Artificial Intelligence Training Dataset in Healthcare market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Model (Text Model, Image/Video Model, Other Models); Dataset Type (Medical Imaging Datasets, Electronic Health Record Datasets, Telemedicine Datasets, Wearable Devices Datasets, Other Dataset Types)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 43 Featured) -

  • Alegion
  • Amazon Web Services, Inc.
  • Appen Ltd.
  • Cogito Tech LLC
  • Deep Vision Data
  • Google LLC
  • Kaggle
  • Lionbridge Technologies, LLC.
  • Microsoft Corporation
  • Scale AI

AI INTEGRATIONS

We're transforming market and competitive intelligence with validated expert content and AI tools.

Instead of following the general norm of querying LLMs and Industry-specific SLMs, we built repositories of content curated from domain experts worldwide including video transcripts, blogs, search engines research, and massive amounts of enterprise, product/service, and market data.

TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by increasing the Cost of Goods Sold (COGS), reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • Tariff Impact on Global Supply Chain Patterns
    • Artificial Intelligence Training Dataset in Healthcare - Global Key Competitors Percentage Market Share in 2025 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Rising demand for high-quality AI training data to improve diagnostic accuracy
    • Growing adoption of AI-driven personalized medicine solutions
    • Expansion of AI applications in drug discovery and development
    • Increasing need for diverse and unbiased datasets to mitigate algorithmic bias
    • Advancements in synthetic data generation to address data privacy concerns
    • Surging investments in healthcare AI startups and data annotation services
    • Integration of federated learning to enhance security and data protection
    • Expanding use of AI-powered image recognition in radiology and pathology
    • Development of multi-modal AI training datasets for comprehensive healthcare analytics
    • Increasing reliance on real-world evidence (RWE) datasets for AI model refinement
    • Collaboration between AI firms and healthcare institutions to improve data quality
    • Growing role of AI in predictive analytics for early disease detection
    • Rapid adoption of cloud-based AI training platforms in the healthcare sector
    • Enhancing electronic health records (EHR) processing through AI-powered datasets
    • Expansion of labeled datasets for AI applications in robotic-assisted surgeries
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Artificial Intelligence Training Dataset in Healthcare Market Analysis of Annual Sales in US$ Thousand for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Artificial Intelligence Training Dataset in Healthcare by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 3: World 6-Year Perspective for Artificial Intelligence Training Dataset in Healthcare by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2025 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for Text Model by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 5: World 6-Year Perspective for Text Model by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 6: World Recent Past, Current & Future Analysis for Image / Video Model by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 7: World 6-Year Perspective for Image / Video Model by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Other Models by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 9: World 6-Year Perspective for Other Models by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for Medical Imaging Datasets by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 11: World 6-Year Perspective for Medical Imaging Datasets by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 12: World Recent Past, Current & Future Analysis for Electronic Health Record Datasets by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 13: World 6-Year Perspective for Electronic Health Record Datasets by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Telemedicine Datasets by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 15: World 6-Year Perspective for Telemedicine Datasets by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 16: World Recent Past, Current & Future Analysis for Wearable Devices Datasets by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 17: World 6-Year Perspective for Wearable Devices Datasets by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 18: World Recent Past, Current & Future Analysis for Other Dataset Types by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 19: World 6-Year Perspective for Other Dataset Types by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Artificial Intelligence Training Dataset in Healthcare Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 20: USA Recent Past, Current & Future Analysis for Artificial Intelligence Training Dataset in Healthcare by Model - Text Model, Image / Video Model and Other Models - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 21: USA 6-Year Perspective for Artificial Intelligence Training Dataset in Healthcare by Model - Percentage Breakdown of Value Sales for Text Model, Image / Video Model and Other Models for the Years 2025 & 2030
