2024
M145 Assessing Provider Readiness to Implement Pre-Exposure Prophylaxis for HIV Prevention and Medications for Opioid Use Disorder Among People who Inject Drugs
Pickering E, Sung M, Bailey G, Buchelli M, Davidson D, Jenkins M, John B, Kolakowski J, Maier L, Porter E, Perez O, Rash C, Edelman E, Viera A. M145 Assessing Provider Readiness to Implement Pre-Exposure Prophylaxis for HIV Prevention and Medications for Opioid Use Disorder Among People who Inject Drugs. Drug And Alcohol Dependence 2024, 260: 110425. DOI: 10.1016/j.drugalcdep.2023.110425.Peer-Reviewed Original ResearchT93 Readiness to Implement Contingency Management to Promote PrEP Initiation and Adherence Among People who Inject Drugs
Viera A, Pickering E, Sung M, Bailey G, Buchelli M, Davidson D, Jenkins M, John B, Kolakowski J, Maier L, Porter E, Perez O, Edelman E, Rash C. T93 Readiness to Implement Contingency Management to Promote PrEP Initiation and Adherence Among People who Inject Drugs. Drug And Alcohol Dependence 2024, 260: 110542. DOI: 10.1016/j.drugalcdep.2023.110542.Peer-Reviewed Original ResearchODD: A Benchmark Dataset for the Natural Language Processing Based Opioid Related Aberrant Behavior Detection.
Kwon S, Wang X, Liu W, Druhl E, Sung M, Reisman J, Li W, Kerns R, Becker W, Yu H. ODD: A Benchmark Dataset for the Natural Language Processing Based Opioid Related Aberrant Behavior Detection. Annual Meeting 2024, 2024: 4338-4359. PMID: 39224833, PMCID: PMC11368170.Peer-Reviewed Original ResearchBenchmark datasetsState-of-the-art natural language processing modelsNatural language processing modelsState-of-the-artLanguage processing modelsAberrant behaviorDetection datasetMacro-average areaBehavior detectionPrecision recall curveDiagnosed opioid dependencePerformance improvementRecall curveDatasetProcess modelExperimental resultsCentral nervous system-relatedOpioid dependenceNervous system-relatedMedication changesOpioidBenchmarksODD: A Benchmark Dataset for the Natural Language Processing Based Opioid Related Aberrant Behavior Detection
Kwon S, Wang X, Liu W, Druhl E, Sung M, Reisman J, Li W, Kerns R, Becker W, Yu H. ODD: A Benchmark Dataset for the Natural Language Processing Based Opioid Related Aberrant Behavior Detection. 2024, 4338-4359. DOI: 10.18653/v1/2024.naacl-long.244.Peer-Reviewed Original Research
2023
The Association of Prescribed Opioids and Incident Cardiovascular Disease
Sung M, Eden S, Becker W, Crystal S, Duncan M, Gordon K, Kerns R, Kundu S, Freiberg M, So-Armah K, Edelman E. The Association of Prescribed Opioids and Incident Cardiovascular Disease. Journal Of Pain 2023, 25: 104436. PMID: 38029949, PMCID: PMC11058015, DOI: 10.1016/j.jpain.2023.11.019.Peer-Reviewed Original ResearchIncident cardiovascular diseaseModifiable CVD risk factorsCVD risk factorsHuman immunodeficiency virusCardiovascular diseasePrescribed opioidsOpioid receiptRisk factorsUse disordersCox proportional hazards regression modelVeterans Aging Cohort StudyVeterans Health Administration (VHA) carePropensity scoreProportional hazards regression modelsCVD incidence ratesPrescription opioid exposureIncident CVD eventsPrevalence of hypertensionAging Cohort StudyHigher opioid dosesOpioid use disorderHazards regression modelsNational prospective cohortVeterans Administration dataCocaine use disorder