Machine learning for the prediction of post-ERCP pancreatitis risk: A proof-of-concept study
Livia Archibugi, Gianmarco Ciarfaglia,Karina Cárdenas-Jaén,Goran Poropat,Taija Korpela,Patrick Maisonneuve,José R Aparicio,Juan Antonio Casellas,Paolo Giorgio Arcidiacono,Alberto Mariani,Davor Stimac,Goran Hauser,Marianne Udd,Leena Kylänpää,Mia Rainio,Emilio Di Giulio,Giuseppe Vanella,Johannes Matthias Lohr,Roberto Valente,Urban Arnelo,Niklas Fagerstrom,Nicolò De Pretis,Armando Gabbrielli,Lorenzo Brozzi,Gabriele Capurso,Enrique de-Madaria Digestive and Liver Disease（2023）
摘要
In PEP prediction, GB significantly outperformed LR model and identified new clinical features relevant for the risk, most being pre-procedural.
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关键词
Artificial intelligence,ERCP,Machine learning,Pancreatitis
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