國立中央大學教師履歷平台

教師個人簡歷

中文姓名

葉士青

英文姓名

Yeh, Shih-Ching

電子郵件

shihching.yeh@g.ncu.edu.tw

virtual reality 虛擬實境 VR 人工智慧 AR machine learning rehabilitation Virtual reality (VR) 早期療育 artificial intelligent Assessment artificial intelligence early intervention AI EEG 人工智能機器學習 XR user experience machine learning (ML) haptics motor rehabilitation 數位療法 stroke eye tracking Frozen shoulder Galvanic skin response (GSR) augmented reality Cognitive assessment deep learning electroencephalography LIST 神經生理感測 wearable sensing

現職	國立中央大學資訊電機學院資訊工程學系教授
專長	實境技術（VR/AR/XR）數位療法精準醫療神經復健工程人工智慧 Extended Reality （VR/AR/XR） Digital Therapeutics Precise Medicine Neuro-Rehabilitation Engineering Artificial Intelligent
專長簡述	運用虛擬實境以及多模態神經感測結合人工智慧發展數位療法
最高學歷	美國南加州大學資訊科學學系博士
相關連結	個人網頁 GRB資訊系統

科技部學門領域	E - 工程及應用科學 E41 - 智慧計算(資訊) E4106 - 計算機圖學 M - 自然科學 T - 產學合作計畫- T99 - 產業創新 T9911 - 研發成果萌芽計畫
政府GRB研究專長領域	2 - 工 2M - 資訊工程--硬體工程 3 - 電信/資訊/原子能工程 3M - 資訊科學--軟體
教育部學門領域	5 - 工程、製造及營造 52 - 工程學門 5201 - 電資工程學類

高教深耕計畫

數位偏鄉早療的社會實踐
1140101~1141231
[早期療育,機器學習,虛擬實境 , Early intervention,machine learning,VR/AR]
發展成人周邊靜脈導管不良事件風險評估預測模型
1140101~1141231
[成人周邊靜脈導管 , PIVC]
虛擬實境的腦認知功能行為刺激訓練與神經行為感知研究
1090101~1091231

國科會計畫統計

研發基於元宇宙多感官刺激與情景式暴露的毒癮誘發系統以及基於人工智慧的成癮強度評估方法
1140801~1150731
研發青少年自我傷害風險評估智慧模型與心理舒緩工具-整合生成式AI以及多模態神經感測的虛擬張老師
1131101~1141031
基於多模態情緒識別之憂鬱症精準輔助檢測與健康衛教的虛擬智能張老師(III)-總計畫暨子計畫三：憂鬱症精準輔助檢測與健康衛教的虛擬智能張老師(III)
1130801~1140731
偏鄉智慧早療模式--數位偏鄉早期療育之智慧模式的建構與實踐(3/3)
1130801~1140731
基於多模態情緒識別之憂鬱症精準輔助檢測與健康衛教的虛擬智能張老師(II)-總計畫暨子計畫三：憂鬱症精準輔助檢測與健康衛教的虛擬智能張老師(II)
1120801~1130731
[憂鬱症,多模態情緒識別,虛擬人,輔助診斷,精準評估,情緒感知,生理感測 , Depression,multi-model emotion recognition,virtual human,assistant diagnosis,precise assessment,emotion perception,physiological sensing]
偏鄉智慧早療模式建置-偏鄉智慧早療模式--數位偏鄉早期療育之智慧模式的建構與實踐(2/3)
1120801~1130731
[機器學習,虛擬實境,早期療育,精準教育,人工智能,自我決策,認知復建,運動復建 , machine learning,early intervention,precision education,artificial intelligence,self-determination,cognitive rehabilitation,motor rehabilitation]
職能面試之智慧心理素質評估模型建置
1120601~1130531
[人工智慧,多模態生理感測,數據融合,對話機器人,心理評估,人力資源,工作招聘,工作面試 , Artificial intelligent,multi-model physiological sensing,data fusion,chatbots,psychological assessment,human resource,job recruitment,job interview]
建構新世代精準女性足球運動生心理、傷害及表現的智慧感測與衡鑑平台-建構新世代精準女性足球運動生心理、傷害及表現的智慧感測與衡鑑平台(1/4)
1120101~1121231
[女性運動,女子足球,心智表現,足球運動選才,運動傷病防護,足球運動表現,足球模擬比賽,羅浮堡間歇性折返跑測驗(LIST),體能,疲勞,穿戴式裝置,腦電圖(EEG),擴增實境(AR),虛擬實境(VR),人工智慧(AI) , women's sports,female football (soccer),mental performance,talent selection in football,sport injury and prevention,football simulated match,Loughborough intermittent shuttle test (LIST),conditioning,wearable device,electroencephalography (EEG),augmented reality (AR),virtual reality (VR),artificial intelligence (AI),football performance,fatigue]
偏鄉智慧早療模式建置-偏鄉智慧早療模式--數位偏鄉早期療育之智慧模式的建構與實踐(1/3)
1110801~1120731
[機器學習,虛擬實境,早期療育,精準教育,人工智能,自我決策,認知復建,運動復建 , machine learning,early intervention,precision education,artificial intelligence,self-determination,cognitive rehabilitation,motor rehabilitation]
基於多模態情緒識別之憂鬱症精準輔助檢測與健康衛教的虛擬智能張老師-總計畫暨子計畫三：憂鬱症精準輔助檢測與健康衛教的虛擬智能張老師
1110801~1120731
[憂鬱症,多模態情緒識別,虛擬人,輔助診斷,精準評估,情緒感知,生理感測 , Depression,multi-model emotion recognition,virtual human,assistant diagnosis,precise assessment,emotion perception,physiological sensing]
結合虛擬實境與多模態之人工智慧兒童發展評估系統之產品化開發
1110601~1120531
[人工智慧,兒童發展,虛擬實境 , AI,AR, VR,child development]
科研創業計畫：基於虛擬實境和多模態神經感測的兒童注意力不足過動症（ADHD）之人工智慧輔助評估與生理反饋注意力訓練系統個案
1110101~1111231
[注意力缺陷多動障礙,數位療法,輔助診斷與評估,注意力訓練,放鬆訓練,人工智能,虛擬實境,可穿戴傳感 , Attention deficit and hyper-activity disorder,digital therapy,assistant diagnosis and assessment,attention training,relax training,artificial intelligent,virtual reality,wearable sensing]
整合多模態神經感測與虛擬實境的早期老人失智或中度認知功能障礙之智慧評估方法研究
1100801~1110731
[失智症,認知評估,輔助診斷,虛擬實境,多模態神經感測,人工智慧,深度學習,輕度認知功能障礙 , Dementia,Cognitive assessment,Assisted diagnosis,Virtual reality,Multi-model,Neuro-sensing,Artificial intelligence,deep learning,Mild cognitive impairment]
偏鄉智慧早療模式建置-數位偏鄉早期療育之智慧模式的建構與實踐
1100801~1110731
[機器學習,虛擬實境,早期療育,精準教育,人工智能,自我決策,認知復健,運動復健 , machine learning,early intervention,precision education,artificial intelligence,self-determination,cognitive rehabilitation,motor rehabilitation]
結合虛擬實境與多模態神經行為感測的注意力不足/過動症之智慧型輔助評估方法研究
1090801~1100731
[虛擬實境,注意力,過動,人工智慧,診斷評估,神經行為,可穿戴感測 , Virtual Reality,Attention,Hyperactivity,Artificial Intelligence,Assessment,Diagnose,Neuro Behavior,Wearable Sensing]
偏鄉早療實驗計畫
1080901~1091031
[發展遲緩兒童,早期療育,物聯網,虛擬實境,人工智慧,運動復健,認知訓練,遠距醫療,居家復健 , children with development delay, early intervention, internet of thing, virtual reality, artificial intelligent, motor rehabilitation, cognitive training, tele-medicine, home-based rehabilitation]
結合虛擬實境與多模態神經行為感測的注意力不足/過動症之智慧型輔助評估方法研究
1080801~1090731
[虛擬實境,注意力,過動,人工智慧,診斷評估,神經行為,可穿戴感測 , Virtual Reality,Attention,Hyperactivity,Artificial Intelligence,Assessment,Diagnose,Neuro Behavior,Wearable Sensing]

