Personalized Risk Assessment of Hepatic Fibrosis after Cholecystectomy in Metabolic-Associated Steatotic Liver Disease: A Machine Learning Approach

Personalized Risk Assessment of Hepatic Fibrosis after Cholecystectomy in Metabolic-Associated Steatotic Liver Disease: A Machine Learning Approach

Metabolic Associated Fatty Liver Disease (MASLD) is a condition that is often present in patients with a history of cholecystectomy. This is because both situations share interconnected metabolic pathways. This study aimed to establish a predictive model that allows for the identification of patient...

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Bibliographic Details
Main Authors: Miguel Suárez, Raquel Martínez, Ana María Torres, Antonio Ramón, Pilar Blasco, Jorge Mateo
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Journal of Clinical Medicine
Subjects:
liver fibrosis
cholecystectomy
adaboost
machine learning
Online Access:https://www.mdpi.com/2077-0383/12/20/6489

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