College of Photonics, National Yang Ming Chiao Tung University

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Programs

Faculty Lineup

Shih-Ching Yeh

Title:Professor &Director

Office Location:
Chimei 530
Extension:
#57822
E-mail:
shihching.yeh@nycu.edu.tw
Website:
Expertise:
Metaverse (VR/AR/MR), Wearable Sensing, Machine Learning, Internet of Things, Neuro-Rehabilitation
Research:
Digital Therapeutics, Intelligent Diagnosis/Assessment, Health Internet of Things, Climate Visualization System, Medical Education System

Education

  • School Name

    Country

    Department

    Degree

    From and To

  • University of Southern California

    國別:USA

    系所:Computer Science

    學位:Ph.D.

    起迄年月:2004.05~2008.11

Experience

  • Service Agency

    Title

    Department

    Positions

    From and To

  • National Yang Ming Chiao Tung University

    職稱:Professor

    部門/系所:Institute of Photonic System

    擔任職務:Director

    起迄年月:2023.02~

  • National Central University

    職稱:Professor

    部門/系所:Department of Computer Science and Information Engineering

    擔任職務:

    起迄年月:2019.02~2023.01

  • Fudan University

    職稱:Researcher

    部門/系所:School of Information Science and Technologies

    擔任職務:

    起迄年月:2015.09~2019.01

  • Sun Yat-Sen University

    職稱:Associate Professor

    部門/系所:School of Mobile Information and Engineering

    擔任職務:

    起迄年月:2014.09~2015.08

  • National Central University

    職稱:Assistant Professor

    部門/系所:Department of Computer Science and Information Engineering

    擔任職務:

    起迄年月:2009.08~2014.08

  • University of Southern California

    職稱:Computer Scientist

    部門/系所:Institute of Creative Technologies

    擔任職務:

