Deep Learning and Multivariable Models Select EVAR Patients for Short-Stay Discharge

Devin S. Zarkowsky, , Itay Hubara, Caitlin W. Hicks, Philip P. Goodney & Mahmoud B. Malas
Objectives:We sought to develop a prediction score with data from the Vascular Quality Initiative (VQI) EVAR in efforts to assist endovascular specialists in deciding whether or not a patient is appropriate for short-stay discharge.Background:Small series describe short-stay discharge following elective EVAR. Our study aims to quantify characteristics associated with this decision.Methods:The VQI EVAR and NSQIP datasets were queried. Patients who underwent elective EVAR recorded in VQI, between 1/2010-5/2017 were split 2:1 into test and analytic...
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