MACHINE LEARNING APPROACH IN THE STARK INTERNATIONAL STUDY: GRADIENT BOOSTING OUTPERFORMS LOGISTIC REGRESSION TO PREDICT POST-ERCP PANCREATITIS

Livia Archibugi  ¹     Gianmarco Ciarfaglia  ²     Karina Cárdenas-Jaén  ³     Goran Poropat  ⁴     Taija Korpela  ⁵     Patrick Maisonneuve  ⁶     Jose Ramon Aparicio Tormo  ⁷     Juan Antonio Casella y Casellas  ⁸     Paolo Giorgio Arcidiacono  ⁹     Alberto Mariani  ¹⁰     Davor Stimac  ¹¹     Goran Hauser  ¹²     Marianne Udd  ¹³     Leena Kylänpää  ¹³     Mia Rainio  ¹⁴     Emilio Di Giulio  ¹⁵     Giuseppe Vanella  ¹⁵     Matthias Löhr  ¹⁶     Roberto Valente  ¹⁷     Urban Arnelo  ¹⁸     Niklas Fagerström  ¹⁸     Nicolò de Pretis  ¹⁹     Armando Gabbrielli  ¹⁹     Lorenzo Brozzi  ²⁰     Gabriele Capurso  ²¹     Enrique de-Madaria  ^22    
1 IRCCS San Raffaele Hospital, Milan, Italy
² N/A, Milan, Italy
³ General University Hospital of Alicante, Alicante, Spain
⁴ Clinical Hospital Center Rijeka, Rijeka, Croatia
⁵ Helsinki University Central Hospital, Helsinki, Finland
⁶ IEO, Milan, Italy
⁷ Alicante Institute for Health and Biomedical Research, Alicante, Spain
⁸ Hospital General Universitario, Alicante, Spain
⁹ Ospedale San Raffaele, Milan, Italy
¹⁰ San Raffaele Hospital, Milano, Italy
¹¹ University Hospital Rijeka, Rijeka, Croatia
¹² Clinical Hospital Centre, Rijeka, Croatia
¹³ University of Helsinki, Helsinki, Finland
¹⁴ Helsinki University Hospital and University of Helsinki, Helsinki, Finland
¹⁵ Ospedale Sant'Andrea, Roma, Italy
¹⁶ Karolinska Institutet, Stockholm, Sweden
¹⁷ Karolinska University Hospital and Karolinska Institutet, Department of Surgery CLINTEC, Stockholm, Sweden
¹⁸ Karolinska Institutet, CLINTEC, Division of Surgery, Stockholm, Sweden
¹⁹ University of Verona, Verona, Italy
²⁰ Gastroenterology and Digestive Endoscopy Unit, The Pancreas Institute, G.B. Rossi University Hospita, Verona, Italy
²¹ San Raffaele Scientific Institute Irccs, Rome, Italy
²² Hospital General Universitario de Alicante, Alicante, Spain

Session
Endoscopy and imaging (Posters)

Conference
UEG Week Virtual 2020

Citation
United European Gastroenterology Journal 2020; 8 (Supplement 1)