A web-based machine-learning algorithm predicting postoperative acute kidney injury after total knee arthroplasty - Ko, Sunho; Jo, Changwung; Chang, Chong Bum; Lee, Yong Seuk; Moon, Young-Wan; Youm, Jae woo; Han, Hyuk-Soo; Lee, Myung Chul; Lee, Hajeong; Ro, Du Hyun (Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA, 2022)
Keywords: Acute Kidney Injury - diagnosis; Acute Kidney Injury - epidemiology; Acute Kidney Injury - etiology; Aldosterone; Algorithms; Anesthesia; Angiotensin; Arthroplasty (knee); Arthroplasty, Replacement, Knee - adverse effects; Calibration; Confidence intervals; Creatinine; End-stage renal disease; Hospitals; Humans; Internet; Joint replacement surgery; Joint surgery; Kidney diseases; Kidneys; Knee; Learning algorithms; Machine Learning; Male; Medicine; Medicine & Public Health; Orthopedics; Patients; Performance prediction; Postoperative Complications - diagnosis; Postoperative Complications - epidemiology; Postoperative Complications - etiology; Postoperative period; Prediction models; Renin; Retrospective Studies; Risk analysis; Risk Assessment; Risk Factors; Sports Medicine; Statistical analysis; End-stage renal disease; Total knee arthroplasty; Total knee replacement; Acute kidney injury; Machine learning; Prediction