    起迄年月:2008.08~2009.07

Publications

1. Chun-Chuan Chen, Eric Hsiao-Kuang Wu, Member, IEEE, Yan-Qing Chen, Ho-Jung Tsai, Chia-Ru Chung, Shih-Ching Yeh*, Neuronal Correlates of Task Irrelevant Distractions Enhance the Detection of Attention Deficit/Hyperactivity Disorder, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023. (IF=4.528, Rank=10/68, Q1, Rehabilitation)
2. Chen Chih-Hsuan, Chia-Ru Chung, Hsuan-Yu Yang, Shih-Ching Yeh, Eric Hsiao-Kuang Wu, Hsin-Jung Ting, “Virtual Reality-Based Supermarket for Intellectual Disability Classification, Diagnostics and Assessment”, IEEE Transactions on Learning Technologies, 2023 (Accept)
(SCI, IF=4.433, Rank=38/270, Q1, EDUCATION & EDUCATIONAL RESEARCH)
3. R. Vaitheeshwari, Shih-Ching Yeh, Eric Hsiao-Kuang Wu, Fu-An Lin, “The Swallowing Intelligent Assessment System Based on Tongue Strength and Surface EMG”, IEEE Sensors Journal, 2023 (Accept)
(SCI, IF=4.325, Rank=14/64, Q1, INSTRUMENTS & INSTRUMENTATION)
4. Chia-Ru Chung, Shih-Ching Yeh, Eric Hsiao-Kuang Wu, and Sheng-Yang Lin, “Qigong Master: A Qigong-based attention training game using action recognition and balance analysis”, IEEE Transactions on Games, 2023 (Accept)
(SCI, IF=1.237, Rank=89/110, Q4, COMPUTER SCIENCE, SOFTWARE ENGINEERING)
5. R. Vaitheeshwari, Shih-Ching Yeh, Eric Hsiao-Kuang Wu, Jyun-Yu Chen and Chia-Ru Chung, Stress Recognition Based on Multi-Physiological Data in High Pressure Driving VR Scene, IEEE Sensors Journal, 2022. (IF=4.325, Rank=14/64, Q1, INSTRUMENTS & INSTRUMENTATION)
6. Chun-Chuan Chen, Chia-Ru Chung, Meng-Chang Tsai, Eric Hsiao-Kuang Wu, Po-Ru Chiu, Po-Yi Tsai, Shih-Ching Yeh*, “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, 2022. (IF=2.899, Rank=55/115, Q2, ENGINEERING, BIOMEDICAL)
7. Chun-Chuan Chen, Meng-Chang Tsai, Eric Hsiao-Kuang Wu*, Chia-Ru Chung, Yuchi Lee, Po-Ru Chiu, Po-Yi Tsai, Shao-Rong Sheng, Shih-Ching Yeh, "Neuronal Abnormalities Induced by an Intelligent Virtual Reality System for Methamphetamine Use Disorder ", IEEE Journal of Biomedical and Health Informatics, 2022. (IF=3.85, Rank=18/148, Q1, COMPUTER SCIENCE INFORMATION SYSTEM)
8. Chia-Ru Chung, Mu-Chun Su, Si-Huie Lee, Eric Hsiao-Kuang Wu*, Li-Hsien Tang, Shih-Ching Yeh, “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, 2022. (IF=2.899, Rank=55/115, Q2, ENGINEERING, BIOMEDICAL)
9. Bing-Fong Lin, Shih-Ching Yeh, Yu-Chieh Jill Kao, Chia-Feng Lu, Po-Yi Tsai, “Functional Remodeling Associated with Language Recovery after Repetitive Transcranial Magnetic Stimulation in Chronic Aphasic Stroke”, Frontiers in Neurology, section Neurorehabilitation, 2022. (IF=4.003, Rank=72/208, Q2, CLINICAL NEUROLOGY)
10. Abdurrahman UA, Zheng L, Yeh S-C (2022) Cognitive workload evaluation of landmarks and routes using virtual reality. PLoS ONE 17(5): e0268399. (IF=3.24, Rank=26/72, Q2, MULTIDISCIPLINARY SCIENCES)
11. Shih-Ching Yeh, Eric Hsiao-Kuang Wu, Ying-Ru Lee, Vaitheeshwari Rajendran, Chen-Wei Chang *, “User Experience of Virtual-Reality Interactive Interfaces: A Comparison between Hand Gesture Recognition and Joystick Control for XRSPACE MANOVA”, Applied Sciences, 2022. (IF=2.838, Rank=62/135, Q2, MULTIDISCIPLINARY SCIENCES)
