Healthcare Data Annotation Tools Market Size, Share & Trends Analysis Report By Type (Text, Image/Video, Audio), By Technology, By Application, By Region, And Segment Forecasts, 2023 - 2030

Healthcare Data Annotation Tools Market Size, Share & Trends Analysis Report By Type (Text, Image/Video, Audio), By Technology, By Application, By Region, And Segment Forecasts, 2023 - 2030


Healthcare Data Annotation Tools Market Growth & Trends


The global healthcare data annotation tools market size is expected to reach USD 916.8 million by 2030 and is expected to expand at 27.5% CAGR from 2023 to 2030, according to a new report by Grand View Research, Inc. AI/ML in medical field is majorly used in diagnostics and management of treatment. Accurate diagnosis is a fundamental aspect of healthcare systems globally. However, according to an article published on Southern Medical Association in October 2021, in the U.S. approximately 5% of patients receive inaccurate diagnosis with errors occurring majorly in serious medical conditions that has potential risk of serious harm for the patient.

By using AI/ML, healthcare professionals can make better decisions based on more precise diagnoses by saving time, reducing costs and improving medical records management overall. Thus, Al/ML in healthcare helps in identifying new cancer treatments to improve patient care with quicker, accurate and quality treatment. Moreover, increasing FDA approvals of AI/ML enabled medical devices is anticipated to boost the demand during the forecast period. For instance, in 2022, the FDA authorized 91 artificial intelligence or machine learning enabled medical devices. In addition, in 2021, 115 submissions were authorized by the FDA, an 83% increase from 2018.

The number of initiatives being undertaken for the implementation of eHealth is rising globally. The adoption of eHealth is rising in developing countries. Countries such as India, China, Brazil, and Mexico are some of the developing economies that have undertaken initiatives for eHealth. Several apps such as Practo, AssistRx, and Wareed have been launched in different parts of the world over the last decade to help patients’ book appointments, track their consultations & medical prescriptions, and store their healthcare information over the course of the treatment. For instance, in February 2022, Teladoc Health, Inc. launched Chronic Care Complete, a first-of-its-kind complete chronic condition management solution aimed at improving healthcare outcomes. Thus, initiatives pertaining to the adoption of digital health are expected to positively influence the market in the forecast period.

Technological advancements in annotation tools by key players in the market is one of the key factors boosting the market growth. For instance, in 2021, Deepen AI introduced the world’s most intuitive AI-powdered video and image annotation tool to decrease annotation time by more than half while retaining a high level of accuracy. Similarly, in March 2023, SciBite introduced a structured data annotation tool Workbench to help organization implement a FAIR approach for data management, making data, accessible, findable, reusable, and interoperable. Hence, introduction of such novel tools by major players are driving the market.

Furthermore, healthcare organizations in the age of data are under enormous pressure to improve the quality of care and patient experiences, while continuously reducing healthcare delivery costs is boosting the funding and investments to accelerate the development of data annotation software and solutions. For instance, in November 2022, RedBrick AI, a healthcare startup company secured funding of USD 4.6 million from Sequoia India and others. The funding aims to accelerate the development and increase the adoption of artificial intelligence in healthcare by solving medical data annotation issues. Hence, rising healthcare expenditure and funding for data annotation tools are propelling the market growth.

