PREOPERATIVE PREDICTION AND RISK FACTOR IDENTIFICATION OF HOSPITAL LENGTH OF STAY FOR TOTAL JOINT ARTHROPLASTY PATIENTS USING MACHINE LEARNING

Background: The aim of this study was to improve understanding of hospital length of stay (LOS) in patients undergoing total joint arthroplasty (TJA) in a high-efficiency, hospital-based pathway.Methods: We retrospectively reviewed 1401 consecutive primary and revision TJA patients across 67 patient and preoperative care characteristics from 2016 t

Abstract A wearable artificial kidney (WAK) stands poised to offer dialysis treatment with maximal temporal and spatial flexibility for end-stage renal disease (ESRD) patients, while portability has not yet been achieved due to difficulties in portable purification.The ion Homephone Batteries concentration polarization (ICP), one of the nanoelectro