医疗保健数据收集和标籤市场、机会、成长动力、行业趋势分析和预测，2024-2032

Healthcare Data Collection and Labeling Market, Opportunity, Growth Drivers, Industry Trend Analysis and Forecast, 2024-2032

出版日期: 2024年08月01日 | 出版商:

Global Market Insights Inc. | 英文 100 Pages | 商品交期: 2-3个工作天内

价格

简介目录

全球医疗保健数据收集和标籤市场到 2023 年价值为 9.267 亿美元，预计 2024 年至 2032 年复合年增长率将实现 25.6% 的强劲增长。人工智慧 (AI) 和机器学习 (ML) 正在改变医疗保健资料收集和标籤的格局。透过自动化註释过程，这些技术最大限度地减少了人工干预，从而提高了资料标记的速度和准确性。

整个医疗保健资料收集和标籤行业根据资料类型、最终用途和区域进行分类。

市场将资料类型分为图像、音讯、视讯、文字等。影像领域占据主导地位，2023资料收入为 2.888 亿美元。这些影像在诊断医疗状况、规划治疗和监测患者病情方面也发挥关键作用。这些影像的准确标记至关重要，有助于异常识别、了解疾病进展和手术计划。

医疗保健资料收集和标籤市场的最终用户涵盖医院和诊所、诊断实验室、研究组织、製药公司等。医院和诊所占据市场主导地位，预计到 2032 年将产生约 23 亿美元的收入。准确的资料管理和标籤对于最佳的患者护理至关重要。鑑于医疗服务多样化，从紧急情况到专业治疗，全面的资料记录和可近性变得更加重要。

2023年，北美医疗资料收集和标籤市场收入为3.503亿美元。该地区有望在未来几年实现显着成长。严格的法规，特别是来自美国 FDA 和加拿大卫生部的法规，强调了细緻的资料收集和标籤对病人安全的重要性。这种监管环境刺激了对先进资料管理解决方案的需求。此外，北美在采用人工智慧和机器学习等技术进行资料註释方面处于领先地位，进一步扩大了其市场成长轨迹。

产业生态系统分析
产业影响力
- 成长动力
  - 医疗保健领域越来越多地采用人工智慧和机器学习
  - 资料标记工具和技术的进步
  - 政府对医疗保健 IT 的措施和资助
- 产业陷阱与挑战
  - 资料隐私和安全问题
成长潜力分析
监管环境
技术景观
波特的分析
PESTEL分析
未来市场趋势
差距分析

第 4 章：竞争格局

介绍
公司矩阵分析
公司股份分析
主要市场参与者的竞争分析
竞争定位矩阵
战略仪表板

第 5 章：市场估计与预测：按资料类型，2021 - 2032

主要趋势
影像
声音的
影片
文字
其他资料类型

第 6 章：市场估计与预测：依最终用途，2021 - 2032 年

主要趋势
医院和诊所
诊断实验室
研究机构
製药公司
其他最终用户

第 7 章：市场估计与预测：按地区，2021 - 2032

主要趋势
北美洲
- 我们
- 加拿大
欧洲
- 德国
- 英国
- 法国
- 义大利
- 西班牙
- 荷兰
- 欧洲其他地区
亚太地区
- 中国
- 日本
- 印度
- 澳洲
- 韩国
- 亚太地区其他地区
拉丁美洲
- 巴西
- 墨西哥
- 阿根廷
- 拉丁美洲其他地区
中东和非洲
- 沙乌地阿拉伯
- 南非
- 阿联酋
- 中东和非洲其他地区

第 8 章：公司简介

Alegion
Anolytics
Capestart
Centaur labs
Cogito Tech LLC
Datalabeller
iMerit
Infloks
Keymark
Labelbox, Inc.
Shaip
Snorkel AI

简介目录

Product Code: 10570

The Global Healthcare Data Collection and Labeling Market, valued at USD 926.7 million in 2023, is projected to witness a robust growth rate of 25.6% CAGR from 2024 to 2032. Global growth and innovation in the market are being propelled by recent technological advancements. Artificial intelligence (AI) and machine learning (ML) are transforming the landscape of healthcare data collection and labeling. By automating the annotation process, these technologies minimize manual intervention, thereby enhancing the speed and accuracy of data labeling.

The overall healthcare data collection and labeling industry is categorized based on data type, end-use, and region.

