2024
An ExplainableFair Framework for Prediction of Substance Use Disorder Treatment Completion
Lucas M, Wang X, Chang C, Yang C, Braughton J, Ngo Q. An ExplainableFair Framework for Prediction of Substance Use Disorder Treatment Completion. 2024, 00: 157-166. DOI: 10.1109/ichi61247.2024.00028.Peer-Reviewed Original ResearchSensitive attributesMachine learning modelsIn-process approachLearning modelsResource allocationFairness frameworkFairnessEnhancement processSubstance use disorder treatment completionLikelihood of adoptionClinical decision-makingFrameworkHealthcare providersLevels of governmentModel changesExplainabilityDecision-makingTreatment completionTrustworthinessHealthcare
2023
Resampling for Mitigating Bias in Predictive Model for Substance Use Disorder Treatment Completion
Lucas M, Chang C, Yang C. Resampling for Mitigating Bias in Predictive Model for Substance Use Disorder Treatment Completion. 2023, 00: 709-711. DOI: 10.1109/ichi57859.2023.00128.Peer-Reviewed Original ResearchSubstance use disordersSubstance use disorder treatment completionTreatment completionHealth disparitiesUse disorderRacial biasBias mitigation techniquesClinicians
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