Development and Validation of Machine Learning Models to Predict Readmission After Colorectal Surgery
Kevin A. Chen, Chinmaya U. Joisa, Karyn B. Stitzenberg, Jonathan M. Stem, José G. Guillem, Shawn M. Gomez, Muneera R. Kapadia
Topics & Concepts
MedicineLogistic regressionReceiver operating characteristicColorectal surgeryMachine learningRandom forestArtificial intelligenceGradient boostingColectomyIleusSurgeryColorectal cancerInternal medicineAbdominal surgeryComputer scienceCancerHeart Failure Treatment and ManagementEnhanced Recovery After SurgeryColorectal Cancer Surgical Treatments