Development and validation of an artificial intelligence prediction model and a survival risk stratification for lung metastasis in colorectal cancer from highly imbalanced data: A multicenter retrospective study
Weiyuan Zhang, Xu Guan, Shuai Jiao, Guiyu Wang, Xishan Wang
Topics & Concepts
Feature selectionRandom forestUnivariateReceiver operating characteristicDecision treeMedicineArtificial intelligenceColorectal cancerLogistic regressionSupport vector machineMultivariate statisticsMachine learningOncologyInternal medicinePredictive modellingComputer scienceCancerRadiomics and Machine Learning in Medical ImagingLung Cancer Diagnosis and TreatmentHepatocellular Carcinoma Treatment and Prognosis