產學合作計畫統計

多模態自殺模型的模型訓練
1140315~1140715
[虛擬實境 , VR]
集成多模態神經感測與虛擬實境的數位智慧腦震盪檢測與傷後追蹤系統
1140101~1141231
[腦震盪,神經生理感測,機器學習,虛擬實境,腦波,眼球追蹤,運動傷害,回場監控,運動科學 , Concussion,Neuro-Physiological Sensing,Machine Learning,Virtual Reality,Electroencephalography,Sports Injury,Return-to-Play Monitoring,Sports Science]
研發青少年自我傷害風險評估智慧模型與心理舒緩工具-整合生成式AI以及多模態神經感測的虛擬張老師
1131101~1141031
[自殺風險評估,心理健康,虛擬人,神經生理感測,智慧評估 , suicide risk assessment,mental health,virtual human,neuro sensing,intelligent assessment]
職能面試之智慧心理素質評估模型建置
1120601~1130531
[人工智慧,多模態生理感測,數據融合,對話機器人,心理評估,人力資源,工作招聘,工作面試 , Artificial intelligent,multi-model physiological sensing,data fusion,chatbots,psychological assessment,human resource,job recruitment,job interview]
結合虛擬實境與多模態之人工智慧兒童發展評估系統之產品化開發
1110601~1120531
[人工智慧,兒童發展,虛擬實境 , AI,AR、VR,child development]
兒童早療健康管理服務平臺設計與開發
1101201~1110530
[早期療育,人工智慧,大數據 , early intervention,big data,artificial intelligent]
110年中大聯新醫院聯合研發中心計畫-虛擬實境技術結合人工智能與眼球追蹤和腦波技術應用於輕度顱腦損傷之病人檢測方法研究
1100801~1110731
[虛擬實境,人工智能,眼球追蹤,腦波技術,輕度顱腦損傷 , AI,VR,EEG,mTBI,VEP]
大規模崩塌潛勢區氣象預警視覺化因應5G/6G展示功能研究案
1100522~1101030
[電腦視覺 , AR、VR]
虛擬實境技術結合人工智能應用于認知功能障礙輔助診斷方法研究
1080801~1090731

