Healthcare Data Annotation Tools Market

Global Healthcare Data Annotation Tools Market Size, Trends & Analysis - Forecasts to 2028 By Type (Text, Image/Video, Audio), By Technology (Manual, Semi-supervised, Automatic), By Application (Virtual Assistants, Conversational Bots, Diagnostic Support, Drug Development Process, Robotic Surgery, Medical Documents), By Region (North America, Asia Pacific, Central & South America, Europe, and the Middle East & Africa), End-User Landscape Analysis, Company Market Share Analysis, and Competitor Analysis

Category Healthcare

Format

This report was recently updated on July 20 2024 with the latest and most recent market numbers

Global Healthcare Data Annotation Tools Market Size

The global healthcare data annotation tools market is projected to grow at a CAGR of 27.5% from 2023 to 2028.

By producing precise diagnoses and enabling improved personalised treatments, data annotation tools in the healthcare sector are fundamentally changing how patients are diagnosed, treated, and monitored. These tools assist healthcare practitioners in promptly identifying illness signs by analysing voluminous clinical material. These techniques might be used to predict outcomes from electronic medical records, scan radiological images for early illness identification, and more.

Data annotation helps in producing high-quality data that is further used to train artificial intelligence and machine learning models in the healthcare sector. This speeds up the search for biological and chemical interactions that helps in smooth drug development processes. With data annotation, it is possible to speed up new discoveries in the field of pharmaceuticals as it helps in analysing a vast amount of data from patient records, clinical trials, research publications, and patents. Data annotation helps in analysing symptoms, diseases, and genes faster. Furthermore, to execute computer-based autonomous robotic surgery providing safe and effective treatments, specialised annotation teams keep crucial structures in frames and surgical recordings. Thus, the market is further driven by the increased use of these tools.

Additionally, it is projected that increased investments in digital health and other eHealth-related services would result from the benefits of eHealth and telemedicine services, such as simple access to healthcare, cost reductions, and improvements in diagnostic and treatment options. To help with the development of AI-based digital imaging & radiology products, for instance, Aidoc raised USD 20 million in a Series B funding round headed by Square Peg Capital in September 2020. The market is also anticipated to grow in the number of initiatives promoting eHealth and digital health during the projected period. The European Health Data Space Programme, for instance, was introduced in May 2022 to support the use of health data for advancements in research, creative healthcare delivery, and policymaking.

global healthcare data annotation tools market

Global Healthcare Data Annotation Tools Market: By Type

The image/video segment is expected to witness the largest share in the global healthcare data annotation tools market during the forecast period of 2023-2028. This is linked to the widespread use of image/video data annotation tools in the medical field as well as the growing demand for effective and affordable medical diagnosis solutions. These instruments are used to create visualizations of organs in order to diagnose uncommon human body flaws that cannot be seen with the naked eye. Image annotation is also used to train the AI models into predicting cancer by using labelled data. This helps in reducing human intervention and tends to give better and early results that help in diagnosis.

Additionally, tagged X-ray picture data is utilized in dental imaging to view the anatomy of teeth and find tooth decay, gum disease, and other anomalies. Moreover, video data annotation in healthcare makes numerous medical procedures easier, like surgery. Automated surgical bots are also taught how to annotate videos to help with endoscopic and surgical operations, such as phase identification and lesion detection. The image/video market is driven by such capabilities.

The text segment is expected to grow the fastest during 2023-2028. Natural language processing (NLP) and deep learning of structured and unstructured text are used to annotate text to provide insights and advance drug discovery, drug repurposing, and drug targeting activities. The text type helps in analysing various pages of anonymised electronic health records, patient forums from different channels, and data from clinical research and trials that help healthcare professionals with meaningful insights.

Global Healthcare Data Annotation Tools Market: By Technology

The semi-supervised segment is expected to witness the largest share in the global healthcare data annotation tools market during the forecast period of 2023-2028. This can cut down on the cost of manual data annotation and speed up the data preparation process. Semi-supervised technology finds many uses for unlabelled data because it is plentiful, affordable, and simple to obtain, consequently boosting the segment. As an illustration, early detection of dental cavities with semi-supervised technology can facilitate preventive care and avoid invasive procedures. A 2023 article by Springer Nature Limited states that semi-supervised approaches have produced results that are competitive with those of fully supervised learning methods when it comes to the identification of dental caries.

The automatic segment is expected to grow the fastest during 2023-2028. This is related to the rising popularity of more rapid and affordable data tagging and annotated data distribution. Since the technology enables the extraction of intricate and high-level abstractions from information through a hierarchical learning process, AI is becoming important to this sector of the economy. The need for automatic tools is likely to increase over the projection period due to the necessity to extract and mine significant patterns from vast amounts of healthcare data.