Healthcare Data Annotation Tools Market Report Highlights

  • Image/video segment held the largest share of 2022 owing to the applications of the image/ video annotation in medical imaging, cancer detection, dental imaging, bone fracture, endoscopy, and robotic surgery.
  • By technology, the semi-supervised segment accounted for the largest share in 2022. This can be attributed to the benefits of semi-supervised technology including reduced annotation expenses and decreased preparation time.
  • By application, diagnostic support segment dominated the market in 2022. These software solutions in diagnostics eliminate the interpretation errors or missing crucial issues by identifying anomalies in X-Ray scans, CT scans, and MRI and provides precise and quick results.
  • North America dominated the regional market in 2022, due to the factors such as rising adoption of electronic health records,favorable government efforts aimed at developing healthcare data annotation tools and increasing investments from private & public organizations in the region.
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Chapter 1. Methodology and Scope
1.1. Market Segmentation and Scope
1.2. Research Methodology
1.2.1. Information Procurement
1.3. Information or Data Analysis
1.4. Methodology
1.5. Research Scope and Assumptions
1.6. Market Formulation & Validation
1.6.1. Country Market: Cagr Calculation
1.7. Country Based Segment Share Calculation
1.8. List of Data Sources
Chapter 2. Executive Summary
2.1. Market Outlook
2.2. Segment Outlook
2.3. Regional Insights
2.4. Competitive Insights
2.5. Healthcare Data Annotation Tools Market Snapshot
2.6. Healthcare Data Annotation Tools Market Segment Snapshot
2.7. Healthcare Data Annotation Tools Market Competitive Landscape Snapshot
Chapter 3. Healthcare Data Annotation Tools Market Variables, Trends, & Scope
3.1. Market Lineage Outlook
3.2. Market Dynamics
3.2.1. Market Driver Analysis
3.2.1.1. Growing adoption of AI/ML-based technologies for medical diagnosis
3.2.1.2. Rising healthcare funding and investments prompting cost-cutting initiatives
3.2.1.3. Increase in number of initiatives supporting eHealth and digital health
3.2.1.4. Technological advancements of data annotation tools
3.2.2. Market Restraint Analysis
3.2.2.1. Requirement of skilled professionals for medical data annotation
3.2.2.2. High costs associated with manual labeling of complex images
3.2.3. Industry Challenge
3.3. Healthcare Data Annotation Tools Market Analysis Tools
3.3.1. Industry Analysis - Porter’s
3.3.1.1. Bargaining power of the suppliers
3.3.1.2. Bargaining power of the buyers
3.3.1.3. Threats of substitution
3.3.1.4. Threats from new entrants
3.3.1.5. Competitive rivalry
3.3.2. PESTEL Analysis
3.3.2.1. Political landscape
3.3.2.2. Economic and Social landscape
3.3.2.3. Technological landscape
3.4. Impact of COVID-19 on Healthcare Data Annotation Tools Market
Chapter 4. Healthcare Data Annotation Tools Market: Type Estimates & Trend Analysis
4.1. Segment Dashboard
4.2. Healthcare Data Annotation Tools Market: Type Movement Analysis, USD Million, 2022 & 2030
4.3. Text
4.3.1. Text Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
4.4. Image/Video
4.4.1. Image/Video Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
4.5. Audio
4.5.1. Audio Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
Chapter 5. Healthcare Data Annotation Tools Market: Technology Estimates & Trend Analysis
5.1. Segment Dashboard
5.2. Healthcare Data Annotation Tools Market: Technology Movement Analysis, USD Million, 2022 & 2030
5.3. Manual
5.3.1. Manual Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
5.4. Semi-Supervised
5.4.1. Semi-Supervised Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
5.5. Automatic
5.5.1. Automatic Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
Chapter 6. Healthcare Data Annotation Tools Market: Application Estimates & Trend Analysis
6.1. Segment Dashboard
6.2. Healthcare Data Annotation Tools Market: Application Movement Analysis, USD Million, 2022 & 2030
6.3. Virtual Assistants
6.3.1. Virtual Assistants Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
6.4. Conversational Bots
6.4.1. Conversational Bots Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
6.5. Diagnostic Support
6.5.1. Diagnostic Support Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
6.6. Drug Development Process
6.6.1. Drug Development Process Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
6.7. Robotic Surgery
6.7.1. Robotic Surgery Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
6.8. Medical Documents
6.8.1. Medical Documents Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
Chapter 7. Healthcare Data Annotation Tools Market: Regional Estimates & Trend Analysis
7.1. Healthcare Data Annotation Tools Market Share, By Region, 2022 & 2030, 2030 USD Million
7.2. North America
