Usability of machine learning algorithms based on electronic health records for the prediction of acute kidney injury and transition to acute kidney disease: A proof of concept study - Ruinelli, Lorenzo; Cippà, Pietro; Sieber, Chantal; Di Serio, Clelia; Ferrari, Paolo; Bellasi, Antonio (PloS one, 2025)
Keywords: Acute Kidney Injury - diagnosis; Acute renal failure; Adult; Aged; Algorithms; Analysis; Artificial intelligence; Biology and Life Sciences; Computer and Information Sciences; Development and progression; Diagnosis; Electronic Health Records; Electronic medical records; Electronic records; Female; Health aspects; Hospitalization; Hospitals; Humans; Kidney diseases; Kidneys; Laboratories; Learning algorithms; Machine Learning; Male; Medical records; Medicine and Health Sciences; Middle Aged; Mortality; Patients; Proof of Concept Study; Renal failure; Renal function; Retrospective Studies; Risk factors; Switzerland