Development of an artificial intelligence-based model to predict early recurrence of neuroendocrine liver metastasis after resection.

Journal: Journal of gastrointestinal surgery : official journal of the Society for Surgery of the Alimentary Tract
PMID:

Abstract

PURPOSE: We sought to develop an artificial intelligence (AI)-based model to predict early recurrence (ER) after curative-intent resection of neuroendocrine liver metastases (NELMs).

Authors

  • Abdullah Altaf
    Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA.
  • Muhammad Musaab Munir
    Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, United States.
  • Yutaka Endo
    Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, USA.
  • Muhammad Muntazir M Khan
    Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA.
  • Zayed Rashid
    Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA.
  • Mujtaba Khalil
    Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA.
  • Alfredo Guglielmi
    Department of Surgery, University of Verona, Verona, Italy.
  • Luca Aldrighetti
    Division of Hepatobiliary Surgery, IRCCS San Raffaele Hospital, Milano, Italy.
  • Todd W Bauer
    School of Medicine, University of Virginia, 1215 Lee St, Charlottesville, VA 22903 USA.
  • Hugo P Marques
    Department of Surgery, Curry Cabral Hospital, Lisbon, Portugal.
  • Guillaume Martel
    Department of Surgery, University of Ottawa, Ottawa, ON, Canada.
  • Vincent Lam
    Department of Surgery, Westmead Hospital, Sydney, NSW, Australia.
  • Mathew J Weiss
    Department of Surgery, Johns Hopkins Medicine, Baltimore, MD, United States.
  • Ryan C Fields
    Washington University School of Medicine, St. Louis, Missouri.
  • George Poultsides
    Department of Surgery, Stanford University, Stanford, CA, United States.
  • Shishir K Maithel
    Division of Surgical Oncology, Department of Surgery, Winship Cancer Institute, Emory University, Atlanta, GA, USA. Electronic address: smaithe@emory.edu.
  • Itaru Endo
    Department of Gastroenterological Surgery Yokohama City University Graduate School of Medicine Yokohama Japan.
  • Timothy M Pawlik
    Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Cancer Hospital and Solove Research Institute, Columbus, OH.