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市場調查報告書
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1791484

全球醫療保健領域人工智慧訓練資料集市場

Artificial Intelligence Training Dataset in Healthcare
出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 147 Pages | 商品交期: 最快1-2個工作天內

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簡介目錄

到 2030 年，全球醫療保健領域人工智慧訓練資料集市場規模將達到 15 億美元

2024年，全球醫療保健領域人工智慧訓練資料集市場規模估計為4.567億美元，預計2024年至2030年期間的複合年成長率為22.2%，到2030年將達到15億美元。文本模型是本報告分析的細分市場之一，預計其複合年成長率為25.8%，到分析期結束時規模將達到8.185億美元。影像/視訊模型細分市場在分析期間內的複合年成長率估計為21.0%。

美國市場規模估計為 1.201 億美元，中國市場預計複合年成長率為 20.8%

預計到2024年，美國醫療保健領域人工智慧訓練資料集的市場規模將達到1.201億美元。作為世界第二大經濟體，中國市場規模預計將在2030年達到2.304億美元，2024年至2030年的複合年成長率為20.8%。其他值得關注的區域市場包括日本和加拿大，預計在分析期間的複合年成長率分別為20.8%和18.7%。在歐洲，預計德國的複合年成長率約為14.9%。

全球醫療保健市場人工智慧訓練資料集—主要趨勢和促進因素摘要

為什麼訓練資料集對於醫療保健領域的人工智慧如此重要？

AI 訓練資料集是醫療保健領域人工智慧應用的基礎，使演算法能夠學習並做出準確的預測。這些資料集包含標記和未標記的醫療數據，例如患者記錄、診斷圖像和基因組序列，用於訓練 AI 模型識別模式並提供可操作的見解。 AI 在疾病診斷、個人化醫療和臨床決策支援等應用中的快速應用，推動了對高品質、全面資料集的需求。依賴資料驅動解決方案的醫療保健產業已將這些訓練資料集置於 AI 創新的核心。

數據多樣性如何提高AI模型的準確性？

訓練資料集的多樣性對於醫療保健領域 AI 模型的準確性和可靠性至關重要。納入不同人口統計、地區和醫療狀況的數據，可確保 AI 演算法在不同患者群體中有效運作。減少偏見並提高訓練資料集的整體性，有助於應對代表性不足和醫療保健結果差異等挑戰。這一趨勢正在推動醫療保健組織、政府和科技公司之間的合作，以創建具有全球代表性的資料集，確保 AI主導的醫療保健創新能夠公平受益。

資料隱私和合規性在市場動態中扮演什麼角色？

由於醫療資料的敏感性，隱私和合規性在AI訓練資料集市場中至關重要。 GDPR、HIPAA和其他地區資料保護法等法規都要求採取嚴格的保護措施，以確保病患的隱私。安全匿名技術和基於區塊鏈的資料共用解決方案正在被採用，以便在遵守這些法規的同時，確保資料對AI訓練的效用。醫療服務提供者和資料策展人致力於透明的實踐和符合道德規範的AI開發，這正在增強相關人員之間的信任，並推動市場發展。

是什麼推動了醫療保健市場人工智慧訓練資料集的成長？

醫療保健市場中 AI 訓練資料集的成長得益於 AI 技術在診斷、藥物研發和個人化醫療領域的日益普及。電子健康記錄(EHR)、穿戴式裝置和基因組定序帶來的醫療保健資料的快速成長，提供了豐富的訓練資料集來源。用於檢驗AI 模型的真實世界數據需求也促進了市場擴張。政府和私人組織對 AI 研究的投入，加上資料共用的夥伴關係關係，進一步推動了市場成長。此外，資料標記技術的進步（包括使用 AI 的自動註釋）正在提高資料集的質量，確保市場持續發展。

部分

模型（文字模型、圖像/影片模型、其他模型）；資料集類型（醫學影像資料集、電子健康記錄資料集、遠端醫療資料集、穿戴式裝置資料集、其他資料集類型）

受訪公司範例

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

人工智慧整合

我們正在利用檢驗的專家內容和人工智慧工具來改變市場和競爭情報。

Global Industry Analysts 沒有遵循查詢 LLM 或特定產業SLM 的典型規範，而是建立了一個來自世界各地領域專家的精選內容庫，其中包括影片錄像、BLOG、搜尋引擎研究以及大量的公司、產品/服務和市場數據。

關稅影響係數

全球產業分析師根據公司總部所在國家、製造地和進出口（成品和原始設備製造商）情況預測其競爭地位的變化。這種複雜而多面的市場動態預計將以多種方式影響競爭對手，包括銷貨成本(COGS) 上升、盈利下降、供應鏈重組以及其他微觀和宏觀市場動態。

目錄

第1章調查方法

第2章執行摘要

  • 市場概覽
  • 主要企業
  • 市場趨勢和促進因素
  • 全球市場展望

第3章市場分析

  • 美國
  • 加拿大
  • 日本
  • 中國
  • 歐洲
  • 法國
  • 德國
  • 義大利
  • 英國
  • 其他歐洲國家
  • 亞太地區
  • 其他地區

第4章 比賽

簡介目錄
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