Prediction of the occurrence of calcium oxalate kidney stones based on clinical and gut microbiota characteristics - Xiang, Liyuan; Jin, Xi; Liu, Yu; Ma, Yucheng; Jian, Zhongyu; Wei, Zhitao; Li, Hong; Li, Yi; Wang, Kunjie (World journal of urology, 2022)
Keywords: Calcium oxalate; Calcium Oxalate - analysis; Calculi; Case-Control Studies; Female; Gastrointestinal Microbiome; Gut microbiota; Humans; Intestinal microflora; Kidney Calculi - chemistry; Kidney Calculi - etiology; Kidney stones; Kidneys; Learning algorithms; Machine learning; Male; Medicine; Medicine & Public Health; Microbiota; Middle Aged; Nephrolithiasis; Nephrology; Oncology; Original; Original Article; Oxalic acid; Patients; Prognosis; Urology; Gut microbiota; Clinical data; Random forest; Kidney calcium oxalate stones; Prediction model