期刊著作

Loka: A Cross-Platform Virtual Reality Streaming Framework for the Metaverse
Sensors, 25, 4, 2025-02-01
[ cloud rendering,internet of things,Metaverse,virtual reality ]
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) ]
Qigong Master: A Qigong-Based Attention Training Game Using Action Recognition and Balance Analysis
IEEE Transactions on Games, 16, 2, 376-383, 2024-06-01
[ Action recognition,attention-deficit/hyperactivity disorder (ADHD),Baduanjin,Kinect,virtual reality (VR) ]
Neural Reactivity to Haptics: Virtual Tasks Versus Physical Tasks
IEEE Sensors Journal, 24, 7, 11817-11828, 2024-04-01
[ Electroencephalography (EEG),hand rehabilitation,haptic feedback,machine learning (ML),psychological measurement,virtual reality (VR) ]
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) ]
Virtual-Reality-Based Supermarket for Intellectual Disability Classification, Diagnostics, and Assessment
IEEE Transactions on Learning Technologies, 17, 404-412, 2024-01-01
[ Assessment,intelligent disability (ID),machine learning (ML),virtual reality (VR) ]
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 ]
Dyslexia Analysis and Diagnosis Based on Eye Movement
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 32, 4109-4119, 2024-01-01
[ Cognitive assessment,diagnostic tools,dyslexia,eye movement tracking,fusion models,machine learning,physiological data analysis ]
The Swallowing Intelligent Assessment System Based on Tongue Strength and Surface EMG
IEEE Sensors Journal, 23, 15, 17310-17318, 2023-08-01
[ Dysphagia,surface electromyography (sEMG),swallowing assessment,tongue strength ]
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) ]
User Experience of Virtual-Reality Interactive Interfaces: A Comparison between Hand Gesture Recognition and Joystick Control for XRSPACE MANOVA
Applied Sciences (Switzerland), 12, 23, 2022-12-01
[ hand gesture recognition,human-computer interaction,joystick control,user experience,virtual reality,XRSPACE MANOVA ]
Stress Recognition Based on Multiphysiological Data in High-Pressure Driving VR Scene
IEEE Sensors Journal, 22, 20, 19897-19907, 2022-10-15
[ Electrocardiography (ECG),eye tracking,Galvanic skin response (GSR),machine learning (ML),stress recognition,virtual reality (VR) ]
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) ]
開發及應用非市售體感遊戲於中風復健之經驗：以Kinect與Leap Motion Controller設備為例 Development and Application of Non-Commercial Somatosensory Games in Rehabilitation for Patients With Stroke: Using Kinect and Leap Motion Controller Devices
職能治療學會雜誌, 40, 1, P119 - 141, 2022-06-01
[ 開發及應用非市售體感遊戲於中風復健之經驗：以Kinect與Leap Motion Controller設備為例 ]
Cognitive workload evaluation of landmarks and routes using virtual reality
PLoS ONE, 17, 5 May, 2022-05-01
An Intelligent Motor Assessment Method Utilizing a Bi-Lateral Virtual-Reality Task for Stroke Rehabilitation on Upper Extremity
IEEE Journal of Translational Engineering in Health and Medicine, 10, 2022-01-01
[ machine learning,motor training,Stroke rehabilitation,virtual reality ]
Effects of neuro-cognitive load on learning transfer using a virtual reality-based driving system
Big Data and Cognitive Computing, 5, 4, 2021-12-01
[ Cognitive load,Driving simulator,Learning transfer,Multimodal fusion,Physiological measures,Virtual reality ]
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) ]
Studying the effect of redundancy in a virtual reality classroom
Educational Technology Research and Development, 69, 2, 1183-1200, 2021-04-01
[ Cognitive load theory,Multimedia,Redundancy effect,VR classroom ]
Motor indicators for the assessment of frozen shoulder rehabilitation via a virtual reality training system
Electronics (Switzerland), 10, 6, 1-14, 2021-03-02
[ Frozen shoulder,Motor assessment,Rehabilitation,Virtual reality (VR) ]
A Wearable Hand Rehabilitation System with Soft Gloves
IEEE Transactions on Industrial Informatics, 17, 2, 943-952, 2021-02-01
An Evidence-Based Intelligent Method for Upper-Limb Motor Assessment via a VR Training System on Stroke Rehabilitation
IEEE Access, 9, 65871-65881, 2021-01-01
[ assessment,machine learning,motor training,Stroke rehabilitation,virtual reality ]
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 ]
Design of mirror therapy system base on multi-channel surface-electromyography signal pattern recognition and mobile augmented reality
Electronics (Switzerland), 9, 12, 1-16, 2020-12-01
A Virtual-Reality System Integrated with Neuro-Behavior Sensing for Attention-Deficit/Hyperactivity Disorder Intelligent Assessment
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 28, 9, 1899-1907, 2020-09-01
[ assessment,Attention deficit and hyperactivity disorder,machine learning,neuro-behavior,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 ]
A Smart Dental Health-IoT Platform Based on Intelligent Hardware, Deep Learning, and Mobile Terminal
IEEE Journal of Biomedical and Health Informatics, 24, 3, 898-906, 2020-03-01
[ artificial intelligence , deep learning , Health-IoT , intelligent hardware , MASK R-CNN , mobile terminal ]
Examining the Effects of HMDs/FSDs and Gender Differences on Cognitive Processing Ability and User Experience of the Stroop Task-Embedded Virtual Reality Driving System (STEVRDS)
IEEE Access, 8, 69566-69578, 2020-01-01
[ Cognitive ability , driving simulation , gender difference , stroop task , user experience , virtual reality ]
The adoption of a virtual reality–assisted training system for mental rotation: A partial least squares structural equation modeling approach
JMIR Serious Games, 8, 1, 2020-01-01
How Motion-Control Influences a VR-Supported Technology for Mental Rotation Learning: From the Perspectives of Playfulness, Gender Difference and Technology Acceptance Model
International Journal of Human-Computer Interaction, 35, 18, 1736-1746, 2019-11-08
Classification of multichannel surface-electromyography signals based on convolutional neural networks
Journal of Industrial Information Integration, 15, 201-206, 2019-09-01
[ CNN , Electromyography , Motor rehabilitation , Pattern recognition , Spectrogram ]
The Introduction of a Novel Virtual Reality Training System for Gynecology Learning and Its User Experience Research
IEEE Access, 7, 43637-43653, 2019-01-01
[ acceptance and adoption of systems , immersive and interactive design , training/learning system , user experience , Virtual reality ]
Wearable Sensors Integrated with Virtual Reality: A Self-Guided Healthcare System Measuring Shoulder Joint Mobility for Frozen Shoulder
Journal of Healthcare Engineering, 2019, 2019-01-01
A multiplayer online car racing virtual-reality game based on internet of brains
Journal of Systems Architecture, 89, 30-40, 2018-09-01
[ Brain-computer interface , Car racing game , Concentration , EEG , Mental arithmetic , Virtual reality ]
Effects of Virtual Reality and Augmented Reality on Induced Anxiety
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 26, 7, 1345-1352, 2018-07-01
[ Anxiety , augmented reality , claustrophobia , virtual reality ]
The Effects of Immersion and Interactivity on College Students' Acceptance of a Novel VR-Supported Educational Technology for Mental Rotation
IEEE Access, 6, 66590-66599, 2018-01-01
[ educational training technology , immersion , interactivity , technology acceptance , Virtual reality ]
The Effect of Augmented Reality and Virtual Reality on Inducing Anxiety for Exposure Therapy: A Comparison Using Heart Rate Variability
Journal of Healthcare Engineering, 2018, 2018-01-01
Three-dimensional, virtual reality vestibular rehabilitation for chronic imbalance problem caused by Ménière’s disease: a pilot study*
Disability and Rehabilitation, 39, 16, 1601-1606, 2017-07-31
Camera-tracking gaming control device for evaluation of active wrist flexion and extension
Journal of Hand Therapy, 30, 1, 89-96, 2017-01-01
The Efficacy of a Haptic-Enhanced Virtual Reality System for Precision Grasp Acquisition in Stroke Rehabilitation
Journal of Healthcare Engineering, 2017, 2017-01-01
Motor Ingredients Derived from a Wearable Sensor-Based Virtual Reality System for Frozen Shoulder Rehabilitation
BioMed Research International, 2016, 2016-01-01
Depth-sensor-based monitoring of therapeutic exercises
Sensors, 15, 10, 25628-25647, 2015-10-09
[ Motion trajectory , SOM , Spatial-temporal pattern recognition , Therapeutic exercise ]
Does the redundancy effect exist in electronic slideshow assisted lecturing?
Computers and Education, 88, 303-314, 2015-07-13
[ Improving classroom teaching , Media in education , Pedagogical issues ]
Neuronal correlates of a virtual-reality-based passive sensory P300 network
PLoS ONE, 9, 11, 2014-11-17
Evaluation of a haptics-based virtual reality temporal bone simulator for anatomy and surgery training
Computer Methods and Programs in Biomedicine, 113, 2, 674-681, 2014-02-01
[ Anatomic dissection , Haptics , Medical education , Otolaryngology , Surgical technique , Virtual environment ]
Haptic virtual reality pinch task for chronic hemiparesis
Journal of Computers (Taiwan), 25, 1, 48-55, 2014-01-01
[ Haptic , Hemiparesis , Pinch , Virtual reality ]
Motion controllers for learners to manipulate and interact with 3D objects for mental rotation training
, 45, 4, 666-675, 2014-01-01
Effects of unidirectional vs. reciprocal teaching strategies on web-based computer programming learning
Journal of Educational Computing Research, 50, 1, 67-95, 2014-01-01
Machine learning-based assessment tool for imbalance and vestibular dysfunction with virtual reality rehabilitation system
Computer Methods and Programs in Biomedicine, 116, 3, 311-318, 2014-01-01
[ Assessment , Machine learning , Vestibular dysfunction , Virtual reality ]
Intelligent frozen shoulder rehabilitation
IEEE Intelligent Systems, 29, 3, 22-28, 2014-01-01
[ e-medicine , frozen shoulder , intelligent systems , rehabilitation , virtual reality ]
Recognition-based physical response to facilitate EFL learning
Educational Technology and Society, 17, 4, 432-445, 2014-01-01
[ Interaction , Kinesthetic , Language , Learning , Perception ]
A virtual reality system integrated with robot-assisted haptics to simulate pinch-grip task: Motor ingredients for the assessment in chronic stroke
, 35, 3, 435-449, 2014-01-01
[ assessment , haptics , rehabilitation , Stroke , virtual reality ]
Inhibitory repetitive transcranial magnetic stimulation of the contralesional premotor and primary motor cortices facilitate poststroke motor recovery
, 32, 6, 825-835, 2014-01-01
[ dorsal premotor cortex (PMd) , motor recovery , neuromodulation , primary motor cortex (M1) , Repetitive transcranial magnetic stimulation (rTMS) , stroke ]
Interactive 3-dimensional virtual reality rehabilitation for patients with chronic imbalance and vestibular dysfunction
Technology and Health Care, 22, 6, 915-921, 2014-01-01
[ Balance , rehabilitation , vestibular , virtual reality ]
Long-term sacral magnetic stimulation for refractory stress urinary incontinence
, 95, 12, 2231-2238, 2014-01-01
[ Magnetic stimulation therapy , Quality of life , Rehabilitation , Treatment , Urinary incontinence , Urodynamics ]
High-performance meshing processing of remote sensing data on large displays
Journal of Applied Remote Sensing, 8, 1, 2014-01-01
Stroke Rehabilitation via a Haptics-Enhanced Virtual Reality System
Smart Innovation, Systems and Technologies, 21, 439-453, 2013-06-28
Study of co-located and distant collaboration with symbolic support via a haptics-enhanced virtual reality task
Interactive Learning Environments, 21, 2, 184-198, 2013-04-01
[ collaboration , haptics , symbolic representation , virtual reality ]
Intervention to enhance skilled arm and hand movements after stroke: A feasibility study using a new virtual reality system
, 4, 2007-07-27

