2024
Long‐Term Mortality Predictors Using a Machine‐Learning Approach in Patients With Chronic Limb‐Threatening Ischemia After Peripheral Vascular Intervention
Callegari S, Romain G, Cleman J, Scierka L, Jacque F, Smolderen K, Mena‐Hurtado C. Long‐Term Mortality Predictors Using a Machine‐Learning Approach in Patients With Chronic Limb‐Threatening Ischemia After Peripheral Vascular Intervention. Journal Of The American Heart Association 2024, 13: e034477. PMID: 38761075, PMCID: PMC11179837, DOI: 10.1161/jaha.124.034477.Peer-Reviewed Original ResearchConceptsChronic limb-threatening ischemiaPeripheral vascular interventionsHealth careLimb-threatening ischemiaMortality predictorsLong-term mortality riskMultidimensional risk factorsBody mass indexLong-term mortality predictorsImprove individualized careVascular interventionsIndividualized careAssisted careBiopsychosocial modelMortality riskCareMass indexRisk factorsMedical comorbiditiesRisk profileInterventionMortality rateChronic kidney diseaseMortalityPredictive variables
2023
Chronic Cough: Characterizing and Quantifying Burden in Adults Using a Nationwide Electronic Health Records Database
Scierka L, Bradley B, Glynn E, Davis S, Hoffman M, Tam-Williams J, Mena-Hurtado C, Smolderen K. Chronic Cough: Characterizing and Quantifying Burden in Adults Using a Nationwide Electronic Health Records Database. Journal Of Healthcare Informatics Research 2023, 8: 50-64. PMID: 38273985, PMCID: PMC10805682, DOI: 10.1007/s41666-023-00150-5.Peer-Reviewed Original ResearchChronic coughChronic cough patientsAcute coughCough patientsElectronic health record databaseChronic pulmonary diseaseHealth care utilizationEHR-based dataHealth record databaseCough phenotypesCough episodesPulmonary diseaseCare utilizationDiseases codesCommon conditionCoughInternational ClassificationMore outpatientUnknown raceRecord databaseRisk profileOlder ageCohortEHR databaseQuantifying burden