Machine learning for the prediction of post-ERCP pancreatitis risk: A proof-of-concept study

Livia Archibugi; Gianmarco Ciarfaglia; Karina Cardenas-Jaen; Goran Poropat; Taija Korpela; Patrick Maisonneuve; Jose 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; Nicolo De Pretis; Armando Gabbrielli; Lorenzo Brozzi; Gabriele Capurso; Enrique de-Madaria

doi:10.1016/j.dld.2022.10.005

Machine learning for the prediction of post-ERCP pancreatitis risk: A proof-of-concept study

Livia Archibugi, Gianmarco Ciarfaglia, Karina Cardenas-Jaen, Goran Poropat, Taija Korpela, Patrick Maisonneuve, Jose 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 ArneloNiklas Fagerstrom, Nicolo De Pretis, Armando Gabbrielli, Lorenzo Brozzi, Gabriele Capurso, Enrique de-Madaria

Research output: Contribution to journal › Article › Scientific › peer-review

Original language	Finnish
Journal	Digestive and Liver Disease
Volume	55
Issue number	3
Pages (from-to)	387-393
Number of pages	7
ISSN	1590-8658
DOIs	https://doi.org/10.1016/j.dld.2022.10.005
Publication status	Published - Mar 2023
MoE publication type	A1 Journal article-refereed

Fields of Science

3121 General medicine, internal medicine and other clinical medicine

Access to Document

10.1016/j.dld.2022.10.005

Cite this

Archibugi, L., Ciarfaglia, G., Cardenas-Jaen, K., Poropat, G., Korpela, T., Maisonneuve, P., Aparicio, J. R., Casellas, J. A., Arcidiacono, P. G., Mariani, A., Stimac, D., Hauser, G., Udd, M., Kylänpää, L., Rainio, M., Di Giulio, E., Vanella, G., Lohr, J. M., Valente, R., ... de-Madaria, E. (2023). Machine learning for the prediction of post-ERCP pancreatitis risk: A proof-of-concept study. Digestive and Liver Disease, 55(3), 387-393. https://doi.org/10.1016/j.dld.2022.10.005

@article{97a4dfa5b746481fb3909b386c289d3f,

title = "Machine learning for the prediction of post-ERCP pancreatitis risk: A proof-of-concept study",

keywords = "Artificial intelligence, Ercp, Machine learning, Pancreatitis, 3121 Yleisl{\"a}{\"a}ketiede, sis{\"a}taudit ja muut kliiniset l{\"a}{\"a}ketieteet",

author = "Livia Archibugi and Gianmarco Ciarfaglia and Karina Cardenas-Jaen and Goran Poropat and Taija Korpela and Patrick Maisonneuve and Aparicio, {Jose R.} and Casellas, {Juan Antonio} and Arcidiacono, {Paolo Giorgio} and Alberto Mariani and Davor Stimac and Goran Hauser and Marianne Udd and Leena Kyl{\"a}np{\"a}{\"a} and Mia Rainio and {Di Giulio}, Emilio and Giuseppe Vanella and Lohr, {Johannes Matthias} and Roberto Valente and Urban Arnelo and Niklas Fagerstrom and {De Pretis}, Nicolo and Armando Gabbrielli and Lorenzo Brozzi and Gabriele Capurso and Enrique de-Madaria",

year = "2023",

month = mar,

doi = "10.1016/j.dld.2022.10.005",

language = "suomi",

volume = "55",

pages = "387--393",

journal = "Digestive and Liver Disease",

issn = "1590-8658",

publisher = "Elsevier B.V.",

number = "3",

}

Archibugi, L, Ciarfaglia, G, Cardenas-Jaen, K, Poropat, G, Korpela, T, Maisonneuve, P, Aparicio, JR, Casellas, JA, Arcidiacono, PG, Mariani, A, Stimac, D, Hauser, G, Udd, M, Kylänpää, L, Rainio, M, Di Giulio, E, Vanella, G, Lohr, JM, Valente, R, Arnelo, U, Fagerstrom, N, De Pretis, N, Gabbrielli, A, Brozzi, L, Capurso, G & de-Madaria, E 2023, 'Machine learning for the prediction of post-ERCP pancreatitis risk: A proof-of-concept study', Digestive and Liver Disease, vol. 55, no. 3, pp. 387-393. https://doi.org/10.1016/j.dld.2022.10.005

TY - JOUR

T1 - Machine learning for the prediction of post-ERCP pancreatitis risk

T2 - A proof-of-concept study

AU - Archibugi, Livia

AU - Ciarfaglia, Gianmarco

AU - Cardenas-Jaen, Karina

AU - Poropat, Goran

AU - Korpela, Taija

AU - Maisonneuve, Patrick

AU - Aparicio, Jose R.

AU - Casellas, Juan Antonio

AU - Arcidiacono, Paolo Giorgio

AU - Mariani, Alberto

AU - Stimac, Davor

AU - Hauser, Goran

AU - Udd, Marianne

AU - Kylänpää, Leena

AU - Rainio, Mia

AU - Di Giulio, Emilio

AU - Vanella, Giuseppe

AU - Lohr, Johannes Matthias

AU - Valente, Roberto

AU - Arnelo, Urban

AU - Fagerstrom, Niklas

AU - De Pretis, Nicolo

AU - Gabbrielli, Armando

AU - Brozzi, Lorenzo

AU - Capurso, Gabriele

AU - de-Madaria, Enrique

PY - 2023/3

Y1 - 2023/3

KW - Artificial intelligence

KW - Ercp

KW - Machine learning

KW - Pancreatitis

KW - 3121 Yleislääketiede, sisätaudit ja muut kliiniset lääketieteet

U2 - 10.1016/j.dld.2022.10.005

DO - 10.1016/j.dld.2022.10.005

M3 - Artikkeli

C2 - 36344369

SN - 1590-8658

VL - 55

SP - 387

EP - 393

JO - Digestive and Liver Disease

JF - Digestive and Liver Disease

IS - 3

ER -