2023
Developing Validated Tools to Identify Pulmonary Embolism in Electronic Databases: Rationale and Design of the PE-EHR+ Study
Bikdeli B, Lo Y, Khairani C, Bejjani A, Jimenez D, Barco S, Mahajan S, Caraballo C, Secemsky E, Klok F, Hunsaker A, Aghayev A, Muriel A, Wang Y, Hussain M, Appah-Sampong A, Lu Y, Lin Z, Aneja S, Khera R, Goldhaber S, Zhou L, Monreal M, Krumholz H, Piazza G. Developing Validated Tools to Identify Pulmonary Embolism in Electronic Databases: Rationale and Design of the PE-EHR+ Study. Thrombosis And Haemostasis 2023, 123: 649-662. PMID: 36809777, PMCID: PMC11200175, DOI: 10.1055/a-2039-3222.Peer-Reviewed Original ResearchConceptsElectronic health recordsNLP algorithmNatural language processing toolsLanguage processing toolsPrincipal discharge diagnosisICD-10 codesDischarge diagnosisNLP toolsChart reviewHealth systemProcessing toolsYale New Haven Health SystemPatient identificationElectronic databasesHealth recordsData validationHigh-risk PEPulmonary Embolism ResearchSecondary discharge diagnosisIdentification of patientsManual chart reviewNegative predictive valueCodeRadiology reportsAlgorithm
2005
Validity of Using an Electronic Medical Record for Assessing Quality of Care in an Outpatient Setting
Benin AL, Vitkauskas G, Thornquist E, Shapiro ED, Concato J, Aslan M, Krumholz HM. Validity of Using an Electronic Medical Record for Assessing Quality of Care in an Outpatient Setting. Medical Care 2005, 43: 691-698. PMID: 15970784, DOI: 10.1097/01.mlr.0000167185.26058.8e.Peer-Reviewed Original ResearchConceptsElectronic medical recordsManagement of pharyngitisMedical recordsHealth Plan Employer DataDiagnostic testsEpisode of pharyngitisOutpatient electronic medical recordsProportion of episodesDiagnosis of pharyngitisOutpatient settingTotal episodesPharyngitisEmployer DataElectronic databasesDiagnostic testingClinical encountersMeasures of qualityEpisodesComplete evaluationCareAssessing QualityPediatricsYearsProportionDiagnosis