Explainable and visualizable machine learning models to predict biochemical recurrence of prostate cancer
Wenhao Lu, Lin Zhao, Shenfan Wang, Huiyong Zhang, Kangxian Jiang, Jin Ji, Shaohua Chen, Chengbang Wang, Chunmeng Wei, Rongbin Zhou, Zuheng Wang, Xiao Li, Fubo Wang, Xuedong Wei, Wenlei Hou
Topics & Concepts
InterpretabilityMedicineArtificial intelligenceLasso (programming language)Proportional hazards modelDecision treeProstate cancerBiochemical recurrenceRandom forestMachine learningRegressionSupport vector machineBoosting (machine learning)Gradient boostingRegression analysisInternal medicineOncologyStatisticsCancerProstatectomyComputer scienceMathematicsWorld Wide WebProstate Cancer Diagnosis and TreatmentExplainable Artificial Intelligence (XAI)AI in cancer detection