Jana Zielonka, MD
Clinical FellowDownloadHi-Res Photo
About
Titles
Clinical Fellow
Biography
Jana was born in Brooklyn, NY. As an undergraduate, she attended Yale University where she majored in music. She attended medical school at Weill Cornell Medical College and completed her residency training in Internal Medicine at Yale. Outside of medicine, Jana enjoys playing piano, crossword puzzles and hiking with her German Shepherd, Jacob.
Departments & Organizations
Education & Training
- MD
- Weill Cornell Medical College (2015)
Research
Research at a Glance
Yale Co-Authors
Frequent collaborators of Jana Zielonka's published research.
Maor Sauler, MD
Shannon Kay
Publications
2024
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, 11: 611-623. PMID: 39423339, PMCID: PMC11703024, DOI: 10.15326/jcopdf.2024.0556.Peer-Reviewed Original ResearchConceptsElectronic 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