Mean rating given to the following requirements of evaluating an AI technology by healthcare organizations worldwide as of 2022
(1=Not important, 5=Very important)
Characteristic
Mean rating
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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: "How important are the following requirements when evaluating a machine learning, NLP, or computer vision solution?"
1=Not Important, 5=Very Important.Â
Citation formats
Importance of criteria for evaluating AI technology in healthcare worldwide 2022
According to a survey conducted in 2022, production readiness was ranked as *** criteria among healthcare organizations when evaluating a machine learning, NLP or computer vision solution. The *-ranked indicators in the healthcare sector for AI models were state-of-the-art accuracy and healthcare-specific pre-trained models.
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Gradient Flow. (March 25, 2022). Mean rating given to the following requirements of evaluating an AI technology by healthcare organizations worldwide as of 2022 (1=Not important, 5=Very important) [Graph]. In ÌÇÐÄÆƽâ°æ. Retrieved July 31, 2026, from /statistics/1226266/criteria-for-evaluating-ai-technology-in-healthcare/
Gradient Flow. "Mean rating given to the following requirements of evaluating an AI technology by healthcare organizations worldwide as of 2022 (1=Not important, 5=Very important)." Chart. March 25, 2022. ÌÇÐÄÆƽâ°æ. Accessed July 31, 2026. /statistics/1226266/criteria-for-evaluating-ai-technology-in-healthcare/
Gradient Flow. (2022). Mean rating given to the following requirements of evaluating an AI technology by healthcare organizations worldwide as of 2022 (1=Not important, 5=Very important). ÌÇÐÄÆƽâ°æ. ÌÇÐÄÆƽâ°æ Inc.. Accessed: July 31, 2026. /statistics/1226266/criteria-for-evaluating-ai-technology-in-healthcare/
Gradient Flow. "Mean Rating given to The following Requirements of Evaluating An Ai Technology by Healthcare Organizations Worldwide as of 2022 (1=not Important, 5=very Important)." ÌÇÐÄÆƽâ°æ, ÌÇÐÄÆƽâ°æ Inc., 25 Mar 2022, /statistics/1226266/criteria-for-evaluating-ai-technology-in-healthcare/
Gradient Flow, Mean rating given to the following requirements of evaluating an AI technology by healthcare organizations worldwide as of 2022 (1=Not important, 5=Very important) ÌÇÐÄÆƽâ°æ, /statistics/1226266/criteria-for-evaluating-ai-technology-in-healthcare/ (last visited July 31, 2026)
Mean rating given to the following requirements of evaluating an AI technology by healthcare organizations worldwide as of 2022 (1=Not important, 5=Very important) [Graph], Gradient Flow, March 25, 2022. [Online]. Available: /statistics/1226266/criteria-for-evaluating-ai-technology-in-healthcare/
