Develop a radiomics-based machine learning model to predict the stone-free rate post-percutaneous nephrolithotomy
Xin Chang Zou, Cheng Wei Luo, Rong Man Yuan, Meng Jin, Tao Zeng, Hai Chao Chao
Topics & Concepts
Receiver operating characteristicPercutaneous nephrolithotomyUnivariateArtificial intelligenceLogistic regressionMachine learningRandom forestLasso (programming language)Decision treeMedicineGradient boostingBoosting (machine learning)Computer scienceRadiologyMultivariate statisticsPercutaneousWorld Wide WebKidney Stones and Urolithiasis TreatmentsPaleopathology and ancient diseasesDiverticular Disease and Complications