Utilisation of artificial intelligence for the development of an EUS-convolutional neural network model trained to enhance the diagnosis of autoimmune pancreatitis

Neil B Marya; Patrick D Powers; Suresh T Chari; Ferga C Gleeson; Cadman L Leggett; Barham K Abu Dayyeh; Vinay Chandrasekhara; Prasad G Iyer; Shounak Majumder; Randall K Pearson; Bret T Petersen; Elizabeth Rajan; Tarek Sawas; Andrew C Storm; Santhi S Vege; Shigao Chen; Zaiyang Long; David M Hough; Kristin Mara; Michael J Levy

doi:10.1136/gutjnl-2020-322821

Article info

Pancreas

Original research

Utilisation of artificial intelligence for the development of an EUS-convolutional neural network model trained to enhance the diagnosis of autoimmune pancreatitis

Authors

Neil B Marya Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA PubMed articles Google scholar articles
Patrick D Powers Independent Researcher, Chelsea, Massachusetts, USA PubMed articles Google scholar articles
Suresh T Chari Gastroenterology, Hepatology and Nutrition, University of Texas MD Anderson Cancer Center, Houston, Texas, USA PubMed articles Google scholar articles
Ferga C Gleeson Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA PubMed articles Google scholar articles
Cadman L Leggett Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA PubMed articles Google scholar articles
Barham K Abu Dayyeh Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA PubMed articles Google scholar articles
Vinay Chandrasekhara Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA PubMed articles Google scholar articles
Prasad G Iyer Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA PubMed articles Google scholar articles
Shounak Majumder Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA PubMed articles Google scholar articles
Randall K Pearson Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA PubMed articles Google scholar articles
Bret T Petersen Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA PubMed articles Google scholar articles
Elizabeth Rajan Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA PubMed articles Google scholar articles
Tarek Sawas Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA PubMed articles Google scholar articles
Andrew C Storm Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA PubMed articles Google scholar articles
Santhi S Vege Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA PubMed articles Google scholar articles
Shigao Chen Diagnostic Radiology, Mayo Clinic, Rochester, Minnesota, USA PubMed articles Google scholar articles
Zaiyang Long Diagnostic Radiology, Mayo Clinic, Rochester, Minnesota, USA PubMed articles Google scholar articles
David M Hough Diagnostic Radiology, Mayo Clinic, Rochester, Minnesota, USA PubMed articles Google scholar articles
Kristin Mara Biomedical Statistics and Informatics, Mayo Clinic Rochester, Rochester, Minnesota, USA PubMed articles Google scholar articles
Michael J Levy Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA PubMed articles Google scholar articles

Citation

Marya NB, Powers PD, Chari ST, et al

Utilisation of artificial intelligence for the development of an EUS-convolutional neural network model trained to enhance the diagnosis of autoimmune pancreatitis

Gut 2021;70:1335-1344.

Publication history

Received August 13, 2020
Revised September 10, 2020
Accepted September 15, 2020
First published October 7, 2020.

Online issue publication

January 08, 2022

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