Web2 days ago · This study presents a machine learning (ML) pipeline for clinical data classification in the context of a 30-day readmission problem, along with a fairness audit on subgroups based on sensitive attributes. A range of ML models are used for classification and the fairness audit is conducted on the model predictions. The fairness audit uncovers … WebReducing 28-day or 30-day readmissions has become an important aim for healthcare services, spurred in part by the introduction of financial incentives for hospitals with high readmission rates in the USA, England, Denmark, Germany and elsewhere.1 Unfortunately, many of the most effective interventions are costly, since they are multimodal and involve …
Strategies to Prevent Readmissions to Hospital for COPD: A ... - PubMed
WebJun 1, 2015 · Moreover, less is known about effective strategies to reduce readmission rates in cancer patients As it turns out, one approach that appears to reduce readmissions in oncology patients involves improving outpatient care transitions (with caveats) according to a Cleveland Clinic study that was featured at the annual meeting of the American ... Webreadmission P Value In person office visit 0.69 0.000 Telehealth visit 1.03 0.825 Metric 2024 baseline 2024 year end outcome 14 day visit rate post-discharge 64% 75% Readmission rate (Medicare) 15.0% 13.9% Effect of post discharge intervention on readmission rate by risk group Effect of provider type on readmission rate by risk group ipse army leave
How A Home Health Provider Slashed Its Readmission Rate By …
WebPatients with diabetes are known to have higher 30 day readmission rates (14.4-21.0%) compared to the general inpatient population (8.5-13.5%). The need to develop and test … WebThe primary objective of our systematic review was to identify and describe the domains of existing primary research on strategies aimed at reducing hospital readmissions among adult patients with COPD. We also aimed to identify existing gaps in the literature to facilitate future research efforts. A total of 843 studies were captured by the ... Webpreventing readmissions among minority populations. The goals of the guide are to provide: • An overview of key issues related to disparities in readmissions • A set of activities that … orchard cove nursing home vero beach