Impulsivity Impacts Suicidality in Patients with Alcohol Use Disorder with and without Comorbid Depression
Wang V, Liao D, Wu E, Li C. Impulsivity Impacts Suicidality in Patients with Alcohol Use Disorder with and without Comorbid Depression. Taiwanese Journal Of Psychiatry 2024, 38: 171-176. DOI: 10.4103/tpsy.tpsy_31_24.Peer-Reviewed Original ResearchBarratt Impulsiveness ScaleAlcohol use disorderSuicide attemptsUse disorderSuicidal tendenciesBarratt Impulsiveness Scale total scoreBarratt Impulsiveness Scale scoresHistory of suicide attemptsAlcohol use disorder patientsSeverity of alcohol useAssessment of impulsivityAlcohol use severitySeverity of depressionSuicide prevention effortsBarratt impulsivityImpulsiveness ScaleDepressive disorderNondepressed individualsAnxiety comorbiditiesAssess suicidalityDepression severityComorbid depressionHigher suicidalityPsychiatric comorbiditiesSevere alcoholismEnhanced classification and severity prediction of major depressive disorder using acoustic features and machine learning
Liang L, Wang Y, Ma H, Zhang R, Liu R, Zhu R, Zheng Z, Zhang X, Wang F. Enhanced classification and severity prediction of major depressive disorder using acoustic features and machine learning. Frontiers In Psychiatry 2024, 15: 1422020. PMID: 39355380, PMCID: PMC11442283, DOI: 10.3389/fpsyt.2024.1422020.Peer-Reviewed Original ResearchVocal acoustic featuresHealthy control groupSeverity of depressive symptomsTotal depression scoreAcoustic featuresClassification accuracyMDD groupDepressive disorderAnxiety comorbiditiesDepression prediction modelDeep learning methodsDepressive symptomsDepression scoresHC groupSpeech characteristicsMean Absolute Error(MAEDepressionNeural networkEnhanced classificationControl groupLearning methodsMachine learningClassification modelOpen-source algorithmAbsolute error(MAE
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