2024
Irritability in Youths: A Critical Integrative Review
Leibenluft E, Allen L, Althoff R, Brotman M, Burke J, Carlson G, Dickstein D, Dougherty L, Evans S, Kircanski K, Klein D, Malone E, Mazefsky C, Nigg J, Perlman S, Pine D, Roy A, Salum G, Shakeshaft A, Silver J, Stoddard J, Thapar A, Tseng W, Vidal-Ribas P, Wakschlag L, Stringaris A. Irritability in Youths: A Critical Integrative Review. American Journal Of Psychiatry 2024, 181: 275-290. PMID: 38419494, DOI: 10.1176/appi.ajp.20230256.Peer-Reviewed Original ResearchAttention deficit hyperactivity disorderPathophysiology of irritabilityResponse to frustrationParent management trainingTreating psychological problemsDeficit hyperactivity disorderAutism spectrum disorderPrevalence of irritabilityAssociated with impairmentDiverse longitudinal sampleAssociated with increased risk of anxietyRisk of anxietyYouth irritabilityAnxiety disordersTreating irritabilityHyperactivity disorderBehavior problemsSpectrum disorderDevelopmental trajectoriesAssess irritabilityPsychological problemsLongitudinal sampleImpact of cultural contextTranslational findingsSuicide
2020
A Deep Learning Approach for Missing Data Imputation of Rating Scales Assessing Attention-Deficit Hyperactivity Disorder
Cheng CY, Tseng WL, Chang CF, Chang CH, Gau SS. A Deep Learning Approach for Missing Data Imputation of Rating Scales Assessing Attention-Deficit Hyperactivity Disorder. Frontiers In Psychiatry 2020, 11: 673. PMID: 32765316, PMCID: PMC7379397, DOI: 10.3389/fpsyt.2020.00673.Peer-Reviewed Original ResearchAttention-deficit/hyperactivity disorderContinuous Performance TestHyperactivity disorderTeacher reportsConners' Continuous Performance TestAttention deficit hyperactivity disorderHyperactivity/impulsivityVersion IV scaleADHD Rating ScaleTD groupOppositional behaviorADHD diagnosisConners ratingsBehavioral studiesBehavioral symptomsImputation orderChinese versionYouthDeep learning approachShort formParentsImputed datasetDeep learning methodsRating ScalePerformance tests
2019
Psychiatric comorbid patterns in adults with attention-deficit hyperactivity disorder: Treatment effect and subtypes
Tsai FJ, Tseng WL, Yang LK, Gau SS. Psychiatric comorbid patterns in adults with attention-deficit hyperactivity disorder: Treatment effect and subtypes. PLOS ONE 2019, 14: e0211873. PMID: 30730956, PMCID: PMC6366698, DOI: 10.1371/journal.pone.0211873.Peer-Reviewed Original ResearchConceptsAttention-deficit/hyperactivity disorderDrug-naïve adultsChildhood attention-deficit/hyperactivity disorderPsychiatric comorbidityMedication treatmentHigh riskTreatment durationHyperactivity disorderSemi-structured psychiatric interviewCurrent medication treatmentHealthy adult controlsEffects of medicationLonger treatment durationShorter treatment durationAttention deficit hyperactivity disorderADHD inattentive subtypeMore comorbiditiesMedical recordsHealthy controlsMood disordersSleep disordersComorbiditiesPsychiatric interviewLower riskADHD subtypes