Global Healthcare Data Annotation Tools Market: By Application

The diagnostic support segment is expected to witness the largest share in the global healthcare data annotation tools market during the forecast period of 2023-2028. Diagnostic support tools for data annotation assist in identifying and correcting human errors in X-rays, ultrasound scans, MRIs, and CT scans. By reducing expenses, these tools can improve accuracy and speed. Data annotation tools, for instance, can help AI models identify COVID-19 pneumonia and carry out embryo categorization. Additionally, these software tools enable the use of AI for the early diagnosis of numerous chronic diseases, including cancer. For instance, by graphically presenting the quantity of infrared radiation emitted by the tumour, thermal sensors with AI can detect breast cancer. Therefore, the market is growing due to the diagnostic assistance provided by healthcare data annotation tools in the diagnosis of many chronic and infectious diseases.

The virtual assistant segment is expected to grow the fastest during 2023-2028. In order to cut down on waiting times, the healthcare system's virtual assistants speed up the identification of illnesses, increase prescription reminders, track health status, and set up medical appointments. Additionally, virtual assistants offer many benefits like improved patient care, increased productivity, lower personnel costs, sustainable growth, and a lesser risk of burnout. Therefore, the category is anticipated to grow during the study period due to several advantages provided by virtual assistants.

asia pacific healthcare data annotation tools market

Global Healthcare Data Annotation Tools Market: By Region

The North American segment is expected to witness the largest share in the global healthcare data annotation tools market during the forecast period of 2023-2028. This is due to the acceptance of cutting-edge technologies like AI, machine learning, big data, cloud computing, and IoT. Key growth drivers in the region include rising government initiatives, artificial intelligence, and machine learning technology solutions in the healthcare sector. Companies in North America have incorporated mHealth, e-prescribing, and telehealth and plan to implement more advanced technologies to digitize more.

Additionally, the adoption of electronic health records is rapidly rising in the area. Nearly nine out of ten U.S.-based physicians have implemented EHR, according to Health IT reports through 2021. Therefore, a high adoption rate is a major factor in the growth of the market in North America.

Asia-Pacific is expected to grow the fastest during 2023-2028. This is a result of rising healthcare costs in developing Asian countries and advances in medical technology. The region's primary drivers of healthcare data annotation tools also include the growing adoption of cutting-edge technology like AI and ML to cut medical expenses and optimise hospital workflow. The adoption of these software solutions in the area is also being driven by several government initiatives and assistance programmes. To encourage the growth of telemedicine in the nation, the National Health & Family Planning Commission (NHFPC) of the People's Republic of China established the Chinese Jinwei Network Engineer.

Global Healthcare Data Annotation Tools Market Share and Competitor Analysis

Infosys Limited, Shaip, Innodata, Ango AI, Capestart, Lynxcare, iMerit, Anolytics, V7, and SuperAnnotate LLC among others are key players in the healthcare data annotation tools market.

The global healthcare data annotation tools market has observed several strategic alliances between company profiles to launch new products with added functionalities and maintain revenue share & profitability. Organic and inorganic growth strategies adopted by small players have been the highlight of this market.

Please note: This is not an exhaustive list of companies profiled in the report.

