Machine Learning-Based Prediction Models for 30-Day Readmission after Hospitalization for Chronic Obstructive Pulmonary Disease.

In this study using nationwide administrative data in Japan, machine learning models improved the prediction of 30-day readmission after COPD hospitalization compared with a conventional model.AbbreviationsADLactivities of daily livingCOPDchronic obstructive pulmonary diseaseCMSCenters for Medicare and Medicaid ServicesDPCDiagnosis Procedure CombinationICD-10-CMInternational Classification of Diseases, Tenth Revision, Clinical ModificationROCreceiver-operating-characteristic. PMID: 31709851 [PubMed - as supplied by publisher]

https://www.ncbi.nlm.nih.gov/pubmed/31709851?dopt=Abstract

Source: COPD: Journal of Chronic Obstructive Pulmonary Disease - November 13, 2019 Category: Respiratory Medicine Tags: COPD Source Type: research