percent of respondents from healthcare organizations at a mature stage of AI adoption stated that natural language text was used in their AI applications. Structured data was the most common data type on which AI models were applied by healthcare organizations in early-stage AI adoption.
Adjust the presentation of the statistic and data points.
Share the statistic on social media channels or embed the statistic in your
website using "Embed Code", where available.
Cite this statistic and select one of the following formats: APA, Chicago, Harvard, MLA & Bluebook.
Print the statistic including description and metadata.
Chart type
Share of applications of AI models on health data worldwide as of 2022, by adoption stage
Share this statistic
You have no right to use this feature.
Make sure to contact us if you are interested in scientific citation.
You can upgrade your account to enable this functionality for all statistics.
This feature is not available with your current account.Request access
Respondents in 41 countries worldwide (62 percent from the U.S.)
Method of interview
Online survey
Supplementary notes
Question was worded in the source as: "On what types of data does your system apply AI models?"
Multiple responses possible.
Mature: respondents who have had AI models in production for at least two years.
Early Stage: respondents who have had AI models in production for less than two years.
Exploring: respondents who are at the initial stage of evaluating AI use cases.
Learn more about how Statista can support your business.
Gradient Flow. (March 21, 2021). Share of applications of AI models on health data worldwide as of 2022, by adoption stage [Graph]. In Statista. Retrieved August 26, 2025, from https://www.statista.com/statistics/1226202/application-of-ai-models-on-healthcare-data-worldwide/
Gradient Flow. "Share of applications of AI models on health data worldwide as of 2022, by adoption stage." Chart. March 21, 2021. Statista. Accessed August 26, 2025. https://www.statista.com/statistics/1226202/application-of-ai-models-on-healthcare-data-worldwide/
Gradient Flow. (2021). Share of applications of AI models on health data worldwide as of 2022, by adoption stage. Statista. Statista Inc.. Accessed: August 26, 2025. https://www.statista.com/statistics/1226202/application-of-ai-models-on-healthcare-data-worldwide/
Gradient Flow. "Share of Applications of Ai Models on Health Data Worldwide as of 2022, by Adoption Stage." Statista, Statista Inc., 21 Mar 2021, https://www.statista.com/statistics/1226202/application-of-ai-models-on-healthcare-data-worldwide/
Gradient Flow, Share of applications of AI models on health data worldwide as of 2022, by adoption stage Statista, https://www.statista.com/statistics/1226202/application-of-ai-models-on-healthcare-data-worldwide/ (last visited August 26, 2025)
Share of applications of AI models on health data worldwide as of 2022, by adoption stage [Graph], Gradient Flow, March 21, 2021. [Online]. Available: https://www.statista.com/statistics/1226202/application-of-ai-models-on-healthcare-data-worldwide/
Advertisement
Profit from additional features with an Employee Account
Please create an employee account to be able to mark statistics as favorites.
Then you can access your favorite statistics via the star in the header.
Profit from the additional features of your individual account
Currently, you are using a shared account. To use individual functions (e.g., mark statistics as favourites, set
statistic alerts) please log in with your personal account.
If you are an admin, please authenticate by logging in again.