研討會著作

Virtual reality based Neural Sensors with Respirator for Cardiorespiratory Synchrony Training System
86-91, 2024-01-01
[ Electroencephalography (EEG),Heart rate variability (HRV) electrocardiogram (ECG),machine learning,SVM,virtual reality ]
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 ]
Interactive Visualization System of 3-D digital Elevation Model For Mountain Collapse Simulation
152-155, 2022-01-01
The effectiveness of virtual reality technology applying in vocational training on occupational competency among the students with intellectual disability in senior high school
2021-08-29
A VR-based Training and Intelligent Assessment System Integrated with Multi-modal Sensing for Children with Autism Spectrum Disorder
191-195, 2021-01-01
[ ASD,Autism Spectrum Disorder,Diagnosis,EEG,Evaluation,Intervention,Machine Learning,Training,Virtual Reality ]
Portable VR-based Concussion Diagnostics of Mild Traumatic Brain Injury
21-25, 2021-01-01
[ Concussion,EEG,Eye Tracking,Machine Learning,Mild Traumatic Brain Injury,Virtual Reality ]
Early intervention VR sporting games for motor skill developmental delay children
98-101, 2020-11-01
[ Early intervention,Virtual reality ]
A Virtual Reality Based System for Drug Addiction and Diagnosis
2020-09-28
Interactive Medical VR Streaming Service based on Software-Defined Network: Design and Implementation
2020-09-28
[ SDN,Streaming,VR ]
A kinect-based system for stroke rehabilitation
192-198, 2019-08-01
[ Effectiveness , Stroke , Upper extremity , Virtual-reality therapy ]
Diagnostic and rehabilitation system for Alzheimer's disease based on virtual reality technology in rehabilitation rooms
411-416, 2019-05-01
[ Alzheimer's disease , Cognitive function training , Physiological sensing , Virtual reality ]
Virtual classroom: An ADHD assessment and diagnosis system based on virtual reality
203-208, 2019-05-01
[ Attention deficit hyperactivity disorder , EEG , Eye Tracking , Virtual Reality ]
A Smart Unstaffed Retail Shop Based on Artificial Intelligence and IoT
2018-10-29
[ Artificial Intelligence , deep learning , Internet of Things , MASK-RCNN , unstaffed retail ]
Hand Rehabilitation Using Virtual Reality Electromyography Signals
125-131, 2017-11-22
[ electromyography , motor rehabilitation , SVM , virtual reality ]
Effects of Virtual Reality and Augmented Reality on Induced Anxiety
132-138, 2017-11-22
[ anxiety , augmented reality , claustrophobia , virtual reality ]
Pinch simulation with haptic feedback for stroke rehabilitation: A pilot study
1-6, 2017-07-01
[ haptics , pinch , rehabilitation , stroke , upper extremity , virtual reality (VR) therapy ]
ADHD assessment and testing system design based on virtual reality
1-5, 2017-07-01
[ ADHD , continuous performance test , electroencephalogram , eye tracking , virtual reality ]
Usability of a low-cost wearable health device for physical activity and sleep duration in healthy adults
35-38, 2015-06-22
[ Physical Activity , Sleep , Wearable Sensor ]
The movement-related cortical activities under the virtual environment with force feedback
11-12, 2015-04-03
[ rehabilitation , virtual reality ]
Applying unidirectional versus reciprocal teaching strategies in web-based environment and their effects on computer programming learning
5-9, 2013-10-15
[ computer programming learning , reciprocal , teaching strategies , unidirectional , web-based learning system ]
An innovative VR-based vestibular rehabilitation system
213-217, 2012-12-01
[ rehabilitation , vertigo , vestibular dysfunction , Virtual reality ]
A lower limb fracture postoperative-guided interactive rehabilitation training system and its effectiveness analysis
149-154, 2012-12-01
[ rehabilitation , virtual reality , wireless sensor ]
Compare virtual reality and augmented reality systems for claustrophobia from HRV
155-159, 2012-12-01
[ augmented reality , claustrophobia , heart rate variability , virtual reality ]
An innovative virtual reality system for mild cognitive impairment: Diagnosis and evaluation
23-27, 2012-12-01
[ Alzheimer's Disease , executive function , mild cognitive impairment , virtual realit ]
An innovative ADHD assessment system using virtual reality
78-83, 2012-12-01
[ ADHD , executive function , memory , virtual reality ]
A study for the application of body sensing in assisted rehabilitation training
922-925, 2012-07-30
[ body sensing , Kinect , rehabilitation , virtual reality ]
The custom focus design of bio-medical wireless sensor networks
589-592, 2012-07-30
[ Database , Omnipresent health care , Transfer protocol , Wireless Sensor Network ]
Virtual reality for post-stroke shoulder-arm motor rehabilitation: Training system & assessment method
190-195, 2012-01-01
The effect of stereoscopic to different spatial ability college students
170-174, 2012-01-01
[ 3D display,Ability-as-compensator hypothesis,Mental rotation,Spatial ability ]
U-healthcare system deployment
137-142, 2011-12-27
[ database , omnipresent health care , transfer protocol , Wireless Sensor Network ]
A 3D motion controlled method for the training of mental rotation
1-3, 2011-09-19
[ Component , Formatting , Insert (key words) , Style , Styling ]
Effects of stereoscopic displays and interaction devices on human motor behavior
2008-03-20
[ Motor rehabilitation , Stereoscopic displays , Virtual reality ]
Human factors effects of interaction and display devices in virtual reality (VR) medical rehabilitation
2008-01-01
Evaluation approach for post-stroke rehabilitation via virtual reality aided motor training
378-387, 2007-12-01
[ Evaluation approach , Human computer interaction , Rehabilitation , Virtual reality ]
A virtual reality oriented clinical experiment on post-stroke rehabilitation: Performance and preference comparison among different stereoscopic displays
2007-08-31
[ Autostereoscopic displays , Human computer interaction , Rehabilitation , Virtual reality ]
VR aided motor training for post-stroke rehabilitation: System design, clinical test, methodology for evaluation
299-300, 2007-08-10
[ Human computer interaction , Human factors , Physical therapy , Rehabilitation , Virtual reality ]
VR enhanced upper extremity motor training for post-stroke rehabilitation: Task design, clinical experiment and visualization on performance and progress
506-511, 2007-01-01
Optical 3D input device for 3D navigation in a panoramic virtual environment
2007-01-01
Tailoring virtual reality technology for stroke rehabilitation: A human factors design
929-934, 2006-12-01
[ Human factors , Stroke rehabilitation , Virtual reality ]
Integrated voice and haptic support for tele-rehabilitation
590-593, 2006-10-31
An integrated system: Virtual reality, haptics and modern sensing technique (VHS) for post-stroke rehabilitation
59-62, 2006-09-21
[ Haptics , Physical therapy , Stroke rehabilitation , Virtual reality , Visual sensing ]
Effects of gender, application, experience and constraints on interaction performance using autostereoscopic displays
2006-04-10
[ 3D interaction testing , Autostereoscopic displays , Depth test , Human performance engineering , Interaction performance ]
Pilot trial results from a virtual reality system designed to enhance recovery of skilled arm and hand movements after stroke
11-17, 2006-01-01
Virtual therapeutic environments with haptics: An interdisciplinary approach for developing post-stroke rehabilitation systems
70-76, 2005-12-01
[ Haptics , Interdisciplinary , Stroke rehabilitation , Telerehabilitation , Video games , Virtual reality ]
Quantitative comparison of interaction with shutter glasses and autostereoscopic displays
616-625, 2005-07-20
[ 3D interaction , Autostereoscopic displays , Benchmarking , Interaction modeling , Interactive displays , Stereo display ]
Design and development of virtual reality based perceptual-motor rehabilitation scenarios
4852-4855, 2004-12-01
[ Perceptual-motor Rehabilitation , Virtual Reality , Vison-Based Tracking ]

