2024
Occurrence of Opioid Related Neurocognitive Symptoms Associated with long-term Opioid Therapy.
León C, Sung M, Reisman J, Liu W, Kerns R, Gordon K, Mitra A, Kwon S, Yu H, Becker W, Li W. Occurrence of Opioid Related Neurocognitive Symptoms Associated with long-term Opioid Therapy. The Clinical Journal Of Pain 2024 PMID: 39682036, DOI: 10.1097/ajp.0000000000001266.Peer-Reviewed Original ResearchLong-term opioid therapyElectronic health recordsIncidence rate ratiosOpioid-related harmsSubstance use disordersNeurocognitive symptomsHazard ratioPatients prescribed long-term opioid therapyVeterans Health AdministrationCalculated incidence ratesAssociated with increased likelihoodChronic obstructive pulmonary diseasePost-traumatic stress disorderHealth recordsProportional hazards modelRetrospective cohort studyObstructive pulmonary diseaseHealth AdministrationRate ratiosIncidence rateCohort studyTraumatic brain injuryClinical notesExtract dataHazards model
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