1 STRATEGIC INSIGHTS ON NEW REVENUE POCKETS

1.1 Strategic Opportunity & Attractiveness Analysis

1.1.1 Hot Revenue Pockets

1.1.2 Market Attractiveness Score

1.1.3 Revenue Impacting Opportunity

1.1.4 High Growing Region/Country

1.1.5 Competitor Analysis

1.1.6 Consumer Analysis

1.2 Global Market Estimates' View

1.3 Strategic Insights across Business Functions

1.3.1 For Chief Executive Officers

1.3.2 For Chief Marketing Officers

1.3.3 For Chief Strategy Officers

1.4 Evaluate the Potential of your Existing Business Lines vs. New Lines to Enter Into

2 TECHNOLOGICAL TRENDS

2.1 Technological Adoption Rate

2.2 Current Trend Impact Analysis

2.3 Future Trend Impact Analysis

2.4 Data Metrics

3 GLOBAL MARKET OUTLOOK

3.1 Market Pyramid Analysis

3.1.1 Introduction

3.1.2 Adjacent Market Opportunities

3.1.3 Ancillary Market Opportunities

3.2 Demand Side Analysis

3.2.1 Market Drivers: Impact Analysis

3.2.2 Market Restraints: Impact Analysis

3.2.3 Market Opportunities: Impact Analysis

3.2.4 Market Challenges: Impact Analysis

3.3 Supply Side Analysis

3.3.1 Porter’s Five Forces Analysis

3.3.1.1 Threat of New Entrants

3.3.1.2 Threat of New Substitutes

3.3.1.3 Bargaining Power of Suppliers

3.3.1.4 Bargaining Power of Buyers

3.3.1.5 Intensity of Competitive Rivalry

3.3.2 SWOT Analysis; By Factor (Political & Legal, Economic, and Technological)

3.3.2.1 Political Landscape

3.3.2.2 Economic Landscape

3.3.2.3 Social Landscape

3.3.2.4 Technology Landscape

3.3.3 Value Chain Analysis

3.3.4 Trend Analysis

3.3.5 Gap Analysis

3.3.6 Cost Analysis

4 GLOBAL HEALTHCARE DATA ANNOTATION TOOLS MARKET, BY TECHNOLOGY

4.1 Introduction

4.2 Healthcare Data Annotation Tools Market: Technology Scope Key Takeaways

4.3 Revenue Growth Analysis, 2022 & 2028

4.4 Manual Technology

4.4.1 Manual Technology Market Estimates and Forecast, 2020-2028 (USD Million)

4.5 Semi-supervised Technology

4.5.1 Semi-supervised Technology Market Estimates and Forecast, 2020-2028 (USD Million)

4.6 Automatic Technology

4.6.1 Automatic Technology Market Estimates and Forecast, 2020-2028 (USD Million)

5 GLOBAL HEALTHCARE DATA ANNOTATION TOOLS MARKET, BY TYPE

5.1 Introduction

5.2 Healthcare Data Annotation Tools Market: Type Scope Key Takeaways

5.3 Revenue Growth Analysis, 2022 & 2028

5.4 Image/Video

5.4.1 Image/Video Market Estimates and Forecast, 2020-2028 (USD Million)

5.5 Text

5.5.1 Text Market Estimates and Forecast, 2020-2028 (USD Million)

5.6 Audio

5.6.1 Audio Market Estimates and Forecast, 2020-2028 (USD Million)

6 GLOBAL HEALTHCARE DATA ANNOTATION TOOLS MARKET, BY APPLICATION

6.1 Introduction

6.2 Healthcare Data Annotation Tools Market: Application Scope Key Takeaways

6.3 Revenue Growth Analysis, 2022 & 2028

6.4 Virtual Assistants

6.4.1 Virtual Assistants Market Estimates and Forecast, 2020-2028 (USD Million)

6.5 Conversational Bots

6.5.1 Conversational Bots Market Estimates and Forecast, 2020-2028 (USD Million)

6.6 Diagnostic Support

6.6.1 Diagnostic Support Market Estimates and Forecast, 2020-2028 (USD Million)

6.7 Drug Development Process

6.7.1 Drug Development Process Market Estimates and Forecast, 2020-2028 (USD Million)

6.8 Robotic Surgery

6.8.1 Robotic Surgery Market Estimates and Forecast, 2020-2028 (USD Million)

6.9 Medical Documents

6.9.1 Medical Documents Market Estimates and Forecast, 2020-2028 (USD Million)

6 GLOBAL HEALTHCARE DATA ANNOTATION TOOLS MARKET, BY REGION

6.1 Introduction

6.2 North America Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.2.4.1 U.S. Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.2.4.1.1 By Technology

6.2.4.1.2 By Type

6.2.4.1.3 By Application

6.2.4.2 Canada Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.2.4.2.1 By Technology

6.2.4.2.2 By Type

6.2.4.2.3 By Application

6.2.4.3 Mexico Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.2.4.3.1 By Technology

6.2.4.3.2 By Type

6.2.4.3.3 By Application

6.3 Europe Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.3.4.1 Germany Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.3.4.1.1 By Technology

6.3.4.1.2 By Type

6.3.4.1.3 By Application

6.3.4.2 U.K. Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.3.4.2.1 By Technology

6.3.4.2.2 By Type

6.3.4.2.3 By Application

6.3.4.3 France Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.3.4.3.1 By Technology

6.3.4.3.2 By Type

6.3.4.3.3 By Application

6.3.4.4 Italy Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.3.4.4.1 By Technology

6.3.4.4.2 By Type

6.2.4.4.3 By Application

6.3.4.5 Spain Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.3.4.5.1 By Technology

6.3.4.5.2 By Type

6.2.4.5.3 By Application

6.3.4.6 Netherlands Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.3.4.6.1 By Technology

6.3.4.6.2 By Type

6.2.4.6.3 By Application

6.3.4.7 Rest of Europe Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.3.4.7.1 By Technology

6.3.4.7.2 By Type

6.2.4.7.3 By Application

6.4 Asia Pacific Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.4.4.1 China Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.4.4.1.1 By Technology