7.2.1. North America Healthcare Data Annotation Tools Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.2.2. U.S.
7.2.2.1. U.S. Healthcare Data Annotation Tools Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.2.3. Canada
7.2.3.1. Canada Healthcare Data Annotation Tools Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.3. Europe
7.3.1. Europe Healthcare Data Annotation Tools Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.3.2. U.K.
7.3.2.1. U.K. Healthcare Data Annotation Tools Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.3.3. Germany
7.3.3.1. Germany Healthcare Data Annotation Tools Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.3.4. France
7.3.4.1. France Healthcare Data Annotation Tools Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.3.5. Italy
7.3.5.1. Italy Healthcare Data Annotation Tools Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.3.6. Spain
7.3.6.1. Spain Healthcare Data Annotation Tools Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.3.7. Denmark
7.3.7.1. Denmark Healthcare Data Annotation Tools Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.3.8. Norway
7.3.8.1. Norway Healthcare Data Annotation Tools Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.3.9. Sweden
7.3.9.1. Sweden Healthcare Data Annotation Tools Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.4. Asia Pacific
7.4.1. Asia Pacific Healthcare Data Annotation Tools Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.4.2. China
7.4.2.1. China Healthcare Data Annotation Tools Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.4.3. Japan
7.4.3.1. Japan Healthcare Data Annotation Tools Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.4.4. India
7.4.4.1. India Healthcare Data Annotation Tools Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.4.5. Thailand
7.4.5.1. Thailand Healthcare Data Annotation Tools Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.4.6. South Korea
7.4.6.1. South Korea Healthcare Data Annotation Tools Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.4.7. Australia
7.4.7.1. Australia Healthcare Data Annotation Tools Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.5. Latin America
7.5.1. Latin America Healthcare Data Annotation Tools Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.5.2. Brazil
7.5.2.1. Brazil Healthcare Data Annotation Tools Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.5.3. Mexico
7.5.3.1. Mexico Healthcare Data Annotation Tools Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.5.4. Argentina
7.5.4.1. Argentina Healthcare Data Annotation Tools Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.6. Middle East and Africa
7.6.1. Middle East and Africa Healthcare Data Annotation Tools Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.6.2. South Africa
7.6.2.1. South Africa Healthcare Data Annotation Tools Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.6.3. Saudi Arabia
7.6.3.1. Saudi Arabia Healthcare Data Annotation Tools Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.6.4. UAE
7.6.4.1. UAE Healthcare Data Annotation Tools Market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.6.5. Kuwait
7.6.5.1. Kuwait Healthcare Data Annotation Tools Market Estimates and Forecasts, 2018 - 2030 (USD Million)
Chapter 8. Competitive Landscape
8.1. Company Categorization
8.2. Company Market Share Analysis, 2022
8.3. Strategy Mapping
8.4. Company Profiles/Listing
8.4.1. Infosys Limited
8.4.1.1. Overview
8.4.1.2. Financial Performance (Net Revenue)
8.4.1.3. Product Benchmarking
8.4.1.4. Strategic Initiatives
8.4.2. Shaip
8.4.2.1. Overview
8.4.2.2. Financial Performance (Net Revenue)
8.4.2.3. Product Benchmarking
8.4.2.4. Strategic Initiatives
8.4.3. Innodata
8.4.3.1. Overview
8.4.3.2. Financial Performance (Net Revenue)
8.4.3.3. Product Benchmarking
8.4.3.4. Strategic Initiatives
8.4.4. Ango AI
8.4.4.1. Overview
8.4.4.2. Financial Performance (Net Revenue)
8.4.4.3. Product Benchmarking
8.4.4.4. Strategic Initiatives
8.4.5. Capestart
8.4.5.1. Overview
8.4.5.2. Financial Performance (Net Revenue)
8.4.5.3. Product Benchmarking
8.4.5.4. Strategic Initiatives
8.4.6. Lynxcare
8.4.6.1. Overview
8.4.6.2. Financial Performance (Net Revenue)
8.4.6.3. Product Benchmarking
8.4.6.4. Strategic Initiatives
8.4.7. iMerit
8.4.7.1. Overview
8.4.7.2. Financial Performance (Net Revenue)
8.4.7.3. Product Benchmarking
8.4.7.4. Strategic Initiatives
8.4.8. Anolytics
8.4.8.1. Overview
8.4.8.2. Financial Performance (Net Revenue)
8.4.8.3. Product Benchmarking
8.4.8.4. Strategic Initiatives
8.4.9. V7
8.4.9.1. Overview
8.4.9.2. Financial Performance (Net Revenue)
8.4.9.3. Product Benchmarking
8.4.9.4. Strategic Initiatives
8.4.10. SuperAnnotate LLC
8.4.10.1. Overview
8.4.10.2. Financial Performance (Net Revenue)
8.4.10.3. Product Benchmarking
8.4.10.4. Strategic Initiatives

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