    • TABLE 22: USA Recent Past, Current & Future Analysis for Artificial Intelligence Training Dataset in Healthcare by Dataset Type - Medical Imaging Datasets, Electronic Health Record Datasets, Telemedicine Datasets, Wearable Devices Datasets and Other Dataset Types - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 23: USA 6-Year Perspective for Artificial Intelligence Training Dataset in Healthcare by Dataset Type - Percentage Breakdown of Value Sales for Medical Imaging Datasets, Electronic Health Record Datasets, Telemedicine Datasets, Wearable Devices Datasets and Other Dataset Types for the Years 2025 & 2030
  • CANADA
    • TABLE 24: Canada Recent Past, Current & Future Analysis for Artificial Intelligence Training Dataset in Healthcare by Model - Text Model, Image / Video Model and Other Models - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 25: Canada 6-Year Perspective for Artificial Intelligence Training Dataset in Healthcare by Model - Percentage Breakdown of Value Sales for Text Model, Image / Video Model and Other Models for the Years 2025 & 2030
    • TABLE 26: Canada Recent Past, Current & Future Analysis for Artificial Intelligence Training Dataset in Healthcare by Dataset Type - Medical Imaging Datasets, Electronic Health Record Datasets, Telemedicine Datasets, Wearable Devices Datasets and Other Dataset Types - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 27: Canada 6-Year Perspective for Artificial Intelligence Training Dataset in Healthcare by Dataset Type - Percentage Breakdown of Value Sales for Medical Imaging Datasets, Electronic Health Record Datasets, Telemedicine Datasets, Wearable Devices Datasets and Other Dataset Types for the Years 2025 & 2030
  • JAPAN
    • Artificial Intelligence Training Dataset in Healthcare Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 28: Japan Recent Past, Current & Future Analysis for Artificial Intelligence Training Dataset in Healthcare by Model - Text Model, Image / Video Model and Other Models - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 29: Japan 6-Year Perspective for Artificial Intelligence Training Dataset in Healthcare by Model - Percentage Breakdown of Value Sales for Text Model, Image / Video Model and Other Models for the Years 2025 & 2030
    • TABLE 30: Japan Recent Past, Current & Future Analysis for Artificial Intelligence Training Dataset in Healthcare by Dataset Type - Medical Imaging Datasets, Electronic Health Record Datasets, Telemedicine Datasets, Wearable Devices Datasets and Other Dataset Types - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 31: Japan 6-Year Perspective for Artificial Intelligence Training Dataset in Healthcare by Dataset Type - Percentage Breakdown of Value Sales for Medical Imaging Datasets, Electronic Health Record Datasets, Telemedicine Datasets, Wearable Devices Datasets and Other Dataset Types for the Years 2025 & 2030
  • CHINA
    • Artificial Intelligence Training Dataset in Healthcare Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 32: China Recent Past, Current & Future Analysis for Artificial Intelligence Training Dataset in Healthcare by Model - Text Model, Image / Video Model and Other Models - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 33: China 6-Year Perspective for Artificial Intelligence Training Dataset in Healthcare by Model - Percentage Breakdown of Value Sales for Text Model, Image / Video Model and Other Models for the Years 2025 & 2030
    • TABLE 34: China Recent Past, Current & Future Analysis for Artificial Intelligence Training Dataset in Healthcare by Dataset Type - Medical Imaging Datasets, Electronic Health Record Datasets, Telemedicine Datasets, Wearable Devices Datasets and Other Dataset Types - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 35: China 6-Year Perspective for Artificial Intelligence Training Dataset in Healthcare by Dataset Type - Percentage Breakdown of Value Sales for Medical Imaging Datasets, Electronic Health Record Datasets, Telemedicine Datasets, Wearable Devices Datasets and Other Dataset Types for the Years 2025 & 2030
  • EUROPE
