Development and Validation of a Machine-Learning Model to Predict Early Recurrence of Intrahepatic Cholangiocarcinoma
Laura Alaimo, Henrique A. Lima, Zorays Moazzam, Yutaka Endo, Jason Yang, Andrea Ruzzenente, Alfredo Guglielmi, Luca Aldrighetti, Matthew J. Weiss, Todd W. Bauer, Sorin Alexandrescu, George A. Poultsides, Shishir K. Maithel, Hugo P. Marques, Guillaume Martel, Carlo Pulitanò, Feng Shen, François Cauchy, Bas Groot Koerkamp, Itaru Endo, Minoru Kitago, Timothy M. Pawlik
Topics & Concepts
MedicineInterquartile rangeHepatectomySurgical oncologyReceiver operating characteristicPerineural invasionLogistic regressionInternal medicineMachine learningRandom forestArea under the curveIncidence (geometry)Intrahepatic CholangiocarcinomaArtificial intelligenceGastroenterologyOncologySurgeryCancerOpticsPhysicsResectionComputer scienceCholangiocarcinoma and Gallbladder Cancer StudiesHepatocellular Carcinoma Treatment and PrognosisGallbladder and Bile Duct Disorders