2020
A Prototype Application to Identify LGBT Patients in Clinical Notes
Workman T, Goulet J, Brandt C, Skanderson M, Wang R, Warren A, Eleazer J, Gordon K, Zeng-Treitler Q. A Prototype Application to Identify LGBT Patients in Clinical Notes. 2020, 00: 4270-4275. DOI: 10.1109/bigdata50022.2020.9378109.Peer-Reviewed Original ResearchElectronic health record notesPrototype applicationLGBT patientsRule-based patternLarge data sourcesBinary classification taskRecord notesData scientistsMachine learningClassification taskPositive predictive valueData researchData sourcesTest setClinical relevancePredictive valueHealthcare providersPatientsClinical notesHealth disparitiesLittle workDisproportional burdenApplicationsTaskLearning
2015
Laplacian SVM Based Feature Selection Improves Medical Event Reports Classification
Fodeh S, Miller P, Brandt C, Benin A, Lee K, Koss M. Laplacian SVM Based Feature Selection Improves Medical Event Reports Classification. 2015, 449-454. DOI: 10.1109/icdmw.2015.141.Peer-Reviewed Original Research