6.4.4.1.2 By Type

6.4.4.1.3 By Application

6.4.4.2 Japan Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.4.4.2.1 By Technology

6.4.4.2.2 By Type

6.4.4.2.3 By Application

6.4.4.3 India Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.4.4.3.1 By Technology

6.4.4.3.2 By Type

6.4.4.3.3 By Application

6.4.4.4 South Korea Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.4.4.4.1 By Technology

6.4.4.4.2 By Type

6.4.4.4.3 By Application

6.4.4.5 Singapore Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.4.4.5.1 By Technology

6.4.4.5.2 By Type

6.4.4.5.3 By Application

6.4.4.6 Malaysia Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.4.4.6.1 By Technology

6.4.4.6.2 By Type

6.4.4.6.3 By Application

6.4.4.7 Thailand Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.4.4.7.1 By Technology

6.4.4.7.2 By Type

6.4.4.7.3 By Application

6.4.4.8 Indonesia Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.4.4.8.1 By Technology

6.4.4.8.2 By Type

6.4.4.8.3 By Application

6.4.4.9 Vietnam Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.4.4.9.1 By Technology

6.4.4.9.2 By Type

6.4.4.9.3 By Application

6.4.4.10 Taiwan Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.4.4.10.1 By Technology

6.4.4.10.2 By Type

6.4.4.10.3 By Application

6.4.4.11 Rest of Asia Pacific Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.4.4.11.1 By Technology

6.4.4.11.2 By Type

6.4.4.11.3 By Application

6.5 Middle East & Africa Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.5.4.1 Saudi Arabia Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.5.4.1.1 By Technology

6.5.4.1.2 By Type

6.5.4.1.3 By Application

6.5.4.2 U.A.E. Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.5.4.2.1 By Technology

6.5.4.2.2 By Type

6.5.4.2.3 By Application

6.5.4.3 Israel Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.5.4.3.1 By Technology

6.5.4.3.2 By Type

6.5.4.3.3 By Application

6.5.4.4 South Africa Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.5.4.4.1 By Technology

6.5.4.4.2 By Type

6.5.4.4.3 By Application

6.5.4.5 Rest of Middle East & Africa Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.5.4.5.1 By Technology

6.5.4.5.2 By Type

6.5.4.5.2 By Application

6.6 Central & South America Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.6.4.1 Brazil Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.6.4.1.1 By Technology

6.6.4.1.2 By Type

6.6.4.1.3 By Application

6.6.4.2 Argentina Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.6.4.2.1 By Technology

6.6.4.2.2 By Type

6.6.4.2.3 By Application

6.6.4.3 Chile Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.6.4.3.1 By Technology

6.6.4.3.2 By Type

6.6.4.3.3 By Application

6.6.4.4 Rest of Central & South America Healthcare Data Annotation Tools Market Estimates and Forecast, 2020-2028 (USD Million)

