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Artificial intelligence model validation before its application in clinical diagnosis assistance

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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… Click to show full abstract

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.

Keywords: artificial intelligence; clinical diagnosis; model; intelligence model

Journal Title: World Journal of Gastroenterology
Year Published: 2022

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