2022
Atypical development in white matter microstructures in ADHD: A longitudinal diffusion imaging study
Chiang H, Tseng W, Tseng W, Tung Y, Hsu Y, Chen C, Gau S. Atypical development in white matter microstructures in ADHD: A longitudinal diffusion imaging study. Asian Journal Of Psychiatry 2022, 79: 103358. PMID: 36481569, DOI: 10.1016/j.ajp.2022.103358.Peer-Reviewed Original ResearchConceptsAttention-deficit/hyperactivity disorderInferior fronto-occipital fasciculusGeneralized fractional anisotropyAttention performanceWhite matter microstructureDevelopmental trajectoriesComputerized continuous performance testAtypical developmental trajectoriesContinuous Performance TestDiffusion spectrum imagingFrontal aslant tractWhite matter tractsInattention symptomsAtypical developmentADHD symptomsHyperactivity disorderSuperior longitudinal fasciculusPrefrontal cortexFrontostriatal tractsImaging studiesArcuate fasciculusDevelopmental changesFronto-occipital fasciculusNeuroplastic processesDiagnosis interaction
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