EASY-APP: An artificial intelligence model and application for early and easy prediction of severity in acute pancreatitis.

Journal: Clinical and translational medicine
Published Date: Jun 1, 2022

Abstract

BACKGROUND: Acute pancreatitis (AP) is a potentially severe or even fatal inflammation of the pancreas. Early identification of patients at high risk for developing a severe course of the disease is crucial for preventing organ failure and death. Most of the former predictive scores require many parameters or at least 24 h to predict the severity; therefore, the early therapeutic window is often missed.

Authors

  • Balázs Kui
    Department of Medicine, University of Szeged, Szeged, Hungary.
  • József Pintér
    Human and Social Data Science Lab, Budapest University of Technology and Economics, Műegyetem rkp. 3, Budapest, 1111, Hungary.
  • Roland Molontay
    Human and Social Data Science Lab, Budapest University of Technology and Economics, Műegyetem rkp. 3, Budapest, 1111, Hungary.
  • Marcell Nagy
    Human and Social Data Science Lab, Budapest University of Technology and Economics, Műegyetem rkp. 3, Budapest, 1111, Hungary.
  • Nelli Farkas
    Institute for Translational Medicine, Szentágothai Research Centre, Medical School, University of Pécs, Szigeti út 12., II. Emelet, Pécs, 7624, Hungary.
  • Noémi Gede
    Institute for Translational Medicine, Szentágothai Research Centre, Medical School, University of Pécs, Pécs, Hungary.
  • Áron Vincze
    Division of Gastroenterology, First Department of Medicine, Medical School, University of Pécs, Ifjúság út 13, Pécs, 7624, Hungary.
  • Judit Bajor
    Division of Gastroenterology, First Department of Medicine, University of Pécs, Medical School, Pécs, Hungary.
  • Szilárd Gódi
    Division of Gastroenterology, First Department of Medicine, University of Pécs, Medical School, Pécs, Hungary.
  • József Czimmer
    Division of Gastroenterology, First Department of Medicine, University of Pécs, Medical School, Pécs, Hungary.
  • Imre Szabó
    Division of Gastroenterology, First Department of Medicine, University of Pécs, Medical School, Pécs, Hungary.
  • Anita Illés
    Division of Gastroenterology, First Department of Medicine, University of Pécs, Medical School, Pécs, Hungary.
  • Patrícia Sarlós
    Division of Gastroenterology, First Department of Medicine, University of Pécs, Medical School, Pécs, Hungary.
  • Roland Hágendorn
    Division of Gastroenterology, First Department of Medicine, University of Pécs, Medical School, Pécs, Hungary.
  • Gabriella Pár
    Division of Gastroenterology, First Department of Medicine, University of Pécs, Medical School, Pécs, Hungary.
  • Mária Papp
    Department of Gastroenterology, Institute of Internal Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary.
  • Zsuzsanna Vitális
    Department of Gastroenterology, Institute of Internal Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary.
  • György Kovács
    Department of Gastroenterology, Institute of Internal Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary.
  • Eszter Fehér
    Department of Gastroenterology, Institute of Internal Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary.
  • Ildikó Földi
    Department of Gastroenterology, Institute of Internal Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary.
  • Ferenc Izbéki
    Department of Internal Medicine, Szent György Teaching Hospital of County Fejér, Seregélyesi út 3, Székesfehérvár, 8000, Hungary.
  • László Gajdán
    Szent György Teaching Hospital of County Fejér, Székesfehérvár, Hungary.
  • Roland Fejes
    Szent György Teaching Hospital of County Fejér, Székesfehérvár, Hungary.
  • Balázs Csaba Németh
    Department of Medicine, University of Szeged, Szeged, Hungary.
  • Imola Török
    County Emergency Clinical Hospital of Târgu Mures-Gastroenterology Clinic and University of Medicine, Pharmacy, Sciences and Technology 'George Emil Palade', Targu Mures, Romania.
  • Hunor Farkas
    County Emergency Clinical Hospital of Târgu Mures-Gastroenterology Clinic and University of Medicine, Pharmacy, Sciences and Technology 'George Emil Palade', Targu Mures, Romania.
  • Artautas Mickevicius
    Vilnius University Hospital Santaros Clinics, Clinics of Abdominal Surgery, Nephrourology and Gastroenterology, Faculty of Medicine, Vilnius University, Santariškių g. 2, 08410, Vilnius, Lithuania.
  • Ville Sallinen
    Department of Transplantation and Liver Surgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland.
  • Shamil Galeev
    Saint Luke Clinical Hospital, St. Petersburg, Russia.
  • Elena Ramírez-Maldonado
    Department of General Surgery, Consorci Sanitari del Garraf, Sant Pere de Ribes, Spain.
  • Andrea Párniczky
    Institute for Translational Medicine, Szentágothai Research Centre, Medical School, University of Pécs, Szigeti út 12., II. Emelet, Pécs, 7624, Hungary.
  • Bálint Erőss
    Centre for Translational Medicine, Semmelweis University, Üllői út 26, Budapest, 1085, Hungary.
  • Péter Jenő Hegyi
    Centre for Translational Medicine, Semmelweis University, Üllői út 26, Budapest, 1085, Hungary.
  • Katalin Márta
    Centre for Translational Medicine, Semmelweis University, Üllői út 26, Budapest, 1085, Hungary.
  • Szilárd Váncsa
    Institute for Translational Medicine, Szentágothai Research Centre, Medical School, University of Pécs, Szigeti út 12., II. Emelet, Pécs, 7624, Hungary.
  • Robert Sutton
    Institute of Systems, Molecular and Integrative Biology, University of Liverpool and Liverpool University Hospitals NHS Foundation Trust, Liverpool, England, UK.
  • Peter Szatmary
    Institute of Systems, Molecular and Integrative Biology, University of Liverpool and Liverpool University Hospitals NHS Foundation Trust, Liverpool, England, UK.
  • Diane Latawiec
    Institute of Systems, Molecular and Integrative Biology, University of Liverpool and Liverpool University Hospitals NHS Foundation Trust, Liverpool, England, UK.
  • Chris Halloran
    Institute of Systems, Molecular and Integrative Biology, University of Liverpool and Liverpool University Hospitals NHS Foundation Trust, Liverpool, England, UK.
  • Enrique de-Madaria
    Gastroenterology Department, Alicante University General Hospital, ISABIAL, Alicante, Spain.
  • Elizabeth Pando
    Department of Hepato-Pancreato-Biliary and Transplant Surgery, Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain.
  • Piero Alberti
    Department of Hepato-Pancreato-Biliary and Transplant Surgery, Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain.
  • Maria José Gómez-Jurado
    Department of Hepato-Pancreato-Biliary and Transplant Surgery, Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain.
  • Alina Tantau
    The 4th Medical Clinic, Iuliu Hatieganu' University of Medicine and Pharmacy, Cluj-Napoca, Romania.
  • Andrea Szentesi
    Doctoral School of Clinical Medicine, Faculty of Medicine, University of Szeged, Szeged, 6720, Hungary. szentesiai@gmail.com.
  • Péter Hegyi
    Centre for Translational Medicine, Semmelweis University, Budapest, Hungary.

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