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1. (WO2018125419) AUTOMATIC PREDICTION OF PATIENT LENGTH OF STAY AND DETECTION OF MEDICAL CENTER READMISSION DIAGNOSES

Pub. No.:    WO/2018/125419    International Application No.:    PCT/US2017/061998
Publication Date: Fri Jul 06 01:59:59 CEST 2018 International Filing Date: Fri Nov 17 00:59:59 CET 2017
IPC: G06F 19/00
G06Q 50/22
Applicants: INTEL CORPORATION
Inventors: CHATTOPADHYAY, Rita
ALGOTAR, Kalpana A.
HARSHA, Amith
NARKHEDE, Ravindra V.
Title: AUTOMATIC PREDICTION OF PATIENT LENGTH OF STAY AND DETECTION OF MEDICAL CENTER READMISSION DIAGNOSES
Abstract:
Systems, apparatuses and methods may provide for technology that assigns confidence levels to data bins containing similarity data and length of stay data, wherein the similarity data and the length of stay data correspond to a plurality of previous admissions. Additionally, the confidence levels may be weighted based on a distribution metric that assigns higher weights to denser regions. A length of stay of a target admission may be predicted based on the weighted confidence levels.