6.6.4.4.1 By Technology

6.6.4.4.2 By Type

6.6.4.4.3 By Application

7 COMPETITIVE LANDCAPE

7.1 Company Market Share Analysis

7.2 Four Quadrant Positioning Matrix

7.2.1 Market Leaders

7.2.2 Market Visionaries

7.2.3 Market Challengers

7.2.4 Niche Market Players

7.3.4 Rest of the World

7.4 Company Profiles

7.4.1 Infosys Limited

7.4.1.1 Business Description & Financial Analysis

7.4.1.2 SWOT Analysis

7.4.1.3 Products & Services Offered

7.4.1.4 Strategic Alliances between Business Partners

7.4.2 Shaip

7.4.2.1 Business Description & Financial Analysis

7.4.2.2 SWOT Analysis

7.4.2.3 Products & Services Offered

7.4.2.4 Strategic Alliances between Business Partners

7.4.3 Innodata

7.4.3.1 Business Description & Financial Analysis

7.4.3.2 SWOT Analysis

7.4.3.3 Products & Services Offered

7.4.3.4 Strategic Alliances between Business Partners

7.4.4 Ango AI

7.4.4.1 Business Description & Financial Analysis

7.4.4.2 SWOT Analysis

7.4.4.3 Products & Services Offered

7.4.4.4 Strategic Alliances between Business Partners

7.4.5 Capestart

7.4.5.1 Business Description & Financial Analysis

7.4.5.2 SWOT Analysis

7.4.5.3 Products & Services Offered

7.4.5.4 Strategic Alliances between Business Partners

7.4.6 Lynxcare

7.4.6.1 Business Description & Financial Analysis

7.4.6.2 SWOT Analysis

7.4.6.3 Products & Services Offered

7.4.6.4 Strategic Alliances between Business Partners

7.4.7 IMerit

7.4.7.1 Business Description & Financial Analysis

7.4.7.2 SWOT Analysis

7.4.7.3 Products & Services Offered

7.4.7.4 Strategic Alliances between Business Partners

7.4.8 Anolytics

7.4.8.1 Business Description & Financial Analysis

7.4.8.2 SWOT Analysis

7.4.8.3 Products & Services Offered

7.4.8.4 Strategic Alliances between Business Partners

7.4.9 V7

7.4.9.1 Business Description & Financial Analysis

7.4.9.2 SWOT Analysis

7.4.9.3 Products & Services Offered

7.4.9.4 Strategic Alliances between Business Partners

7.4.10 SuperAnnotate LLC

7.4.10.1 Business Description & Financial Analysis

7.4.10.2 SWOT Analysis

7.4.10.3 Products & Services Offered

7.4.10.4 Strategic Alliances between Business Partners

7.4.11 Other Companies

7.4.11.1 Business Description & Financial Analysis

7.4.11.2 SWOT Analysis

7.4.11.3 Products & Services Offered

7.4.11.4 Strategic Alliances between Business Partners

8 RESEARCH METHODOLOGY

8.1 Market Introduction

8.1.1 Market Definition

8.1.2 Market Scope & SegSemi-supervised Technologytation

8.2 Information ProcureSemi-supervised Technologyt

8.2.1 Secondary Research

8.2.1.1 Purchased Databases

8.2.1.2 GMEs Internal Data Repository

8.2.1.3 Secondary Resources & Third Party Perspectives

8.2.1.4 Company Information Sources

8.2.2 Primary Research

8.2.2.1 Various End Use of Respondents for Primary Interviews

8.2.2.2 Number of Interviews Conducted throughout the Research Process

8.2.2.3 Primary Stakeholders

8.2.2.4 Discussion Guide for Primary Participants

8.2.3 Expert Panels

8.2.3.1 Expert Panels Across 30+ Industry

8.2.4 Paid Local Experts

8.2.4.1 Paid Local Experts Across 30+ Industry Across each Region

8.3 Market Estimation

8.3.1 Top-Down Approach

8.3.1.1 Macro-Economic Indicators Considered

8.3.1.2 Micro-Economic Indicators Considered

8.3.2 Bottom Up Approach

8.3.2.1 Company Share Analysis Approach

8.3.2.2 Estimation of Potential Product Sales

8.4 Data Triangulation

8.4.1 Data Collection

8.4.2 Time Series, Cross Sectional & Panel Data Analysis

8.4.3 Cluster Analysis

8.5 Analysis and Output

8.5.1 Inhouse AI Based Real Time Analytics Tool

8.5.2 Output From Desk & Primary Research

8.6 Research Assumptions & Limitations

8.6.1 Research Assumptions

8.6.2 Research Limitations

LIST OF TABLES

1 Global Healthcare Data Annotation Tools Market, By Technology, 2020-2028 (USD Mllion)

2 Manual Technology Market, By Region, 2020-2028 (USD Mllion)

3 Semi-supervised Technology Market, By Region, 2020-2028 (USD Mllion)

4 Automatic Technology Market, By Region, 2020-2028 (USD Mllion)

5 Regional & Short Lines Market, By Region, 2020-2028 (USD Mllion)

6 Global Healthcare Data Annotation Tools Market, By Type, 2020-2028 (USD Mllion)

7 Image/Video Market, By Region, 2020-2028 (USD Mllion)

8 text Market, By Region, 2020-2028 (USD Mllion)

9 audio Market, By Region, 2020-2028 (USD Mllion)

10 Global Healthcare Data Annotation Tools Market, By Application, 2020-2028 (USD Mllion)

11 Virtual Assistants Market, By Region, 2020-2028 (USD Mllion)

12 Conversational Bots Market, By Region, 2020-2028 (USD Mllion)

13 Diagnostic Support Market, By Region, 2020-2028 (USD Mllion)

14 drug development process Market, By Region, 2020-2028 (USD Mllion)

15 robotic surgery Market, By Region, 2020-2028 (USD Mllion)

16 medical documents Market, By Region, 2020-2028 (USD Mllion)

