Article
A Novel Classification of Intrahepatic Cholangiocarcinoma Phenotypes Using Machine Learning Techniques: An International Multi-Institutional Analysis.
Annals of surgical oncology - 1 Dec 2020
Tsilimigras Diamantis I, Hyer J Madison, Paredes Anghela Z, Diaz Adrian, Moris Dimitrios, Guglielmi Alfredo, Aldrighetti Luca, Weiss Matthew, Bauer Todd W, Alexandrescu Sorin, Poultsides George A, Maithel Shishir K, Marques Hugo P, Martel Guillaume, Pulitano Carlo, Shen Feng, Soubrane Olivier, Koerkamp Bas Groot, Endo Itaru, Pawlik Timothy M
Abstract excerpt
INTRODUCTION: Patients with intrahepatic cholangiocarcinoma (ICC) generally have a poor prognosis, yet there can be heterogeneity in the patterns of presentation and associated outcomes. We sought to identify clusters of ICC patients based on preoperative characteristics that may have distinct outcomes based on differing patterns of presentation. METHODS: Patients undergoing curative-intent resection of ICC...
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