專書

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
374-382, 2015-01-01
[ Low back pain,Virtual reality,Wireless sensor IMU ]
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
213-222, 2015-01-01
[ Collaboration,Distant Collaboration,Interactive behaviors,Kinesthetic ]
Lecture Notes in Electrical Engineering
1083-1089, 2014-02-17
[ Hemiparesis,Pinch,Rehabilitation,Virtual reality ]
Lecture Notes in Electrical Engineering
1073-1082, 2014-02-17
[ Frozen shoulder,Microsoft kinect,Virtual reality ]
Lecture Notes in Electrical Engineering
1099-1105, 2014-02-17
Lecture Notes in Electrical Engineering
1063-1072, 2014-02-17
[ Frozen shoulder,Virtual reality,Wireless IMU sensor ]
Lecture Notes in Electrical Engineering
1091-1097, 2014-01-01
[ Children,Kinect games,Virtual realty ]
Advanced Materials Research
766-771, 2013-08-30
[ Cloud system,Frozen shoulder,Remote rehabilitation,Virtual reality ]
Applied Mechanics and Materials
2449-2452, 2013-03-12
[ Human-computer interaction,Rehabilitation,Virtual reality ]
Applied Mechanics and Materials
1889-1892, 2013-02-06
[ Motion rehabilitation,Virtual reality,Wireless sensor ]
Applied Mechanics and Materials
1839-1842, 2013-02-06
[ Human machine interaction,Rehabilitation,Virtual reality ]
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
101-111, 2012-07-23
[ collaboration,haptics,multi-symbols,Virtual reality ]
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
119-128, 2011-07-21
[ haptics,stroke rehabilitation,telerehabilitation,Virtual reality ]
Serious Games: Mechanisms and Effects
413-428, 2009-08-04

高教深耕計畫

數位偏鄉早療的社會實踐 1140101~1141231 [早期療育,機器學習,虛擬實境 , Early intervention,machine learning,VR/AR]

發展成人周邊靜脈導管不良事件風險評估預測模型 1140101~1141231 [成人周邊靜脈導管 , PIVC]

虛擬實境的腦認知功能行為刺激訓練與神經行為感知研究 1090101~1091231

國科會計畫統計

研發基於元宇宙多感官刺激與情景式暴露的毒癮誘發系統以及基於人工智慧的成癮強度評估方法 1140801~1150731

研發青少年自我傷害風險評估智慧模型與心理舒緩工具-整合生成式AI以及多模態神經感測的虛擬張老師 1131101~1141031

基於多模態情緒識別之憂鬱症精準輔助檢測與健康衛教的虛擬智能張老師(III)-總計畫暨子計畫三：憂鬱症精準輔助檢測與健康衛教的虛擬智能張老師(III) 1130801~1140731

偏鄉智慧早療模式--數位偏鄉早期療育之智慧模式的建構與實踐(3/3) 1130801~1140731

結合虛擬實境與多模態之人工智慧兒童發展評估系統之產品化開發 1110601~1120531 [人工智慧,兒童發展,虛擬實境 , AI,AR, VR,child development]

產學合作計畫統計

多模態自殺模型的模型訓練 1140315~1140715 [虛擬實境 , VR]

結合虛擬實境與多模態之人工智慧兒童發展評估系統之產品化開發 1110601~1120531 [人工智慧,兒童發展,虛擬實境 , AI,AR、VR,child development]

兒童早療健康管理服務平臺設計與開發 1101201~1110530 [早期療育,人工智慧,大數據 , early intervention,big data,artificial intelligent]

110年中大聯新醫院聯合研發中心計畫-虛擬實境技術結合人工智能與眼球追蹤和腦波技術應用於輕度顱腦損傷之病人檢測方法研究 1100801~1110731 [虛擬實境,人工智能,眼球追蹤,腦波技術,輕度顱腦損傷 , AI,VR,EEG,mTBI,VEP]

大規模崩塌潛勢區氣象預警視覺化因應5G/6G展示功能研究案 1100522~1101030 [電腦視覺 , AR、VR]

虛擬實境技術結合人工智能應用于認知功能障礙輔助診斷方法研究 1080801~1090731

期刊著作

Loka: A Cross-Platform Virtual Reality Streaming Framework for the Metaverse Sensors, 25, 4, 2025-02-01 [ cloud rendering,internet of things,Metaverse,virtual reality ]

Qigong Master: A Qigong-Based Attention Training Game Using Action Recognition and Balance Analysis IEEE Transactions on Games, 16, 2, 376-383, 2024-06-01 [ Action recognition,attention-deficit/hyperactivity disorder (ADHD),Baduanjin,Kinect,virtual reality (VR) ]

Neural Reactivity to Haptics: Virtual Tasks Versus Physical Tasks IEEE Sensors Journal, 24, 7, 11817-11828, 2024-04-01 [ Electroencephalography (EEG),hand rehabilitation,haptic feedback,machine learning (ML),psychological measurement,virtual reality (VR) ]

Virtual-Reality-Based Supermarket for Intellectual Disability Classification, Diagnostics, and Assessment IEEE Transactions on Learning Technologies, 17, 404-412, 2024-01-01 [ Assessment,intelligent disability (ID),machine learning (ML),virtual reality (VR) ]

Dyslexia Analysis and Diagnosis Based on Eye Movement IEEE Transactions on Neural Systems and Rehabilitation Engineering, 32, 4109-4119, 2024-01-01 [ Cognitive assessment,diagnostic tools,dyslexia,eye movement tracking,fusion models,machine learning,physiological data analysis ]

The Swallowing Intelligent Assessment System Based on Tongue Strength and Surface EMG IEEE Sensors Journal, 23, 15, 17310-17318, 2023-08-01 [ Dysphagia,surface electromyography (sEMG),swallowing assessment,tongue strength ]

Stress Recognition Based on Multiphysiological Data in High-Pressure Driving VR Scene IEEE Sensors Journal, 22, 20, 19897-19907, 2022-10-15 [ Electrocardiography (ECG),eye tracking,Galvanic skin response (GSR),machine learning (ML),stress recognition,virtual reality (VR) ]

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) ]

Cognitive workload evaluation of landmarks and routes using virtual reality PLoS ONE, 17, 5 May, 2022-05-01

An Intelligent Motor Assessment Method Utilizing a Bi-Lateral Virtual-Reality Task for Stroke Rehabilitation on Upper Extremity IEEE Journal of Translational Engineering in Health and Medicine, 10, 2022-01-01 [ machine learning,motor training,Stroke rehabilitation,virtual reality ]

Effects of neuro-cognitive load on learning transfer using a virtual reality-based driving system Big Data and Cognitive Computing, 5, 4, 2021-12-01 [ Cognitive load,Driving simulator,Learning transfer,Multimodal fusion,Physiological measures,Virtual reality ]

Studying the effect of redundancy in a virtual reality classroom Educational Technology Research and Development, 69, 2, 1183-1200, 2021-04-01 [ Cognitive load theory,Multimedia,Redundancy effect,VR classroom ]

Motor indicators for the assessment of frozen shoulder rehabilitation via a virtual reality training system Electronics (Switzerland), 10, 6, 1-14, 2021-03-02 [ Frozen shoulder,Motor assessment,Rehabilitation,Virtual reality (VR) ]

A Wearable Hand Rehabilitation System with Soft Gloves IEEE Transactions on Industrial Informatics, 17, 2, 943-952, 2021-02-01

An Evidence-Based Intelligent Method for Upper-Limb Motor Assessment via a VR Training System on Stroke Rehabilitation IEEE Access, 9, 65871-65881, 2021-01-01 [ assessment,machine learning,motor training,Stroke rehabilitation,virtual reality ]

Design of mirror therapy system base on multi-channel surface-electromyography signal pattern recognition and mobile augmented reality Electronics (Switzerland), 9, 12, 1-16, 2020-12-01

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 ]

A Smart Dental Health-IoT Platform Based on Intelligent Hardware, Deep Learning, and Mobile Terminal IEEE Journal of Biomedical and Health Informatics, 24, 3, 898-906, 2020-03-01 [ artificial intelligence , deep learning , Health-IoT , intelligent hardware , MASK R-CNN , mobile terminal ]

The adoption of a virtual reality–assisted training system for mental rotation: A partial least squares structural equation modeling approach JMIR Serious Games, 8, 1, 2020-01-01

