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市场调查报告书
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1791484

全球医疗保健领域人工智慧训练资料集市场

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个工作天内

价格

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简介目录

到 2030 年，全球医疗保健领域人工智慧训练资料集市场规模将达到 15 亿美元

2024年，全球医疗保健领域人工智慧训练资料集市场规模估计为4.567亿美元，预计2024年至2030年期间的复合年增长率为22.2%，到2030年将达到15亿美元。文本模型是本报告分析的细分市场之一，预计其复合年增长率为25.8%，到分析期结束时规模将达到8.185亿美元。影像/视讯模型细分市场在分析期间内的复合年增长率估计为21.0%。

美国市场规模估计为 1.201 亿美元，中国市场预计复合年增长率为 20.8%

预计到2024年，美国医疗保健领域人工智慧训练资料集的市场规模将达到1.201亿美元。作为世界第二大经济体，中国市场规模预计将在2030年达到2.304亿美元，2024年至2030年的复合年增长率为20.8%。其他值得关注的区域市场包括日本和加拿大，预计在分析期间的复合年增长率分别为20.8%和18.7%。在欧洲，预计德国的复合年增长率约为14.9%。

全球医疗保健市场人工智慧训练资料集—主要趋势和驱动因素摘要

为什么训练资料集对于医疗保健领域的人工智慧如此重要？

AI 训练资料集是医疗保健领域人工智慧应用的基础，使演算法能够学习并做出准确的预测。这些数据集包含标记和未标记的医疗数据，例如患者记录、诊断图像和基因组序列，用于训练 AI 模型识别模式并提供可操作的见解。 AI 在疾病诊断、个人化医疗和临床决策支援等应用中的快速应用，推动了对高品质、全面资料集的需求。依赖资料驱动解决方案的医疗保健产业已将这些训练资料集置于 AI 创新的核心。

数据多样性如何提高AI模型的准确性？

训练资料集的多样性对于医疗保健领域 AI 模型的准确性和可靠性至关重要。纳入不同人口统计、地区和医疗状况的数据，可确保 AI 演算法在不同患者群体中有效运作。减少偏见并提高训练资料集的整体性，有助于应对代表性不足和医疗保健结果差异等挑战。这一趋势正在推动医疗保健组织、政府和科技公司之间的合作，以创建具有全球代表性的数据集，确保 AI主导的医疗保健创新能够公平受益。

资料隐私和合规性在市场动态中扮演什么角色？

由于医疗资料的敏感性，隐私和合规性在AI训练资料集市场中至关重要。 GDPR、HIPAA和其他地区资料保护法等法规都要求采取严格的保护措施，以确保病患的隐私。安全匿名技术和基于区块链的资料共用解决方案正在被采用，以便在遵守这些法规的同时，确保资料对AI训练的效用。医疗服务提供者和资料策展人致力于透明的实践和符合道德规范的AI开发，这正在增强相关人员之间的信任，并推动市场发展。

是什么推动了医疗保健市场人工智慧训练资料集的成长？

医疗保健市场中 AI 训练资料集的成长得益于 AI 技术在诊断、药物研发和个人化医疗领域的日益普及。电子健康记录(EHR)、穿戴式装置和基因组定序带来的医疗保健资料的快速成长，提供了丰富的训练资料集来源。用于检验AI 模型的真实世界数据需求也促进了市场扩张。政府和私人组织对 AI 研究的投入，加上资料共用的伙伴关係关係，进一步推动了市场成长。此外，资料标记技术的进步（包括使用 AI 的自动註释）正在提高资料集的质量，确保市场持续发展。

部分

模型（文字模型、图像/影片模型、其他模型）；资料集类型（医学影像资料集、电子健康记录资料集、远端医疗资料集、穿戴式装置资料集、其他资料集类型）

受访公司范例

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

人工智慧集成

我们正在利用检验的专家内容和人工智慧工具来改变市场和竞争情报。

Global Industry Analysts 没有遵循查询 LLM 或特定产业SLM 的典型规范，而是建立了一个来自世界各地领域专家的精选内容库，其中包括视频录像、博客、搜寻引擎研究以及大量的公司、产品/服务和市场数据。

关税影响係数

全球产业分析师根据公司总部所在国家、製造地和进出口（成品和原始设备製造商）情况预测其竞争地位的变化。这种复杂而多面的市场动态预计将以多种方式影响竞争对手，包括销货成本(COGS) 上升、盈利下降、供应链重组以及其他微观和宏观市场动态。

目录

第一章调查方法

第二章执行摘要

  • 市场概览
  • 主要企业
  • 市场趋势和驱动因素
  • 全球市场展望

第三章市场分析

  • 美国
  • 加拿大
  • 日本
  • 中国
  • 欧洲
  • 法国
  • 德国
  • 义大利
  • 英国
  • 其他欧洲国家
  • 亚太地区
  • 其他地区

第四章 比赛

简介目录
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