    • Artificial Intelligence Training Dataset in Healthcare Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 36: Europe Recent Past, Current & Future Analysis for Artificial Intelligence Training Dataset in Healthcare by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 37: Europe 6-Year Perspective for Artificial Intelligence Training Dataset in Healthcare by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
    • TABLE 38: Europe Recent Past, Current & Future Analysis for Artificial Intelligence Training Dataset in Healthcare by Model - Text Model, Image / Video Model and Other Models - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 39: Europe 6-Year Perspective for Artificial Intelligence Training Dataset in Healthcare by Model - Percentage Breakdown of Value Sales for Text Model, Image / Video Model and Other Models for the Years 2025 & 2030
    • TABLE 40: Europe Recent Past, Current & Future Analysis for Artificial Intelligence Training Dataset in Healthcare by Dataset Type - Medical Imaging Datasets, Electronic Health Record Datasets, Telemedicine Datasets, Wearable Devices Datasets and Other Dataset Types - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 41: Europe 6-Year Perspective for Artificial Intelligence Training Dataset in Healthcare by Dataset Type - Percentage Breakdown of Value Sales for Medical Imaging Datasets, Electronic Health Record Datasets, Telemedicine Datasets, Wearable Devices Datasets and Other Dataset Types for the Years 2025 & 2030
  • FRANCE
    • Artificial Intelligence Training Dataset in Healthcare Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 42: France Recent Past, Current & Future Analysis for Artificial Intelligence Training Dataset in Healthcare by Model - Text Model, Image / Video Model and Other Models - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 43: France 6-Year Perspective for Artificial Intelligence Training Dataset in Healthcare by Model - Percentage Breakdown of Value Sales for Text Model, Image / Video Model and Other Models for the Years 2025 & 2030
    • TABLE 44: France Recent Past, Current & Future Analysis for Artificial Intelligence Training Dataset in Healthcare by Dataset Type - Medical Imaging Datasets, Electronic Health Record Datasets, Telemedicine Datasets, Wearable Devices Datasets and Other Dataset Types - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 45: France 6-Year Perspective for Artificial Intelligence Training Dataset in Healthcare by Dataset Type - Percentage Breakdown of Value Sales for Medical Imaging Datasets, Electronic Health Record Datasets, Telemedicine Datasets, Wearable Devices Datasets and Other Dataset Types for the Years 2025 & 2030
  • GERMANY
    • Artificial Intelligence Training Dataset in Healthcare Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 46: Germany Recent Past, Current & Future Analysis for Artificial Intelligence Training Dataset in Healthcare by Model - Text Model, Image / Video Model and Other Models - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 47: Germany 6-Year Perspective for Artificial Intelligence Training Dataset in Healthcare by Model - Percentage Breakdown of Value Sales for Text Model, Image / Video Model and Other Models for the Years 2025 & 2030
    • TABLE 48: Germany Recent Past, Current & Future Analysis for Artificial Intelligence Training Dataset in Healthcare by Dataset Type - Medical Imaging Datasets, Electronic Health Record Datasets, Telemedicine Datasets, Wearable Devices Datasets and Other Dataset Types - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 49: Germany 6-Year Perspective for Artificial Intelligence Training Dataset in Healthcare by Dataset Type - Percentage Breakdown of Value Sales for Medical Imaging Datasets, Electronic Health Record Datasets, Telemedicine Datasets, Wearable Devices Datasets and Other Dataset Types for the Years 2025 & 2030
  • ITALY
    • TABLE 50: Italy Recent Past, Current & Future Analysis for Artificial Intelligence Training Dataset in Healthcare by Model - Text Model, Image / Video Model and Other Models - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 51: Italy 6-Year Perspective for Artificial Intelligence Training Dataset in Healthcare by Model - Percentage Breakdown of Value Sales for Text Model, Image / Video Model and Other Models for the Years 2025 & 2030
    • TABLE 52: Italy Recent Past, Current & Future Analysis for Artificial Intelligence Training Dataset in Healthcare by Dataset Type - Medical Imaging Datasets, Electronic Health Record Datasets, Telemedicine Datasets, Wearable Devices Datasets and Other Dataset Types - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 53: Italy 6-Year Perspective for Artificial Intelligence Training Dataset in Healthcare by Dataset Type - Percentage Breakdown of Value Sales for Medical Imaging Datasets, Electronic Health Record Datasets, Telemedicine Datasets, Wearable Devices Datasets and Other Dataset Types for the Years 2025 & 2030
