Preoperative identification of early extrahepatic recurrence after hepatectomy for colorectal liver metastases: A machine learning approach
An easy-to-use online calculator was developed using ML to help clinicians predict the chance of EEHR after curative-intent resection for CRLM. This tool may help clinicians in decision-making related to treatment strategies for patients with CRLM.
Authors
- Muhammad Musaab Munir (ORCID: https://orcid.org/0000-0002-1513-2001)
- Luca Aldrighetti (ORCID: https://orcid.org/0000-0001-7729-2468)
- Minoru Kitago (ORCID: https://orcid.org/0000-0002-4909-1199)
- Andrea Ruzzenente (ORCID: https://orcid.org/0000-0001-6911-563X)
- Kazunari Sasaki (ORCID: https://orcid.org/0000-0003-2514-5778)
- Jun Kawashima (ORCID: https://orcid.org/0000-0003-1072-0776)
- Yutaka Endo (ORCID: https://orcid.org/0000-0001-7187-0124)
- Federico Aucejo (ORCID: https://orcid.org/0000-0001-7841-229X)
- Mujtaba Khalil (ORCID: https://orcid.org/0000-0001-8461-2677)
- Giovanni Catalano (ORCID: https://orcid.org/0000-0003-1440-7031)
- Timothy Michael Pawlik (ORCID: https://orcid.org/0000-0002-7994-9870)
- George A. Poultsides (ORCID: https://orcid.org/0000-0002-7584-0405)
- Sorin Alexandrescu (ORCID: https://orcid.org/0000-0002-2783-2769)
- Alfredo Guglielmi (ORCID: https://orcid.org/0000-0003-1713-4307)
- Selamawit Woldesenbet (ORCID: https://orcid.org/0000-0002-5023-3561)
- Odysseas P Chatzipanagiotou (ORCID: https://orcid.org/0009-0006-8377-0263)
- Itaru Endo
- Muhammad Muntazir Mehdi Khan (ORCID: https://orcid.org/0000-0001-7196-2328)
- Zayed Rashid
- Abdullah Altaf
- Diamantis I. Tsilimigras
Institutions
- University of Verona (IT)
- Cleveland Clinic (US)
- Keio University (JP)
- The Ohio State University Wexner Medical Center (US)
- IRCCS Ospedale San Raffaele (IT)
- Institutul Clinic Fundeni (RO)
- University of Rochester (US)
- Yokohama City University (JP)
- Stanford University (US)
Publication Details
- Journal
- World Journal of Surgery
- Published
- 2024-10-19
- DOI
- https://doi.org/10.1002/wjs.12376
- Citations
- 7
- Primary Topic
- Hepatocellular Carcinoma Treatment and Prognosis
- Type
- article
- Field-Weighted Citation Impact
- 2.59