Artificial neural network prediction of same-day discharge following primary total knee arthroplasty based on preoperative and intraoperative variables.

Chapman WeiTheodore QuanKevin Y WangAlex Gu Safa C FassihiCynthia A KahlenbergMichael-Alexander MalahiasJiabin Liu Savyasachi C ThakkarAlejandro Gonzalez Della VallePeter K Sculco

Published in: The bone & joint journal (2021)

Both ANN modelling and logistic regression analysis revealed clinically important factors in predicting patients who can undergo safely undergo same-day discharge from an outpatient TKA. The ANN model provides a beneficial approach to help determine which perioperative factors can predict same-day discharge as of 2018 perioperative recovery protocols. Cite this article: Bone Joint J 2021;103-B(8):1358-1366.

Keyphrases

neural network
total knee arthroplasty
patients undergoing
cardiac surgery
total hip
bone mineral density
single cell
soft tissue
acute kidney injury
postmenopausal women