國立中央大學教師履歷平台

期刊著作

• Fusion Model Using Resting Neurophysiological Data to Help Mass Screening of Methamphetamine Use Disorder
  IEEE Journal of Translational Engineering in Health and Medicine, 13, 1-8, 2025-01-01
  [ bio-signal,data fusion,electrocardiography (ECG),electroencephalography (EEG),galvanic skin response (GSR),heart rate variability (HRV),machine learning,Methamphetamine (MA),multimodal data,virtual reality (VR) ]

• Exploring the possible relationship between skin microbiome and brain cognitive functions: a pilot EEG study
  Scientific Reports, 14, 1, 2024-12-01

• Fusion of Multi-Task Neurophysiological Data to Enhance the Detection of Attention-Deficit/Hyperactivity Disorder
  IEEE Journal of Translational Engineering in Health and Medicine, 12, 668-674, 2024-01-01
  [ assessment,Attention-deficit/hyperactivity disorder,deep learning,multi-model fusion,virtual reality ]

• Mobile Virtual Assistant for Multi-Modal Depression-Level Stratification
  IEEE Transactions on Affective Computing, 2024-01-01
  [ Biomedical monitoring,Convolutional neural networks,Depression,depression recognition,Face recognition,Feature extraction,multi-modal fusion,Virtual assistants,virtual human,Visualization ]

• Impaired Brain-Heart Relation in Patients With Methamphetamine Use Disorder During VR Induction of Drug Cue Reactivity
  IEEE Journal of Translational Engineering in Health and Medicine, 12, 1-9, 2024-01-01
  [ EEG,heart rate variability (HRV),impaired brain-heart relation,methamphetamine use disorder (MUD),Neuronal abnormalities,virtual reality (VR) ]

• Evaluation of a decided sample size in machine learning applications
  BMC Bioinformatics, 24, 1, 2023-12-01
  [ Criteria,Effect sizes,Machine learning,Sample size ]

• Bacillus amyloliquefaciens Increases the GABA in Rice Seed for Upregulation of Type I Collagen in the Skin
  Current Microbiology, 80, 4, 2023-04-01

• Neuronal Correlates of Task Irrelevant Distractions Enhance the Detection of Attention Deficit/Hyperactivity Disorder
  IEEE Transactions on Neural Systems and Rehabilitation Engineering, 31, 1302-1310, 2023-01-01
  [ Attention deficit/hyperactivity disorder (ADHD),continuous performance test (CPT),distractions,electroencephalography (EEG),go/no-go task,machine learning,virtual reality (VR) ]

• Extracellular electrons transferred from honey probiotic Bacillus circulans inhibits inflammatory acne vulgaris
  Scientific Reports, 12, 1, 2022-12-01

• Neuronal Abnormalities Induced by an Intelligent Virtual Reality System for Methamphetamine Use Disorder
  IEEE Journal of Biomedical and Health Informatics, 26, 7, 3458-3465, 2022-07-01
  [ EEG,methamp-hetamine use disorder (MUD),neuronal abnormalities,resting-state,virtual reality (VR) ]

• Propionic acid produced by Cutibacterium acnes fermentation ameliorates ultraviolet B-induced melanin synthesis
  Scientific Reports, 11, 1, 2021-12-01

• Low-frequency oscillations in cortical level to help diagnose task-specific dystonia
  Neurobiology of Disease, 157, 2021-09-01
  [ EEG,Effective connectivity,Low frequency (LF),Machine learning,Task-specific dystonia (TSD),Wrist extension ]

• An intelligent virtual-reality system with multi-model sensing for cue-elicited craving in patients with methamphetamine use disorder
  IEEE Transactions on Biomedical Engineering, 68, 7, 2270-2280, 2021-07-01
  [ electrocardiogram (ECG),eye tracking,Galvanic Skin Response (GSR),Heart Rate Variability (HRV),machine learning,Methamphetamine,virtual reality (VR) ]

• A Machine-Learning-Based Assessment Method for Early-Stage Neurocognitive Impairment by an Immersive Virtual Supermarket
  IEEE Transactions on Neural Systems and Rehabilitation Engineering, 29, 2124-2132, 2021-01-01
  [ Alzheimer’s disease,assessment,Cognitive impairment,machine learning,virtual reality ]

