Predicting and preventing acute care re-utilization by patients with diabetes

DJ Rubin, AA Shah - Current Diabetes Reports, 2021 - Springer
Abstract Purpose of Review Acute care re-utilization, ie, hospital readmission and post-
discharge Emergency Department (ED) use, is a significant driver of healthcare costs and a …

Effect of pharmacy-supported transition-of-care interventions on 30-day readmissions: a systematic review and meta-analysis

CR Rodrigues, AR Harrington… - Annals of …, 2017 - journals.sagepub.com
Objective: To describe pharmacy-supported transition-of-care (TOC) interventions and
determine their effect on 30-day all-cause readmissions. Data Sources: MEDLINE/PubMed …

A bias evaluation checklist for predictive models and its pilot application for 30-day hospital readmission models

HE Wang, M Landers, R Adams… - Journal of the …, 2022 - academic.oup.com
Objective Health care providers increasingly rely upon predictive algorithms when making
important treatment decisions, however, evidence indicates that these tools can lead to …

An improved support vector machine-based diabetic readmission prediction

S Cui, D Wang, Y Wang, PW Yu, Y Jin - Computer methods and programs …, 2018 - Elsevier
Background and objective In healthcare systems, the cost of unplanned readmission
accounts for a large proportion of total hospital payment. Hospital-specific readmission rate …

AI in patient flow: applications of artificial intelligence to improve patient flow in NHS acute mental health inpatient units

FM Dawoodbhoy, J Delaney, P Cecula, J Yu, I Peacock… - Heliyon, 2021 - cell.com
Introduction Growing demand for mental health services, coupled with funding and resource
limitations, creates an opportunity for novel technological solutions including artificial …

Risk factors associated with prolonged hospital length-of-stay: 18-year retrospective study of hospitalizations in a tertiary healthcare center in Mexico

BA Marfil-Garza, PF Belaunzarán-Zamudio… - PloS one, 2018 - journals.plos.org
Background Hospital length-of-Stay has been traditionally used as a surrogate to evaluate
healthcare efficiency, as well as hospital resource utilization. P rolonged L ength-o fs tay …

Assessment of machine learning vs standard prediction rules for predicting hospital readmissions

DJ Morgan, B Bame, P Zimand, P Dooley… - JAMA network …, 2019 - jamanetwork.com
Importance Hospital readmissions are associated with patient harm and expense. Ways to
prevent hospital readmissions have focused on identifying patients at greatest risk using …

Reducing chronic obstructive pulmonary disease hospital readmissions. An official American Thoracic Society workshop report

VG Press, DH Au, J Bourbeau… - Annals of the …, 2019 - atsjournals.org
Chronic obstructive pulmonary disease (COPD) is the third leading cause of hospital
readmissions in the United States. The quality of care delivered to patients with COPD is …

A user-centric smart product-service system development approach: A case study on medication management for the elderly

D Chang, Z Gu, F Li, R Jiang - Advanced Engineering Informatics, 2019 - Elsevier
With the advancement in Internet implementations, computational intelligence and network
technologies, smart product-service system (SPSS) has become an important research area …

Medication adherence as a predictor of 30-day hospital readmissions

OZ Rosen, R Fridman, BT Rosen, R Shane… - Patient preference …, 2017 - Taylor & Francis
Purpose The aim of this study was to test whether patient medication adherence, a
modifiable risk factor obtainable at hospital admission, predicts readmission within 30 days …