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Artificial intelligence model validation before its application in clinical diagnosis assistance
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作者 Gustavo Jesus Vazquez-Zapien Monica Maribel Mata-Miranda +1 位作者 Francisco Garibay-Gonzalez Miguel Sanchez-Brito 《World Journal of Gastroenterology》 SCIE CAS 2022年第5期602-604,共3页
The process of selecting an artificial intelligence(AI)model to assist clinical diagnosis of a particular pathology and its validation tests is relevant since the values of accuracy,sensitivity and specificity may not... The process of selecting an artificial intelligence(AI)model to assist clinical diagnosis of a particular pathology and its validation tests is relevant since the values of accuracy,sensitivity and specificity may not reflect the behavior of the method in a real environment.Here,we provide helpful considerations to increase the success of using an AI model in clinical practice. 展开更多
关键词 Artificial intelligence diagnostic assistance Validation tests Leave-one-out cross-validation K-fold validation Hold-out validation
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