Regression and Random Forest Machine Learning Have Limited Performance in Predicting Bowel Preparation in Veteran Population
Jacob E. Kurlander, Akbar K. Waljee, Stacy B. Menees, Rachel Lipson, Alex N. Kokaly, A. Read, Karmel S. Shehadeh, Amy Cohn, Sameer D. Saini
Topics & Concepts
Brier scoreColonoscopyRandom forestMedicineLogistic regressionReceiver operating characteristicCohortVeterans AffairsRetrospective cohort studyMachine learningPopulationCohort studyArtificial intelligenceInternal medicineColorectal cancerComputer scienceCancerEnvironmental healthColorectal Cancer Screening and DetectionMedical Device Sterilization and DisinfectionEnhanced Recovery After Surgery