The globalhealthcare data collection and labeling marketsize is expected to reach USD 4.5 billion by 2030, based on a new report by Grand View Research, Inc. It is expected to expand at a CAGR of 26.9% from 2022 to 2030. The market is driven by the increased adoption ofartificial intelligenceandmachine learningacross the globe. The demand for data labeling is rising due to technological advancements in the industry. Many hospitals and private medical institutions are outsourcing data labeling services for better disease management.
Medical institutions are increasingly using medical data such as videos, images, and patient reports for early and accurate diagnosis of diseases. Medical image labeling provides better diagnosis, prevention, and treatment of diseases than the traditional method of diagnosis. It delivers corresponding results with higher accuracy in the early detection of diseases. It would prove to be one of the powerful methods for future applications in healthcare.
Imaging techniques were extensively used for the diagnosis of COVID-19 during the initial stage. Data collection is crucial for the training of artificial intelligence (AI) algorithms. In association with machine learning,medical imagingdiagnostic procedures and AI algorithms have progressed in the recognition of patterns related to disease detection. There was a shortage of medical professionals all over the world at the beginning of the pandemic. Many developed nations opted for AI-assisted solutions to tackle the problem. AI-baseddata collection and labelingtechnologies have proved to be useful.
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Based on data type, the image/video segment held the largest revenue share in 2021 as it is majorly used in medical diagnosis and artificial intelligence requires labeled data for training the algorithms
The text data type segment is anticipated to expand at a CAGR of 29.1% from 2022 to 2030 as the collection of clinical data, particularly unstructured text documents, has become one of the most significant resources for clinical labeling
In 2021, North America dominated the market in terms of revenue owing to the increased adoption of artificial intelligence in the healthcare industry
Asia Pacific is likely to expand at the fastest CAGR of 28.4% from 2022 to 2030. This growth is attributed to the increased use of medical imaging in the healthcare industry in China, India, and Japan
Grand View Research has segmented the global healthcare data collection and labeling market based on data type and region:
Healthcare Data Collection And Labeling Data Type Outlook (Revenue, USD Million, 2017 - 2030)
Image/Video
Audio
Text
Others
Healthcare Data Collection And Labeling Regional Outlook (Revenue, USD Million, 2017 - 2030)
North America
U.S.
Canada
Europe
U.K.
Germany
France
Italy
Spain
Asia Pacific
Japan
China
India
Latin America
Brazil
Mexico
Middle East & Africa
South Africa
List of Key Players of Healthcare Data Collection And Labeling Market
Alegion
Labelbox, Inc.
iMerit
Cogito Tech LLC
Appen Limited
Shaip
Snorkel AI
Infloks
Datalabeller
Centaur labs
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