Patent Application: Predicting ICU Patient Length of Stay

← USPTO Patent Applications

METHODS AND SYSTEMS FOR PREDICTING INTENSIVE CARE UNIT PATIENT LENGTH OF STAY

Application US20260088160A1 Kind: A1 Mar 26, 2026

Inventors

LOUIS NICOLAS ATALLAH, OMAR BADAWI, XINGGANG LIU, ROBIN FRENCH, PAMELA JAYNE AMELUNG JAYNE AMELUNG

Abstract

The present disclosure relates to methods and systems for predicting a length of stay (LOS) for a patient in an intensive care unit (ICU). As described herein, the methods and systems for generating a prediction of ICU LOS present improved performance over existing available predictive models. In certain embodiments, the methods described herein include: providing an ICU LOS prediction system; obtaining a plurality of records for a patient in an ICU covering at least a first time period; extracting a plurality of different defined ICU LOS prediction features for the patient; analyzing the extracted plurality of different defined ICU LOS prediction features using a trained developed ICU LOS prediction model; generating a prediction of ICU LOS for the patient based on the analysis; and presenting the generated prediction of ICU LOS for the patient via a user interface.

CPC Classifications

G16H 40/20 G16H 10/60

Filing Date

2023-09-14

Application No.

19109855

View original document →