Identification of Severe Acute Exacerbations of Chronic Obstructive Pulmonary Disease Subgroups by Machine Learning Implementation in Electronic Health Records.
Li H, Huston J, Zielonka J, Kay S, Sauler M, Gomez J. Identification of Severe Acute Exacerbations of Chronic Obstructive Pulmonary Disease Subgroups by Machine Learning Implementation in Electronic Health Records. Chronic Obstructive Pulmonary Diseases Journal Of The COPD Foundation 2024 PMID: 39423339, DOI: 10.15326/jcopdf.2024.0556.Peer-Reviewed Original ResearchElectronic health recordsMachine learningAcute exacerbation of COPDAdoption of electronic health recordsHealth recordsMachine learning implementationElectronic health record dataImplementation of MLEHR-derived dataML implementationChronic obstructive pulmonary disease subgroupCOVID-19 cohortSevere acute exacerbation of COPDClinical careExacerbation of COPDAcute exacerbationRetrospective cohort of patientsLearning implementationSeverity of acute exacerbations of COPDMachineRelevant subgroupsRetrospective cohortImplementationCohortCohort of patients