How Motion-Control Influences a VR-Supported Technology for Mental Rotation Learning: From the Perspectives of Playfulness, Gender Difference and Technology Acceptance Model International Journal of Human-Computer Interaction, 35, 18, 1736-1746, 2019-11-08

Classification of multichannel surface-electromyography signals based on convolutional neural networks Journal of Industrial Information Integration, 15, 201-206, 2019-09-01 [ CNN , Electromyography , Motor rehabilitation , Pattern recognition , Spectrogram ]

The Introduction of a Novel Virtual Reality Training System for Gynecology Learning and Its User Experience Research IEEE Access, 7, 43637-43653, 2019-01-01 [ acceptance and adoption of systems , immersive and interactive design , training/learning system , user experience , Virtual reality ]

Wearable Sensors Integrated with Virtual Reality: A Self-Guided Healthcare System Measuring Shoulder Joint Mobility for Frozen Shoulder Journal of Healthcare Engineering, 2019, 2019-01-01

A multiplayer online car racing virtual-reality game based on internet of brains Journal of Systems Architecture, 89, 30-40, 2018-09-01 [ Brain-computer interface , Car racing game , Concentration , EEG , Mental arithmetic , Virtual reality ]

Effects of Virtual Reality and Augmented Reality on Induced Anxiety IEEE Transactions on Neural Systems and Rehabilitation Engineering, 26, 7, 1345-1352, 2018-07-01 [ Anxiety , augmented reality , claustrophobia , virtual reality ]

The Effects of Immersion and Interactivity on College Students' Acceptance of a Novel VR-Supported Educational Technology for Mental Rotation IEEE Access, 6, 66590-66599, 2018-01-01 [ educational training technology , immersion , interactivity , technology acceptance , Virtual reality ]

The Effect of Augmented Reality and Virtual Reality on Inducing Anxiety for Exposure Therapy: A Comparison Using Heart Rate Variability Journal of Healthcare Engineering, 2018, 2018-01-01

Three-dimensional, virtual reality vestibular rehabilitation for chronic imbalance problem caused by Ménière’s disease: a pilot study* Disability and Rehabilitation, 39, 16, 1601-1606, 2017-07-31

Camera-tracking gaming control device for evaluation of active wrist flexion and extension Journal of Hand Therapy, 30, 1, 89-96, 2017-01-01

The Efficacy of a Haptic-Enhanced Virtual Reality System for Precision Grasp Acquisition in Stroke Rehabilitation Journal of Healthcare Engineering, 2017, 2017-01-01

Motor Ingredients Derived from a Wearable Sensor-Based Virtual Reality System for Frozen Shoulder Rehabilitation BioMed Research International, 2016, 2016-01-01

Depth-sensor-based monitoring of therapeutic exercises Sensors, 15, 10, 25628-25647, 2015-10-09 [ Motion trajectory , SOM , Spatial-temporal pattern recognition , Therapeutic exercise ]

Does the redundancy effect exist in electronic slideshow assisted lecturing? Computers and Education, 88, 303-314, 2015-07-13 [ Improving classroom teaching , Media in education , Pedagogical issues ]

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

Evaluation of a haptics-based virtual reality temporal bone simulator for anatomy and surgery training Computer Methods and Programs in Biomedicine, 113, 2, 674-681, 2014-02-01 [ Anatomic dissection , Haptics , Medical education , Otolaryngology , Surgical technique , Virtual environment ]

Haptic virtual reality pinch task for chronic hemiparesis Journal of Computers (Taiwan), 25, 1, 48-55, 2014-01-01 [ Haptic , Hemiparesis , Pinch , Virtual reality ]

Motion controllers for learners to manipulate and interact with 3D objects for mental rotation training , 45, 4, 666-675, 2014-01-01

Effects of unidirectional vs. reciprocal teaching strategies on web-based computer programming learning Journal of Educational Computing Research, 50, 1, 67-95, 2014-01-01

Machine learning-based assessment tool for imbalance and vestibular dysfunction with virtual reality rehabilitation system Computer Methods and Programs in Biomedicine, 116, 3, 311-318, 2014-01-01 [ Assessment , Machine learning , Vestibular dysfunction , Virtual reality ]

Intelligent frozen shoulder rehabilitation IEEE Intelligent Systems, 29, 3, 22-28, 2014-01-01 [ e-medicine , frozen shoulder , intelligent systems , rehabilitation , virtual reality ]

Recognition-based physical response to facilitate EFL learning Educational Technology and Society, 17, 4, 432-445, 2014-01-01 [ Interaction , Kinesthetic , Language , Learning , Perception ]

A virtual reality system integrated with robot-assisted haptics to simulate pinch-grip task: Motor ingredients for the assessment in chronic stroke , 35, 3, 435-449, 2014-01-01 [ assessment , haptics , rehabilitation , Stroke , virtual reality ]

Interactive 3-dimensional virtual reality rehabilitation for patients with chronic imbalance and vestibular dysfunction Technology and Health Care, 22, 6, 915-921, 2014-01-01 [ Balance , rehabilitation , vestibular , virtual reality ]

Long-term sacral magnetic stimulation for refractory stress urinary incontinence , 95, 12, 2231-2238, 2014-01-01 [ Magnetic stimulation therapy , Quality of life , Rehabilitation , Treatment , Urinary incontinence , Urodynamics ]

High-performance meshing processing of remote sensing data on large displays Journal of Applied Remote Sensing, 8, 1, 2014-01-01

Stroke Rehabilitation via a Haptics-Enhanced Virtual Reality System Smart Innovation, Systems and Technologies, 21, 439-453, 2013-06-28

Study of co-located and distant collaboration with symbolic support via a haptics-enhanced virtual reality task Interactive Learning Environments, 21, 2, 184-198, 2013-04-01 [ collaboration , haptics , symbolic representation , virtual reality ]

Intervention to enhance skilled arm and hand movements after stroke: A feasibility study using a new virtual reality system , 4, 2007-07-27

研討會著作

Virtual reality based Neural Sensors with Respirator for Cardiorespiratory Synchrony Training System 86-91, 2024-01-01 [ Electroencephalography (EEG),Heart rate variability (HRV) electrocardiogram (ECG),machine learning,SVM,virtual reality ]

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 ]

Interactive Visualization System of 3-D digital Elevation Model For Mountain Collapse Simulation 152-155, 2022-01-01

The effectiveness of virtual reality technology applying in vocational training on occupational competency among the students with intellectual disability in senior high school 2021-08-29

A VR-based Training and Intelligent Assessment System Integrated with Multi-modal Sensing for Children with Autism Spectrum Disorder 191-195, 2021-01-01 [ ASD,Autism Spectrum Disorder,Diagnosis,EEG,Evaluation,Intervention,Machine Learning,Training,Virtual Reality ]

Portable VR-based Concussion Diagnostics of Mild Traumatic Brain Injury 21-25, 2021-01-01 [ Concussion,EEG,Eye Tracking,Machine Learning,Mild Traumatic Brain Injury,Virtual Reality ]

Early intervention VR sporting games for motor skill developmental delay children 98-101, 2020-11-01 [ Early intervention,Virtual reality ]

A Virtual Reality Based System for Drug Addiction and Diagnosis 2020-09-28

Interactive Medical VR Streaming Service based on Software-Defined Network: Design and Implementation 2020-09-28 [ SDN,Streaming,VR ]

A kinect-based system for stroke rehabilitation 192-198, 2019-08-01 [ Effectiveness , Stroke , Upper extremity , Virtual-reality therapy ]

Diagnostic and rehabilitation system for Alzheimer's disease based on virtual reality technology in rehabilitation rooms 411-416, 2019-05-01 [ Alzheimer's disease , Cognitive function training , Physiological sensing , Virtual reality ]