The market categorizes data types into image, audio, video, text, and others. Dominating the landscape, the image segment generated a revenue of USD 288.8 million in 2023. Technologies like MRI, CT scans, X-rays, and ultrasound produce vast image data. These images also play a pivotal role in diagnosing medical conditions, planning treatments, and monitoring patient progress. Accurate labeling of these images is paramount, aiding in anomaly identification, understanding disease progression, and surgical planning.

End-users of the healthcare data collection and labeling market span hospitals and clinics, diagnostic laboratories, research organizations, pharmaceutical companies, and more. Dominating the market, hospitals and clinics are projected to generate around USD 2.3 billion in revenue by 2032. Daily, these institutions amass extensive patient data, from medical histories to treatment plans. Accurate data management and labeling are vital for optimal patient care. Given their diverse medical services, from emergencies to specialized treatments, thorough data documentation and accessibility become even more critical.

In 2023, North America accounted for a revenue of USD 350.3 million in the healthcare data collection and labeling market. The region is poised for significant growth in the coming years. Stringent regulations, especially from the U.S. FDA and Health Canada, emphasize the importance of meticulous data collection and labeling for patient safety. This regulatory landscape fuels the demand for advanced data management solutions. Moreover, North America's leadership in adopting technologies like AI and ML for data annotation further amplifies its market growth trajectory.

Chapter 1 Methodology and Scope

1.1 Market scope and definition
1.2 Research design
- 1.2.1 Research approach
- 1.2.2 Data collection methods
1.3 Base estimates and calculations
- 1.3.1 Base year calculation
- 1.3.2 Key trends for market estimation
1.4 Forecast model
1.5 Primary research and validation
- 1.5.1 Primary sources
- 1.5.2 Data mining sources

Chapter 2 Executive Summary

2.1 Industry 360° synopsis

Chapter 3 Industry Insights

3.1 Industry ecosystem analysis
3.2 Industry impact forces
- 3.2.1 Growth drivers
  - 3.2.1.1 Increasing adoption of AI and machine learning in healthcare
  - 3.2.1.2 Advancements in data labeling tools and technologies
  - 3.2.1.3 Government initiatives and funding for healthcare IT
- 3.2.2 Industry pitfalls and challenges
  - 3.2.2.1 Data privacy and security concerns
3.3 Growth potential analysis
3.4 Regulatory landscape
3.5 Technological landscape
3.6 Porter's analysis
3.7 PESTEL analysis
3.8 Future market trends
3.9 Gap analysis

Chapter 4 Competitive Landscape, 2023

4.1 Introduction
4.2 Company matrix analysis
4.3 Company share analysis
4.4 Competitive analysis of major market players
4.5 Competitive positioning matrix
4.6 Strategy dashboard

Chapter 5 Market Estimates and Forecast, By Data Type, 2021 - 2032 ($ Mn)

5.1 Key trends
5.2 Image
5.3 Audio
5.4 Video
5.5 Text
5.6 Other data types

Chapter 6 Market Estimates and Forecast, By End-use, 2021 - 2032 ($ Mn)

6.1 Key trends
6.2 Hospitals and clinics
6.3 Diagnostic laboratories
6.4 Research organizations
6.5 Pharmaceutical companies
6.6 Other end-users

Chapter 7 Market Estimates and Forecast, By Region, 2021 - 2032 ($ Mn)

7.1 Key trends
7.2 North America
- 7.2.1 U.S.
- 7.2.2 Canada
7.3 Europe
- 7.3.1 Germany
- 7.3.2 UK
- 7.3.3 France
- 7.3.4 Italy
- 7.3.5 Spain
- 7.3.6 Netherlands
- 7.3.7 Rest of Europe
7.4 Asia Pacific
- 7.4.1 China
- 7.4.2 Japan
- 7.4.3 India
- 7.4.4 Australia
- 7.4.5 South Korea
- 7.4.6 Rest of Asia Pacific
7.5 Latin America
- 7.5.1 Brazil
- 7.5.2 Mexico
- 7.5.3 Argentina
- 7.5.4 Rest of Latin America
7.6 Middle East and Africa
- 7.6.1 Saudi Arabia
- 7.6.2 South Africa
- 7.6.3 UAE
- 7.6.4 Rest of Middle East and Africa