12. Chia-Fen Tsai, Chia-Ru Chung, Chun-Chuan Chen,Eric Hsiao-Kuang Wu, Cheng-Yi Huang, Po-Yi Tsai, Shih-Ching Yeh, ”A Machine-learning Based Assessment Method for Early-stage Neurocognitive Impairment by an Immersive Virtual Supermarket”, IEEE Transactions on Neural Systems & Rehabilitation Engineering , 2021. (IF=3.802, Rank=3/65, Q1, REHABILITATION)
13. Meng-Chang Tsai, Chia-Ru Chung, Chun-Chuan Chen, Shih-Ching Yeh*, Jyun-Yu Chen, Chun-Han Lin, Ying-Ju Chen, Ming-Che Tsai, Ya-Ling Wang, Chia-Ju Lin, Eric Hsiao-Kuang Wu, “An Intelligent Virtual-Reality System with Multi-Model Sensing for Cue-Elicited Craving in Patients with Methamphetamine Use Disorder”, IEEE Transactions on Biomedical Engineering, 2021. (IF=4.424, Rank=14/87, Q1, ENGINEERING, BIOMEDICAL)
14. S. -H. Lee, J. Cui, L. Liu, M. -C. Su, L. Zheng and S. -C. Yeh, "An Evidence-based Intelligent Method for Upper-limb Motor Assessment via a VR Training System on Stroke Rehabilitation," in IEEE Access, 2021, doi: 10.1109/ACCESS.2021.3075778. (IF=3.557, Rank=24/148, Q1, COMPUTER SCIENCE INFORMATION SYSTEM)
15. Tzu-Chien Liu, Yi-Chun Lin, Tzu-Ning Wang, Shih-Ching Yeh, Slava Kalyuga, “Studying the Effect of Redundancy in a Virtual Reality Classroom”, Educational Technology Research and Development, 2021. (IF=2.303, Rank=58/263, Q1, EDUCATION&EDUCATIONAL RESEARCH)
16. Si-Huei Lee, Shih-Ching Yeh, Jianjun Cui, Chia-Ru Chung, Chang-Hsin Yeh, Lizheng Liu *,Motor Indicators for the Assessment of Frozen Shoulder Rehabilitation via a Virtual Reality Training System,2021,[J] Electronics. (IF=2.412, Rank=125/266, Q2, Engineering, Electrical & Electronics)
17. Shih-Ching Yeh, Sheng-Yang Lin, Eric Hsiao-Kuang Wu, Kai-Feng Zhang, Xiu Xu, Albert Rizzo, Chia-Ru Chung, “A Virtual-Reality System Integrated with Neuro-Behavior Sensing for Attention-Deficit / Hyperactivity Disorder Intelligent Assessment”, IEEE Transaction on Neural Systems and Rehabilitation,2020. (IF=3.972, Rank=3/65, Q1, REHABILITATION)
18. Changwei Wesley Wu, Shuang-Hua Lin, Liming Hsu, Shih-Ching Yeh, Si-Huei Lee, Chun-chuan Chen, “Synchrony between Default-mode and Sensorimotor Networks Facilitates Motor Function in Stroke Rehabilitation: A Pilot fMRI Study”, Frontiers in Neuroscience, section Neurodegeneration,2020. (IF=3.648, Rank=92/267, Q2, NEUROSCIENCES)
19. X. Chen, L. Gong, L. Wei, L. Xu, S.C. Yeh, L. Zheng and Z. Zou, "A Wearable Hand Rehabilitation System with Soft Gloves," IEEE Transactions on Industrial Informatics,2020. (IF=9.112, Rank=4/109, Q1, COMPUTER SCIENCE)
20. Chang, C.-W., Li, M., Yeh, S.-C.*, Chen, Y., Rizzo, A. 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, 2020. (IF=3.557, Rank=24/148, Q1, COMPUTER SCIENCE INFORMATION SYSTEM)
21. Chang, C.-W., Yeh, S.-C.*, Li, M. Acceptance of a Novel VR-Assisted Training System for Mental Rotation: A PLS-SEM Approach. JMIR Serious Games ,2019. doi:10.2196/14548 (IF=3.351, Q2, MEDICAL INFOMATICS)