Virtual classroom: An ADHD assessment and diagnosis system based on virtual reality 203-208, 2019-05-01 [ Attention deficit hyperactivity disorder , EEG , Eye Tracking , Virtual Reality ]

數位偏鄉早療的社會實踐
1140101~1141231
[早期療育,機器學習,虛擬實境 , Early intervention,machine learning,VR/AR]

發展成人周邊靜脈導管不良事件風險評估預測模型
1140101~1141231
[成人周邊靜脈導管 , PIVC]

虛擬實境的腦認知功能行為刺激訓練與神經行為感知研究
1090101~1091231

研發基於元宇宙多感官刺激與情景式暴露的毒癮誘發系統以及基於人工智慧的成癮強度評估方法
1140801~1150731

研發青少年自我傷害風險評估智慧模型與心理舒緩工具-整合生成式AI以及多模態神經感測的虛擬張老師
1131101~1141031

基於多模態情緒識別之憂鬱症精準輔助檢測與健康衛教的虛擬智能張老師(III)-總計畫暨子計畫三：憂鬱症精準輔助檢測與健康衛教的虛擬智能張老師(III)
1130801~1140731

偏鄉智慧早療模式--數位偏鄉早期療育之智慧模式的建構與實踐(3/3)
1130801~1140731

結合虛擬實境與多模態之人工智慧兒童發展評估系統之產品化開發
1110601~1120531
[人工智慧,兒童發展,虛擬實境 , AI,AR, VR,child development]

多模態自殺模型的模型訓練
1140315~1140715
[虛擬實境 , VR]

結合虛擬實境與多模態之人工智慧兒童發展評估系統之產品化開發
1110601~1120531
[人工智慧,兒童發展,虛擬實境 , AI,AR、VR,child development]

兒童早療健康管理服務平臺設計與開發
1101201~1110530
[早期療育,人工智慧,大數據 , early intervention,big data,artificial intelligent]

110年中大聯新醫院聯合研發中心計畫-虛擬實境技術結合人工智能與眼球追蹤和腦波技術應用於輕度顱腦損傷之病人檢測方法研究
1100801~1110731
[虛擬實境,人工智能,眼球追蹤,腦波技術,輕度顱腦損傷 , AI,VR,EEG,mTBI,VEP]

大規模崩塌潛勢區氣象預警視覺化因應5G/6G展示功能研究案
1100522~1101030
[電腦視覺 , AR、VR]

虛擬實境技術結合人工智能應用于認知功能障礙輔助診斷方法研究
1080801~1090731

Loka: A Cross-Platform Virtual Reality Streaming Framework for the Metaverse
Sensors, 25, 4, 2025-02-01
[ cloud rendering,internet of things,Metaverse,virtual reality ]

Qigong Master: A Qigong-Based Attention Training Game Using Action Recognition and Balance Analysis
IEEE Transactions on Games, 16, 2, 376-383, 2024-06-01
[ Action recognition,attention-deficit/hyperactivity disorder (ADHD),Baduanjin,Kinect,virtual reality (VR) ]

Neural Reactivity to Haptics: Virtual Tasks Versus Physical Tasks
IEEE Sensors Journal, 24, 7, 11817-11828, 2024-04-01
[ Electroencephalography (EEG),hand rehabilitation,haptic feedback,machine learning (ML),psychological measurement,virtual reality (VR) ]

Virtual-Reality-Based Supermarket for Intellectual Disability Classification, Diagnostics, and Assessment
IEEE Transactions on Learning Technologies, 17, 404-412, 2024-01-01
[ Assessment,intelligent disability (ID),machine learning (ML),virtual reality (VR) ]

Dyslexia Analysis and Diagnosis Based on Eye Movement
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 32, 4109-4119, 2024-01-01
[ Cognitive assessment,diagnostic tools,dyslexia,eye movement tracking,fusion models,machine learning,physiological data analysis ]

The Swallowing Intelligent Assessment System Based on Tongue Strength and Surface EMG
IEEE Sensors Journal, 23, 15, 17310-17318, 2023-08-01
[ Dysphagia,surface electromyography (sEMG),swallowing assessment,tongue strength ]

Stress Recognition Based on Multiphysiological Data in High-Pressure Driving VR Scene
IEEE Sensors Journal, 22, 20, 19897-19907, 2022-10-15
[ Electrocardiography (ECG),eye tracking,Galvanic skin response (GSR),machine learning (ML),stress recognition,virtual reality (VR) ]

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) ]

Cognitive workload evaluation of landmarks and routes using virtual reality
PLoS ONE, 17, 5 May, 2022-05-01

An Intelligent Motor Assessment Method Utilizing a Bi-Lateral Virtual-Reality Task for Stroke Rehabilitation on Upper Extremity
IEEE Journal of Translational Engineering in Health and Medicine, 10, 2022-01-01
[ machine learning,motor training,Stroke rehabilitation,virtual reality ]

Effects of neuro-cognitive load on learning transfer using a virtual reality-based driving system
Big Data and Cognitive Computing, 5, 4, 2021-12-01
[ Cognitive load,Driving simulator,Learning transfer,Multimodal fusion,Physiological measures,Virtual reality ]

Studying the effect of redundancy in a virtual reality classroom
Educational Technology Research and Development, 69, 2, 1183-1200, 2021-04-01
[ Cognitive load theory,Multimedia,Redundancy effect,VR classroom ]

Motor indicators for the assessment of frozen shoulder rehabilitation via a virtual reality training system
Electronics (Switzerland), 10, 6, 1-14, 2021-03-02
[ Frozen shoulder,Motor assessment,Rehabilitation,Virtual reality (VR) ]

A Wearable Hand Rehabilitation System with Soft Gloves
IEEE Transactions on Industrial Informatics, 17, 2, 943-952, 2021-02-01

An Evidence-Based Intelligent Method for Upper-Limb Motor Assessment via a VR Training System on Stroke Rehabilitation
IEEE Access, 9, 65871-65881, 2021-01-01
[ assessment,machine learning,motor training,Stroke rehabilitation,virtual reality ]

Design of mirror therapy system base on multi-channel surface-electromyography signal pattern recognition and mobile augmented reality
Electronics (Switzerland), 9, 12, 1-16, 2020-12-01

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 ]

A Smart Dental Health-IoT Platform Based on Intelligent Hardware, Deep Learning, and Mobile Terminal
IEEE Journal of Biomedical and Health Informatics, 24, 3, 898-906, 2020-03-01
[ artificial intelligence , deep learning , Health-IoT , intelligent hardware , MASK R-CNN , mobile terminal ]

The adoption of a virtual reality–assisted training system for mental rotation: A partial least squares structural equation modeling approach
JMIR Serious Games, 8, 1, 2020-01-01

How Motion-Control Influences a VR-Supported Technology for Mental Rotation Learning: From the Perspectives of Playfulness, Gender Difference and Technology Acceptance Model
International Journal of Human-Computer Interaction, 35, 18, 1736-1746, 2019-11-08

Classification of multichannel surface-electromyography signals based on convolutional neural networks
Journal of Industrial Information Integration, 15, 201-206, 2019-09-01
[ CNN , Electromyography , Motor rehabilitation , Pattern recognition , Spectrogram ]

The Introduction of a Novel Virtual Reality Training System for Gynecology Learning and Its User Experience Research
IEEE Access, 7, 43637-43653, 2019-01-01
[ acceptance and adoption of systems , immersive and interactive design , training/learning system , user experience , Virtual reality ]

Wearable Sensors Integrated with Virtual Reality: A Self-Guided Healthcare System Measuring Shoulder Joint Mobility for Frozen Shoulder
Journal of Healthcare Engineering, 2019, 2019-01-01

A multiplayer online car racing virtual-reality game based on internet of brains
Journal of Systems Architecture, 89, 30-40, 2018-09-01
[ Brain-computer interface , Car racing game , Concentration , EEG , Mental arithmetic , Virtual reality ]

