세계의 헬스케어 데이터 수집 및 라벨링 시장 : 기회, 성장 동인, 산업 동향 분석 및 예측(2024-2032년)

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.

Table of Contents

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

Chapter 8 Company Profiles

• 8.1 Alegion
• 8.2 Anolytics
• 8.3 Capestart
• 8.4 Centaur labs
• 8.5 Cogito Tech LLC
• 8.6 Datalabeller
• 8.7 iMerit
• 8.8 Infloks
• 8.9 Keymark
• 8.10 Labelbox, Inc.
• 8.11 Shaip
• 8.12 Snorkel AI