• Synchrony Between Default-Mode and Sensorimotor Networks Facilitates Motor Function in Stroke Rehabilitation: A Pilot fMRI Study
  Frontiers in Neuroscience, 14, 2020-06-16
  [ functional connectivity,motor,neuroplasticity,rehabilitation,resting-state functional MRI,stroke ]

• An EEG-Based Attentiveness Recognition System Using Hilbert–Huang Transform and Support Vector Machine
  Journal of Medical and Biological Engineering, 40, 2, 230-238, 2020-04-01
  [ Attentiveness,Electroencephalogram,Hilbert-Huang transform,Machine learning ]

• Distinguishing the visual working memory training and practice effects by the effective connectivity during n-back tasks: A DCM of ERP study
  Frontiers in Behavioral Neuroscience, 13, 2019-04-30

• EEG-based motor network biomarkers for identifying target patients with stroke for upper limb rehabilitation and its construct validity
  PLoS ONE, 12, 6, 2017-06-01

• Neuronal correlates of a virtual-reality-based passive sensory P300 network
  PLoS ONE, 9, 11, 2014-11-17

• Accelerating Computation of DCM for ERP in MATLAB by External Function Calls to the GPU
  PLoS ONE, 8, 6, 2013-06-26

• A dynamic causal model for evoked and induced responses
  , 59, 1, 340-348, 2012-01-02

• Nonlinear coupling in the human motor system
  Journal of Neuroscience, 30, 25, 8393-8399, 2010-06-23

• Dynamic causal modeling for EEG and MEG
  Human Brain Mapping, 30, 6, 1866-1876, 2009-06-01
  [ Bayesian analysis,EEG,MEG,Network model ]

• Forward and backward connections in the brain: A DCM study of functional asymmetries
  NeuroImage, 45, 2, 453-462, 2009-04-01
  [ Backward connection,Dynamic causal modelling,Induced responses,Neuronal dynamics,Nonlinear coupling,Predictive coding,Recurrent connection,Reentrant dynamics,Spectral responses ]

• Dynamic causal modelling of induced responses
  NeuroImage, 41, 4, 1293-1312, 2008-07-15
  [ Dynamic causal modelling,Induced responses,Neuronal dynamics,Non-linear coupling,Spectral,Synchronisation ]

• Mutual-Information-Based Approach for Neural Connectivity during Self-Paced Finger Lifting Task
  , 29, 3, 265-280, 2008-03-01
  [ Coherence , Corticomuscular communication , Functional connectivity , Magnetoencephalography , Surface electromyogram , TFCMI , Time-frequency cross mutual information ]

• Effects of cognitive demands on postmovement motor cortical deactivation
  , 17, 4, 371-375, 2006-06-21
  [ Cognitive demands , Intermovement interval , Latency jittering , Magnetoencephalography , Postmovement β-rebound , Single-trial analysis ]

研討會著作

• Intelligent ADHD Detection Using Explainable Multimodal Fusion Model
  1713-1718, 2024-01-01
  [ Attention Deficit/Hyperactivity Disorder (ADHD),Explainable Artificial Intelligence (XAI),multimodal fusion,neurobehavioral data,Virtual Reality (VR) ]

• Using wearable sensors to study the brain-heart interactions during attentional and resting states
  13-14, 2023-01-01
  [ brain-heart interaction,EEG,HRV,wearable sensor ]

• Multiclass Classification of EEG Motor Imagery Signals Based on Transfer Learning
  140-143, 2022-01-01
  [ Deep Learning,EEG,multi-category classification,Transfer Learning ]

• A guideline to determine the training sample size when applying big data mining methods in clinical decision making
  678-681, 2018-06-22
  [ Artificial intelligence , Big data mining , Guideline , Heterogeneous data , Sample size ]

• The changes of improvement-related motor kinetics after virtual reality based rehabilitation
  683-685, 2017-07-21
  [ Individualized treatment , Kinematic Features , Virtual reality (VR) based rehabilitation ]

• The movement-related cortical activities under the virtual environment with force feedback
  11-12, 2015-04-03
  [ rehabilitation , virtual reality ]

• Accelerating computation of DCM for ERP with GPU-based parallel strategy
  679-684, 2012-11-28
  [ CUDA , Dynamic causal modelling , Expectation maximization , Parallel computing ]

• Message from UIPM-12 workshop chairs
  2012-11-28