17 Regional Analysis, 2020-2028 (USD Mllion)

18 North America Healthcare Data Annotation Tools Market, By Technology, 2020-2028 (USD Million)

19 North America Healthcare Data Annotation Tools Market, By Type, 2020-2028 (USD Million)

20 North America Healthcare Data Annotation Tools Market, By Application, 2020-2028 (USD Million)

21 North America Healthcare Data Annotation Tools Market, By Country, 2020-2028 (USD Million)

22 U.S Healthcare Data Annotation Tools Market, By Technology, 2020-2028 (USD Million)

23 U.S Healthcare Data Annotation Tools Market, By Type, 2020-2028 (USD Million)

24 U.S Healthcare Data Annotation Tools Market, By Application, 2020-2028 (USD Million)

25 Canada Healthcare Data Annotation Tools Market, By Technology, 2020-2028 (USD Million)

26 Canada Healthcare Data Annotation Tools Market, By Type, 2020-2028 (USD Million)

27 Canada Healthcare Data Annotation Tools Market, By Application, 2020-2028 (USD Million)

28 Mexico Healthcare Data Annotation Tools Market, By Technology, 2020-2028 (USD Million)

29 Mexico Healthcare Data Annotation Tools Market, By Type, 2020-2028 (USD Million)

30 Mexico Healthcare Data Annotation Tools Market, By Application, 2020-2028 (USD Million)

31 Europe Healthcare Data Annotation Tools Market, By Technology, 2020-2028 (USD Million)

32 Europe Healthcare Data Annotation Tools Market, By Type, 2020-2028 (USD Million)

33 Europe Healthcare Data Annotation Tools Market, By Application, 2020-2028 (USD Million)

34 Germany Healthcare Data Annotation Tools Market, By Technology, 2020-2028 (USD Million)

35 Germany Healthcare Data Annotation Tools Market, By Type, 2020-2028 (USD Million)

36 Germany Healthcare Data Annotation Tools Market, By Application, 2020-2028 (USD Million)

37 UK Healthcare Data Annotation Tools Market, By Technology, 2020-2028 (USD Million)

38 UK Healthcare Data Annotation Tools Market, By Type, 2020-2028 (USD Million)

39 UK Healthcare Data Annotation Tools Market, By Application, 2020-2028 (USD Million)

40 France Healthcare Data Annotation Tools Market, By Technology, 2020-2028 (USD Million)

41 France Healthcare Data Annotation Tools Market, By Type, 2020-2028 (USD Million)

42 France Healthcare Data Annotation Tools Market, By Application, 2020-2028 (USD Million)

43 Italy Healthcare Data Annotation Tools Market, By Technology, 2020-2028 (USD Million)

44 Italy Healthcare Data Annotation Tools Market, By T End Use Type, 2020-2028 (USD Million)

45 Italy Healthcare Data Annotation Tools Market, By Application, 2020-2028 (USD Million)

46 Spain Healthcare Data Annotation Tools Market, By Technology, 2020-2028 (USD Million)

47 Spain Healthcare Data Annotation Tools Market, By Type, 2020-2028 (USD Million)

48 Spain Healthcare Data Annotation Tools Market, By Application, 2020-2028 (USD Million)

49 Rest Of Europe Healthcare Data Annotation Tools Market, By Technology, 2020-2028 (USD Million)

50 Rest Of Europe Healthcare Data Annotation Tools Market, By Type, 2020-2028 (USD Million)

51 Rest of Europe Healthcare Data Annotation Tools Market, By Application, 2020-2028 (USD Million)

52 Asia Pacific Healthcare Data Annotation Tools Market, By Technology, 2020-2028 (USD Million)

53 Asia Pacific Healthcare Data Annotation Tools Market, By Type, 2020-2028 (USD Million)

54 Asia Pacific Healthcare Data Annotation Tools Market, By Application, 2020-2028 (USD Million)

55 Asia Pacific Healthcare Data Annotation Tools Market, By Country, 2020-2028 (USD Million)

56 China Healthcare Data Annotation Tools Market, By Technology, 2020-2028 (USD Million)

57 China Healthcare Data Annotation Tools Market, By Type, 2020-2028 (USD Million)

58 China Healthcare Data Annotation Tools Market, By Application, 2020-2028 (USD Million)

59 India Healthcare Data Annotation Tools Market, By Technology, 2020-2028 (USD Million)

60 India Healthcare Data Annotation Tools Market, By Type, 2020-2028 (USD Million)

61 India Healthcare Data Annotation Tools Market, By Application, 2020-2028 (USD Million)

62 Japan Healthcare Data Annotation Tools Market, By Technology, 2020-2028 (USD Million)

63 Japan Healthcare Data Annotation Tools Market, By Type, 2020-2028 (USD Million)

64 Japan Healthcare Data Annotation Tools Market, By Application, 2020-2028 (USD Million)

65 South Korea Healthcare Data Annotation Tools Market, By Technology, 2020-2028 (USD Million)

66 South Korea Healthcare Data Annotation Tools Market, By Type, 2020-2028 (USD Million)

67 South Korea Healthcare Data Annotation Tools Market, By Application, 2020-2028 (USD Million)