  • UNITED KINGDOM
    • Artificial Intelligence Training Dataset in Healthcare Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 54: UK Recent Past, Current & Future Analysis for Artificial Intelligence Training Dataset in Healthcare by Model - Text Model, Image / Video Model and Other Models - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 55: UK 6-Year Perspective for Artificial Intelligence Training Dataset in Healthcare by Model - Percentage Breakdown of Value Sales for Text Model, Image / Video Model and Other Models for the Years 2025 & 2030
    • TABLE 56: UK Recent Past, Current & Future Analysis for Artificial Intelligence Training Dataset in Healthcare by Dataset Type - Medical Imaging Datasets, Electronic Health Record Datasets, Telemedicine Datasets, Wearable Devices Datasets and Other Dataset Types - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 57: UK 6-Year Perspective for Artificial Intelligence Training Dataset in Healthcare by Dataset Type - Percentage Breakdown of Value Sales for Medical Imaging Datasets, Electronic Health Record Datasets, Telemedicine Datasets, Wearable Devices Datasets and Other Dataset Types for the Years 2025 & 2030
  • REST OF EUROPE
    • TABLE 58: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence Training Dataset in Healthcare by Model - Text Model, Image / Video Model and Other Models - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 59: Rest of Europe 6-Year Perspective for Artificial Intelligence Training Dataset in Healthcare by Model - Percentage Breakdown of Value Sales for Text Model, Image / Video Model and Other Models for the Years 2025 & 2030
    • TABLE 60: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence Training Dataset in Healthcare by Dataset Type - Medical Imaging Datasets, Electronic Health Record Datasets, Telemedicine Datasets, Wearable Devices Datasets and Other Dataset Types - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 61: Rest of Europe 6-Year Perspective for Artificial Intelligence Training Dataset in Healthcare by Dataset Type - Percentage Breakdown of Value Sales for Medical Imaging Datasets, Electronic Health Record Datasets, Telemedicine Datasets, Wearable Devices Datasets and Other Dataset Types for the Years 2025 & 2030
  • ASIA-PACIFIC
    • Artificial Intelligence Training Dataset in Healthcare Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 62: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence Training Dataset in Healthcare by Model - Text Model, Image / Video Model and Other Models - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 63: Asia-Pacific 6-Year Perspective for Artificial Intelligence Training Dataset in Healthcare by Model - Percentage Breakdown of Value Sales for Text Model, Image / Video Model and Other Models for the Years 2025 & 2030
    • TABLE 64: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence Training Dataset in Healthcare by Dataset Type - Medical Imaging Datasets, Electronic Health Record Datasets, Telemedicine Datasets, Wearable Devices Datasets and Other Dataset Types - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 65: Asia-Pacific 6-Year Perspective for Artificial Intelligence Training Dataset in Healthcare by Dataset Type - Percentage Breakdown of Value Sales for Medical Imaging Datasets, Electronic Health Record Datasets, Telemedicine Datasets, Wearable Devices Datasets and Other Dataset Types for the Years 2025 & 2030
  • REST OF WORLD
    • TABLE 66: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence Training Dataset in Healthcare by Model - Text Model, Image / Video Model and Other Models - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 67: Rest of World 6-Year Perspective for Artificial Intelligence Training Dataset in Healthcare by Model - Percentage Breakdown of Value Sales for Text Model, Image / Video Model and Other Models for the Years 2025 & 2030
    • TABLE 68: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence Training Dataset in Healthcare by Dataset Type - Medical Imaging Datasets, Electronic Health Record Datasets, Telemedicine Datasets, Wearable Devices Datasets and Other Dataset Types - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 69: Rest of World 6-Year Perspective for Artificial Intelligence Training Dataset in Healthcare by Dataset Type - Percentage Breakdown of Value Sales for Medical Imaging Datasets, Electronic Health Record Datasets, Telemedicine Datasets, Wearable Devices Datasets and Other Dataset Types for the Years 2025 & 2030

IV. COMPETITION