22. Lizheng Liu, Jianjun Cui, Jian Niu, Xian-Jia Yu, Qingqing Li, Na Duan, Shih-Ching Yeh *, Lirong Zheng*, Design of Mirror Therapy System Base on Multi-Channel Surface-electromyography Signal Pattern Recognition and Mobile Augmented Reality, [J] Electronics. 2020. (IF=2.412, Rank=125/266, Q2, Engineering, Electrical & Electronics)
23. Lizheng Liu, Jiawei Xu, Yuxiang Huan, Zhuo Zou, Shih-Ching Yeh, Lirong Zheng, “A Smart Dental Health-IoT Platform Based on Intelligent Hardware, Deep Learning and Mobile Terminal”, IEEE Journal of Biomedical and Health Informatics, 2019. (IF=3.85, Rank=18/148, Q1, COMPUTER SCIENCE INFORMATION SYSTEM)
24. Chang, C.-W., Yeh, S.-C.*, Li, M., Yao, E. (2019). The Introduction of a Novel Virtual Reality Training System for Gynecology Learning and It’s User Experience Research. IEEE Access, 2019, Volume 7: 43637-43653. (IF=3.557, Rank=24/148, Q1, COMPUTER SCIENCE INFORMATION SYSTEM)
25. Jianjun Cui, Shih-Ching Yeh, Si-Huei Lee,“Wearable-Sensors Integrated with Virtual Reality: A Self-Guided Healthcare System Measuring Shoulder Joint Mobility for Frozen Shoulder”, Journal of Healthcare Engineering, 2019. (IF=1.261, Rank=76/94, Q4, HEALTH CARE SCIENCES & SERVICES)
26. Lin, P.-H. & Yeh, S. -C.*, “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, 2019, DOI: 10.1080/10447318.2019.1571784. (IF=1.713, Rank=10/19, Q3, ERGONOMICS)
27. Gan Huang, Jia Liu, Linling Li, Li Zhang, Yixuan Zeng, Lijie Ren, Shiqing Ye, Zhiguo Zhang, “A novel training-free externally-regulated neurofeedback (ER-NF) system using phase-guided visual stimulation for alpha modulation”, NeuroImage, 2019, Volume 189: 688-699. (IF=5.426, Rank=1/14, Q1, NEUROIMAGING)
28. Shih-Ching Yeh, Yuan-Yuan Li, Chu Zhou ; Pin-Hua Chiu, Jun-Wei Chen, “Effects of Virtual Reality and Augmented Reality on Induced Anxiety”, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2018, 26(7): 1345-1352, DOI: 10.1109/TNSRE.2018.2844083. (IF=3.972, Rank=3/65, Q1, REHABILITATION)
29. Chang, C.-W., Heo, J., Yeh, S.-C.*, Han, H.-Y., Li, M, “The Effects of Immersion and Interactivity on College Students’ Acceptance of A Novel VR-Supported Educational Technology for Mental Rotation”, IEEE Access, 2018, doi:10.1109/ACCESS.2018.2878270. (IF=3.557, Rank=24/148, Q1, COMPUTER SCIENCE INFORMATION SYSTEM)
30. Li-Zheng Liu, Na Duan, Xian-Jia Yu, Qing-qing Li, Shih-Ching Yeh*, Li-Rong Zheng, Classification of multichannel surface-electromyography signals based on convolutional neural networks, Journal of Industrial Information Integration, 2018, doi: 10.1016/j.jii.2018.09.001. (IF=10.615, Rank=3/109, Q1, COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS)
31. Shih-Ching Yeh, Chung-Lin Hou, Wei-Hao Peng, Zhen-Zhan Wei, Shiuan, Huang, Edward Yu-Chen Kung, Longsong Lin, Yi-Hung Liu, “A Multiplayer Online Car Racing Virtual-Reality Game based on Internet of Brains”, Journal of Systems Architecture, 2018, 89,30-40. (IF=0.913, Rank=78/104, Q3, COMPUTER SCIENCE, SOFTWARE ENGINEERING)
32. Chai-Fen Tsai, Shih-Ching Yeh*, Yanyan Huang,,Zhengyu Wu, Jianjun Cui, and Lirong Zheng, “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. (IF=1.261, Rank=76/94, Q4, HEALTH CARE SCIENCES & SERVICES)