Effects of Virtual Reality and Augmented Reality on Induced Anxiety
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 26, 7, 1345-1352, 2018-07-01
[ Anxiety , augmented reality , claustrophobia , virtual reality ]

The Effects of Immersion and Interactivity on College Students' Acceptance of a Novel VR-Supported Educational Technology for Mental Rotation
IEEE Access, 6, 66590-66599, 2018-01-01
[ educational training technology , immersion , interactivity , technology acceptance , Virtual reality ]

The Effect of Augmented Reality and Virtual Reality on Inducing Anxiety for Exposure Therapy: A Comparison Using Heart Rate Variability
Journal of Healthcare Engineering, 2018, 2018-01-01

Three-dimensional, virtual reality vestibular rehabilitation for chronic imbalance problem caused by Ménière’s disease: a pilot study*
Disability and Rehabilitation, 39, 16, 1601-1606, 2017-07-31

Camera-tracking gaming control device for evaluation of active wrist flexion and extension
Journal of Hand Therapy, 30, 1, 89-96, 2017-01-01

The Efficacy of a Haptic-Enhanced Virtual Reality System for Precision Grasp Acquisition in Stroke Rehabilitation
Journal of Healthcare Engineering, 2017, 2017-01-01

Motor Ingredients Derived from a Wearable Sensor-Based Virtual Reality System for Frozen Shoulder Rehabilitation
BioMed Research International, 2016, 2016-01-01

Depth-sensor-based monitoring of therapeutic exercises
Sensors, 15, 10, 25628-25647, 2015-10-09
[ Motion trajectory , SOM , Spatial-temporal pattern recognition , Therapeutic exercise ]

Does the redundancy effect exist in electronic slideshow assisted lecturing?
Computers and Education, 88, 303-314, 2015-07-13
[ Improving classroom teaching , Media in education , Pedagogical issues ]

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

Evaluation of a haptics-based virtual reality temporal bone simulator for anatomy and surgery training
Computer Methods and Programs in Biomedicine, 113, 2, 674-681, 2014-02-01
[ Anatomic dissection , Haptics , Medical education , Otolaryngology , Surgical technique , Virtual environment ]

Haptic virtual reality pinch task for chronic hemiparesis
Journal of Computers (Taiwan), 25, 1, 48-55, 2014-01-01
[ Haptic , Hemiparesis , Pinch , Virtual reality ]

Motion controllers for learners to manipulate and interact with 3D objects for mental rotation training
, 45, 4, 666-675, 2014-01-01

Effects of unidirectional vs. reciprocal teaching strategies on web-based computer programming learning
Journal of Educational Computing Research, 50, 1, 67-95, 2014-01-01

Machine learning-based assessment tool for imbalance and vestibular dysfunction with virtual reality rehabilitation system
Computer Methods and Programs in Biomedicine, 116, 3, 311-318, 2014-01-01
[ Assessment , Machine learning , Vestibular dysfunction , Virtual reality ]

Intelligent frozen shoulder rehabilitation
IEEE Intelligent Systems, 29, 3, 22-28, 2014-01-01
[ e-medicine , frozen shoulder , intelligent systems , rehabilitation , virtual reality ]

Recognition-based physical response to facilitate EFL learning
Educational Technology and Society, 17, 4, 432-445, 2014-01-01
[ Interaction , Kinesthetic , Language , Learning , Perception ]

A virtual reality system integrated with robot-assisted haptics to simulate pinch-grip task: Motor ingredients for the assessment in chronic stroke
, 35, 3, 435-449, 2014-01-01
[ assessment , haptics , rehabilitation , Stroke , virtual reality ]

Interactive 3-dimensional virtual reality rehabilitation for patients with chronic imbalance and vestibular dysfunction
Technology and Health Care, 22, 6, 915-921, 2014-01-01
[ Balance , rehabilitation , vestibular , virtual reality ]

Long-term sacral magnetic stimulation for refractory stress urinary incontinence
, 95, 12, 2231-2238, 2014-01-01
[ Magnetic stimulation therapy , Quality of life , Rehabilitation , Treatment , Urinary incontinence , Urodynamics ]

High-performance meshing processing of remote sensing data on large displays
Journal of Applied Remote Sensing, 8, 1, 2014-01-01

Stroke Rehabilitation via a Haptics-Enhanced Virtual Reality System
Smart Innovation, Systems and Technologies, 21, 439-453, 2013-06-28

Study of co-located and distant collaboration with symbolic support via a haptics-enhanced virtual reality task
Interactive Learning Environments, 21, 2, 184-198, 2013-04-01
[ collaboration , haptics , symbolic representation , virtual reality ]

Intervention to enhance skilled arm and hand movements after stroke: A feasibility study using a new virtual reality system
, 4, 2007-07-27

Virtual reality based Neural Sensors with Respirator for Cardiorespiratory Synchrony Training System
86-91, 2024-01-01
[ Electroencephalography (EEG),Heart rate variability (HRV) electrocardiogram (ECG),machine learning,SVM,virtual reality ]

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 ]

Interactive Visualization System of 3-D digital Elevation Model For Mountain Collapse Simulation
152-155, 2022-01-01

The effectiveness of virtual reality technology applying in vocational training on occupational competency among the students with intellectual disability in senior high school
2021-08-29

A VR-based Training and Intelligent Assessment System Integrated with Multi-modal Sensing for Children with Autism Spectrum Disorder
191-195, 2021-01-01
[ ASD,Autism Spectrum Disorder,Diagnosis,EEG,Evaluation,Intervention,Machine Learning,Training,Virtual Reality ]

Portable VR-based Concussion Diagnostics of Mild Traumatic Brain Injury
21-25, 2021-01-01
[ Concussion,EEG,Eye Tracking,Machine Learning,Mild Traumatic Brain Injury,Virtual Reality ]

Early intervention VR sporting games for motor skill developmental delay children
98-101, 2020-11-01
[ Early intervention,Virtual reality ]

A Virtual Reality Based System for Drug Addiction and Diagnosis
2020-09-28

Interactive Medical VR Streaming Service based on Software-Defined Network: Design and Implementation
2020-09-28
[ SDN,Streaming,VR ]

A kinect-based system for stroke rehabilitation
192-198, 2019-08-01
[ Effectiveness , Stroke , Upper extremity , Virtual-reality therapy ]

Diagnostic and rehabilitation system for Alzheimer's disease based on virtual reality technology in rehabilitation rooms
411-416, 2019-05-01
[ Alzheimer's disease , Cognitive function training , Physiological sensing , Virtual reality ]

Virtual classroom: An ADHD assessment and diagnosis system based on virtual reality
203-208, 2019-05-01
[ Attention deficit hyperactivity disorder , EEG , Eye Tracking , Virtual Reality ]

A Smart Unstaffed Retail Shop Based on Artificial Intelligence and IoT
2018-10-29
[ Artificial Intelligence , deep learning , Internet of Things , MASK-RCNN , unstaffed retail ]

Hand Rehabilitation Using Virtual Reality Electromyography Signals
125-131, 2017-11-22
[ electromyography , motor rehabilitation , SVM , virtual reality ]

Effects of Virtual Reality and Augmented Reality on Induced Anxiety
132-138, 2017-11-22
[ anxiety , augmented reality , claustrophobia , virtual reality ]

Pinch simulation with haptic feedback for stroke rehabilitation: A pilot study
1-6, 2017-07-01
[ haptics , pinch , rehabilitation , stroke , upper extremity , virtual reality (VR) therapy ]

ADHD assessment and testing system design based on virtual reality
1-5, 2017-07-01
[ ADHD , continuous performance test , electroencephalogram , eye tracking , virtual reality ]