68 Middle East & Africa Healthcare Data Annotation Tools Market, By Technology, 2020-2028 (USD Million)

69 Middle East & Africa Healthcare Data Annotation Tools Market, By Type, 2020-2028 (USD Million)

70 Middle East & Africa Healthcare Data Annotation Tools Market, By Application, 2020-2028 (USD Million)

71 Middle East & Africa Healthcare Data Annotation Tools Market, By Country, 2020-2028 (USD Million)

72 Saudi Arabia Healthcare Data Annotation Tools Market, By Technology, 2020-2028 (USD Million)

73 Saudi Arabia Healthcare Data Annotation Tools Market, By Type, 2020-2028 (USD Million)

74 Saudi Arabia Healthcare Data Annotation Tools Market, By Application, 2020-2028 (USD Million)

75 UAE Healthcare Data Annotation Tools Market, By Technology, 2020-2028 (USD Million)

76 UAE Healthcare Data Annotation Tools Market, By Type, 2020-2028 (USD Million)

77 UAE Healthcare Data Annotation Tools Market, By Application, 2020-2028 (USD Million)

78 Central & South America Healthcare Data Annotation Tools Market, By Technology, 2020-2028 (USD Million)

79 Central & South America Healthcare Data Annotation Tools Market, By Type, 2020-2028 (USD Million)

80 Central & South America Healthcare Data Annotation Tools Market, By Application, 2020-2028 (USD Million)

81 Central & South America Healthcare Data Annotation Tools Market, By Country, 2020-2028 (USD Million)

82 Brazil Healthcare Data Annotation Tools Market, By Technology, 2020-2028 (USD Million)

83 Brazil Healthcare Data Annotation Tools Market, By Type, 2020-2028 (USD Million)

84 Brazil Healthcare Data Annotation Tools Market, By Application, 2020-2028 (USD Million)

85 Infosys Limited: Products & Services Offering

86 Shaip: Products & Services Offering

87 Innodata: Products & Services Offering

88 Ango AI: Products & Services Offering

89 Capestart: Products & Services Offering

90 LYNXCARE: Products & Services Offering

91 IMerit : Products & Services Offering

92 Anolytics: Products & Services Offering

93 V7, Inc: Products & Services Offering

94 SuperAnnotate LLC: Products & Services Offering

95 Other Companies: Products & Services Offering

LIST OF FIGURES

1 Global Healthcare Data Annotation Tools Market Overview

2 Global Healthcare Data Annotation Tools Market Value From 2020-2028 (USD Mllion)

3 Global Healthcare Data Annotation Tools Market Share, By Technology (2022)

4 Global Healthcare Data Annotation Tools Market Share, By Type (2022)

5 Global Healthcare Data Annotation Tools Market Share, By Application (2022)

6 Global Healthcare Data Annotation Tools Market, By Region (Asia Pacific Market)

7 Technological Trends In Global Healthcare Data Annotation Tools Market

8 Four Quadrant Competitor Positioning Matrix

9 Impact Of Macro & Micro Indicators On The Market

10 Impact Of Key Drivers On The Global Healthcare Data Annotation Tools Market

11 Impact Of Challenges On The Global Healthcare Data Annotation Tools Market

12 Porter’s Five Forces Analysis

13 Global Healthcare Data Annotation Tools Market: By Technology Scope Key Takeaways

14 Global Healthcare Data Annotation Tools Market, By Technology Segment: Revenue Growth Analysis

15 Manual Technology Market, By Region, 2020-2028 (USD Mllion)

16 Semi-supervised Technology Market, By Region, 2020-2028 (USD Mllion)

17 Automatic Technology Market, By Region, 2020-2028 (USD Mllion)

18 Regional & Short Lines Market, By Region, 2020-2028 (USD Mllion)

19 Global Healthcare Data Annotation Tools Market: By Type Scope Key Takeaways

20 Global Healthcare Data Annotation Tools Market, By Type Segment: Revenue Growth Analysis

21 Image/Video Market, By Region, 2020-2028 (USD Mllion)

22 Text Market, By Region, 2020-2028 (USD Mllion)

23 Audio Market, By Region, 2020-2028 (USD Mllion)

24 Global Healthcare Data Annotation Tools Market: By Application Scope Key Takeaways

25 Global Healthcare Data Annotation Tools Market, By Application Segment: Revenue Growth Analysis

26 Virtual Assistants Market, By Region, 2020-2028 (USD Mllion)

27 Conversational Bots Market, By Region, 2020-2028 (USD Mllion)

28 Diagnostic Support Market, By Region, 2020-2028 (USD Mllion)

29 Drug Development Process Market, By Region, 2020-2028 (USD Mllion)

30 Robotic Surgery Market, By Region, 2020-2028 (USD Mllion)

31 Medical Documents Market, By Region, 2020-2028 (USD Mllion)

32 Regional Segment: Revenue Growth Analysis

33 Global Healthcare Data Annotation Tools Market: Regional Analysis

34 North America Healthcare Data Annotation Tools Market Overview

35 North America Healthcare Data Annotation Tools Market, By Technology

36 North America Healthcare Data Annotation Tools Market, By Type