33. Shih-Ching Yeh, Si-Huei Lee, Rai-Chi Chan, Yi Wu, Li-Rong Zheng, and Sheryl Flynn, “The Efficacy of a Haptic-Enhanced Virtual Reality System for Precision Grasp Acquisition in Stroke Rehabilitation,” Journal of Healthcare Engineering, vol. 2017, doi:10.1155/2017/9840273. (IF=1.261, Rank=76/94, Q4, HEALTH CARE SCIENCES & SERVICES)
34. Si-Huei Lee, Shih-Ching Yeh*, Rai-Chi Chan, Shuya Chen, Geng Yang, Li-Rong Zheng, “Motor Ingredients Derived from a Wearable Sensor-Based Virtual Reality System for Frozen Shoulder Rehabilitation”, BioMed Research International, 2016:7075464. doi: 10.1155/2016/7075464. ( IF=2.476, Rank=67/160, Q2, BIOTECHNOLOGY & APPLIED MICROBIOLOGY)
35. Eini, D. S., Ratzon, N. Z., Rizzo, A. A., Yeh, S. C., Lange, B., Yaffe, B., Daich, A, Weiss. P. L., Kizony, R. (2016). Camera-tracking gaming control device for evaluation of active wrist flexion and extension. Journal of Hand Therapy, Volume: 30, 1, 89-96. (IF=1.159, Rank=48/76, Q3, ORTHOPEDICS)
36. Su-Yi Hsu, Te-Yung Fang, Shih-Ching Yeh, Mu-Chun Su, Pa-Chun Wang, Victoria Y Wang ,Three-dimensional, virtual reality vestibular rehabilitation for chronic imbalance problem caused by Ménière’s disease: a pilot study, Disabil Rehabil, 2016, 15:1-6. (IF=1.804, Rank=22/65, Q2, REHABILITATION)
37. Liu TC, Lin YC, GaoY, Yeh SC*, Kalyuga S, Does the redundancy effect exist in electronic slideshow assisted lecturing? Computers & Education ,2015, 88(C):303-314. (IF=2.881, Rank=14/104, Q1, COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATION)
38. Su MC, Jhang JJ, Hsieh YZ, Yeh SC, Lin SC, Lee SF, Tseng KP, Depth-Sensor-Based Monitoring of Therapeutic Exercises, Sensors (Basel). 2015,15(10):25628-25647. (IF=2.033, Rank=12/56, Q1, INSTRUMENTS & INSTRUMENTATION)
39. Shih-Ching Yeh, Si-Huei Lee*, Rai-Chi Chan, Shuya Chen, Albert Rizzo, A virtual reality system integrated with robot-assisted haptics to simulate pinch-grip task: motor ingredients for the assessment in chronic stroke, NeuroRehabilitation,2014, 35(3):435-49. (IF=1.586, Rank=43/64, Q3, REHABILITATION)
40. Shih-Ching Yeh, Ming-Chun Huang, Pa-Chun Wang*, Te-Yung Fang, Mu-Chun Su, Po-Yi Tsai, Albert Rizzo, Machine Learning-based Assessment Tool for Imbalance and Vestibular Dysfunction with Virtual Reality Rehabilitation System. Computer Methods and Programs in Biomedicine, 2014,116(3):311-318. (IF=1.897, Rank=15/102, Q1, COMPUTER SCIENCE, THEORY & METHODS)
41. Shih-Ching Yeh, Shuya Chen, Pa-Chun Wang*, Mu-Chun Su, Chia-Huang Chang, Po-Yi Tsai, “Interactive 3-Dimensional Virtual Reality Rehabilitation for Patients with Chronic Imbalance and Vestibular Dysfunction”, Technology and Health Care, 2014, 22(6):915-21. (IF=0.697, Rank=78/88, Q4, HEALTH CARE SCIENCES & SERVICES)
42. Chun-Chuan Chen, Kai-Syun Syue, Kai-Chiun Li, Shih-Ching Yeh*, Neuronal correlates of virtual reality based passive sensory P300 network, PLOS ONE, 2014, 9(11):e112228-e112228. (IF=3.234, Rank=9/57, Q1, MULTIDISCIPLINARY SCIENCES)
