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 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 changesOpioidBenchmarks