37 North America Healthcare Data Annotation Tools Market, By Application

38 North America Healthcare Data Annotation Tools Market, By Country

39 U.S. Healthcare Data Annotation Tools Market, By Technology

40 U.S. Healthcare Data Annotation Tools Market, By Type

41 U.S. Healthcare Data Annotation Tools Market, By Application

42 Canada Healthcare Data Annotation Tools Market, By Technology

43 Canada Healthcare Data Annotation Tools Market, By Type

44 Canada Healthcare Data Annotation Tools Market, By Application

45 Mexico Healthcare Data Annotation Tools Market, By Technology

46 Mexico Healthcare Data Annotation Tools Market, By Type

47 Mexico Healthcare Data Annotation Tools Market, By Application

48 Four Quadrant Positioning Matrix

49 Company Market Share Analysis

50 Infosys Limited: Company Snapshot

51 Infosys Limited: SWOT Analysis

52 Infosys Limited: Geographic Presence

53 Shaip: Company Snapshot

54 Shaip: SWOT Analysis

55 Shaip: Geographic Presence

56 Innodata: Company Snapshot

57 Innodata: SWOT Analysis

58 Innodata: Geographic Presence

59 Ango AI: Company Snapshot

60 Ango AI: Swot Analysis

61 Ango AI: Geographic Presence

62 Capestart: Company Snapshot

63 Capestart: SWOT Analysis

64 Capestart: Geographic Presence

65 Lynxcare: Company Snapshot

66 Lynxcare: SWOT Analysis

67 Lynxcare: Geographic Presence

68 IMerit : Company Snapshot

69 IMerit : SWOT Analysis

70 IMerit : Geographic Presence

71 Anolytics: Company Snapshot

72 Anolytics: SWOT Analysis

73 Anolytics: Geographic Presence

74 V7, Inc.: Company Snapshot

75 V7, Inc.: SWOT Analysis

76 V7, Inc.: Geographic Presence

77 SuperAnnotate LLC: Company Snapshot

78 SuperAnnotate LLC: SWOT Analysis

79 SuperAnnotate LLC: Geographic Presence

80 Other Companies: Company Snapshot

81 Other Companies: SWOT Analysis

82 Other Companies: Geographic Presence

The Global Healthcare Data Annotation Tools Market has been studied from the year 2019 till 2028. However, the CAGR provided in the report is from the year 2023 to 2028. The research methodology involved three stages: Desk research, Primary research, and Analysis & Output from the entire research process.

Healthcare Data Annotation Tools Market Size

The desk research involved a robust background study which meant referring to paid and unpaid databases to understand the market dynamics; mapping contracts from press releases; identifying the key players in the market, studying their product portfolio, competition level, annual reports/SEC filings & investor presentations; and learning the demand and supply-side analysis for the Healthcare Data Annotation Tools Market.

Healthcare Data Annotation Tools Market Growth

The primary research activity included telephonic conversations with more than 50 tier 1 industry consultants, distributors, and end-use product manufacturers.

Healthcare Data Annotation Tools Market Trends

Finally, based on the above thorough research process, an in-depth analysis was carried out considering the following aspects: market attractiveness, current & future market trends, market share analysis, SWOT analysis of the company and customer analytics.

Healthcare Data Annotation Tools Market Trends

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Frequently Asked Questions

What is the projected market size of the healthcare data annotation tools market?

The healthcare data annotation tools market is projected to grow at a CAGR of 27.5% from 2023 to 2028.

Who are the major vendors in the healthcare data annotation tools market?

Infosys Limited, Shaip, Innodata, Ango AI, Capestart, Lynxcare, iMerit, Anolytics, V7, and SuperAnnotate LLC are some of the key players in the market.

What are the opportunities prevailing in the global healthcare data annotation tools market?

The global healthcare data annotation tools market offers several opportunities for growth and innovation. One of the key opportunities is the development of new applications and use cases for machine learning in the healthcare sector. Machine learning algorithms can be trained on annotated healthcare data to improve disease diagnosis, drug discovery, and treatment planning, among other things.

What are the major drivers in the healthcare data annotation tools market?

One of the primary drivers of the Healthcare Data Annotation Tools market is the growing demand for accurate and reliable data labeling in the healthcare sector. Healthcare organizations are increasingly relying on machine learning algorithms to improve patient outcomes, reduce costs, and enhance the overall quality of care.