43. Chien-Chih Wang, Chih-Pin Wang, Po-Yi Tsai*,Chin-Yi Hsieh, Rai-Chi Chan ,Shih-Ching Yeh, Inhibitory Repetitive Transcranial Magnetic Stimulation of the Contralesional Premotor and Primary Motor Cortices Facilitate Poststroke Motor Recovery, Restorative Neurology and Neuroscience, 2014, 32(6):825-35. (IF=1.683, Rank=153/252, Q3, NEUROSCIENCES)
44. Tsai PY, Wang CP, Hsieh CY, Tsai YA, Yeh SC, Chuang TY, Long-term sacral magnetic stimulation for refractory stress urinary incontinence, Archives of Physical Medicine and Rehabilitation, 2014,95(12):2231-2238. (IF=2.565, Rank=7/64, Q1, REHABILITATION)
45. Ming-Chun Huang, Si-Huei Lee, Shih-Ching Yeh*, Rai-Chi Chan, Albert Rizzo, Intelligent Frozen Shoulder Rehabilitation, IEEE Intelligent Systems, 2014, 29(3):22-28. (IF=1.696, Rank=25/123, Q1, COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE)
46. Tung-Ju Hsieh, Wei-Yao Chen, Che-Hao Chang, Shih-Ching Yeh*, Yang-Lang Chang, Bormin Huang, High-Performance Meshing Processing of Remote Sensing Data on Large Displays, Journal of Applied Remote Sensing, 2014, 8(1):084796. (IF=1.183, Rank=15/24, Q3, IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY)
47. Te-Yung Fang, Pa-Chun Wang, Chih-Hsien Liu, Mu-Chun Su, Shih-Ching Yeh*, Evaluation of a haptics-based virtual reality temporal bone simulator for anatomy and surgery training, Computer Methods & Programs in Biomedicine, 2014, 113(2):674-681. (IF=1.897, Rank=15/102, Q1, COMPUTER SCIENCE, THEORY & METHODS)
48. Wu-Yuin Hwang, Timothy K. Shih, Shih-Ching Yeh*, Ke-Chien Chou, Zhao-Heng Ma, Worapot Sommool, Recognition-based physical response to facilitate EFL learning, Educational Technology and Society, 2014,17(4):432-445. (IF=1.018, Rank=73/224, Q2, EDUCATION & EDUCATIONAL RESEARCH)
49. Rustam Shadiev, Wu-Yuin Hwang, Shih-Ching Yeh*, Stephen JH Yang, Jing-Liang Wang, Lin Han, Effects of Unidirectional vs. Reciprocal Teaching Strategies on Web-based Computer Programming Learning, Journal of Educational Computing Research, 2014, 50(1):67-95. (IF=0.670, Rank=125/224, Q3, EDUCATION & EDUCATIONAL RESEARCH)
50. Shih-Ching Yeh, Jin-Liang Wang, Chin-Yeh Wang, Po-Han Lin, Gwo-Dong Chen and Albert Rizzo, Motion controllers for learners to manipulate and interact with 3D objects for mental rotation training, British Journal of Educational Technology ,2014, 45(4):666–675. (IF=1.557, Rank=46/224, Q1, EDUCATION & EDUCATIONAL RESEARCH)
51. Shih-Ching Yeh, Wu-Yuin Hwang, Jing-Liang Wang, Shi-Yi Zhan, Study of Co-located and Distant Collaboration with Symbolic Support via a Haptics-enhanced Virtual Reality Task, Interactive Learning Environments, 2013, 21(2):184-198. (IF=0.75, Rank=107/219, Q2, EDUCATION & EDUCATIONAL RESEARCH)
52. Stewart JC, Yeh SC, Jung Y, Yoon H, Whitford M, Chen SY, Li L, McLaughlin M, Rizzo A, Winstein CJ, Intervention to enhance skilled arm and hand movements after stroke: A feasibility study using a new virtual reality system, Journal of NeuroEngineering and Rehabilitation, 2007. (IF=2.085, Rank=6/28, Q1, REHABILITATION)

Patents

Advisees

  • Year

    Recommendation Quota

    Entrance Exam Quota

    Details

  • 112

    Can recruit recommended master students:2

    Recruitment of graduate students:2

    Details:Click To See