Teachers and students honor


112th Academic Year


Student Outcomes

► Research Institute Ranking

► NSC College Student Research Project

Student Name Project Name Supervisor Approved amount
Jian Yijie Automated pain brainwave detection and relief system Zhuang Yunru 58,000 NTD

► Special Research Excellence Award/Excellence Award Poster

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Teacher achievements

► Special Research Project of the Ministry of Science and Technology

Host   Project Name Approved amount
Yang Jiayan Using the common EEG features of major depression and Parkinson's disease to transfer learning of convolutional long short-term memory neural network to distinguish Parkinson's disease 1,034,000 NTD    
Qiu Yanrong Establish a bioinformatics federated learning platform to develop models to explore the correlation between digital cancer pathology sections and immune cell composition 861,700 NTD

Industry-Academia Collaborative Research Project

Host   Project Name Client
Chen Peiru, Yang Jiayan   Cell-decalcified fish scale-chitin biodegradable regenerative scaffold for cartilage tissue engineering Far Eastern Memorial Hospital  

111 Academic Year


Student Outcomes

► Research Institute Ranking

► NSTC College Student Research Program

Student Name Project Title Advisor Approved Amount
Li Jia-Qi Interoperability of Health Check Data Using FHIR Tang Shi-Cang 58,000 NTD
Yang Ling-Xuan Lip Reading Recognition System Based on CNN-LSTM Yang Jia-Yan 48,000 NTD
Zhuang Yun-Qi Posture Monitoring for Long Working Hours Based on Image and EMG Yang Jia-Yan 48,000 NTD
Chen Pin-Zhen Seizure Prediction System Based on Transfer Learning: ECG and EEG Zhuang Yun-Ru 48,000 NTD

► Special Research Excellence Award/Excellence Award Poster

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Teacher achievements

► MOST Research Project

Principal Investigator Project Title Approved Amount
Yang Jia-Yan Using Shared EEG Features of Major Depression and Parkinson’s Disease for Transfer Learning in CNN-LSTM to Differentiate Parkinson’s Disease 2,841,000 NTD
Tang Shi-Cang Feasibility Assessment of Predicting ICU Patient Outcomes Using Medical Images Based on Physiological Parameter Features 672,000 NTD

► Industry-Academia Collaboration Research Project

Principal Investigator Project Title Commissioning Organization
Yang Jia-Yan Cross-Domain Transfer Learning System for Sleep Staging Based on Heart Rate Far Eastern Memorial Hospital
Wu Ji-Hua Study on the Effects of Wei Xiang Red Camphor Mushroom and White Kidney Bean Cavatide on Human Organs and Meridian Energy Wei Xiang Biotechnology Development Co., Ltd.

110th Academic Year


Student Outcomes

► Research Institute Ranking

► NSTC College Student Research Program

Student Name Project Title Advisor Approved Amount
Liao You-Zhen Intelligent Voice-Recognizing Emotional Aroma Robot Yang Jia-Yan 48,000 NTD
Huang Rui-Jun Developing an Interoperable Streaming ECG System: A Case Study Using FHIR Tang Shi-Cang 48,000 NTD

► Special Research Excellence Award/Excellence Award Poster

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Teacher achievements

► MOST Research Project

Principal Investigator Project Title Approved Amount
Yang Jia-Yan Comparison of Different Input Data Modes and Deep Learning Architectures for Severe Depression Classification: A Resting-State EEG Study 906,000 NTD
Zhuang Yun-Ru Electronic Detector for Rapid Response and Low-Energy Detection 471,000 NTD

► Industry-Academia Collaboration Research Project

Principal Investigator Project Title Commissioning Organization
Yang Jia-Yan Intelligent Dietary Recognition and Calorie Management System Far Eastern Memorial Hospital
Tang Shi-Cang Clinical Trial Process Planning and Training for Human Biological Databases Da Neng Wei Co., Ltd.

109th Academic Year


Student Outcomes

► Research Institute Ranking

► NSTC College Student Research Program

Student Name Project Title Advisor Approved Amount
Chen Yin-Zhen Development of a Depression Recognition System Based on EEG Signals Using Machine Learning Yang Jia-Yan 48,000 NTD

► Special Research Excellence Award/Excellence Award Poster

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Teacher achievements

► MOST Research Project

Principal Investigator Project Title Approved Amount
Yang Jia-Yan Using Machine Learning for Parkinson’s Disease Classification in Resting-State EEG 867,000 NTD
Tang Shi-Cang Long-Term Care for Parkinson’s Disease — Off-Phase Gait Assessment System (III) 599,000 NTD

► MOST Industry-Academia Collaboration Research Project

Principal Investigator Project Title Project Duration Approved Amount
Tang Shi-Cang Application of Fast Healthcare Interoperability Resources (FHIR) in Integrated Health Management 2020/06/01~2021/05/31 348,000 NTD

► Industry-Academia Collaboration Research Project

Principal Investigator Project Title Commissioning Organization
Tang Shi-Cang Healthcare Interoperability Resources — System Architecture Planning Changde Hospital Management Consulting Co., Ltd.
Wu Ji-Hua Study on the Effects of Non-Invasive Low-Energy Laser Stimulation on Blood Circulation in Dialysis Patients Taoyuan Branch, Taipei Veterans General Hospital
Chen Pei-Ru Research on 3D-Printed High-Resolution Polylactic Acid (PLA) and Thermoplastic Elastomer (TPE) Cellular Scaffolds Far Eastern Memorial Hospital

108th Academic Year


Student Outcomes

► Research Institute Ranking

► MOST College Student Research Program

Student Name Project Title Advisor Approved Amount
Wu Zi-Lin Development of a Bidirectional Interactive Exoskeleton System for Stroke Patient Hand Rehabilitation Zhuang Yun-Ru 48,000 NTD
Qian Xin-Yan Using EEG Signals to Quantify Attention Levels for Evaluating the Effectiveness of Attention Training Yang Jia-Yan 48,000 NTD
Xu Cheng-Chun Improving University Students’ Vision Problems Using Laser Acupuncture on Jing-Well Points Wu Ji-Hua 48,000 NTD

Teacher achievements

► MOST Research Project

Principal Investigator Project Title Project Duration Approved Amount
Yang Jia-Yan Development of a Rapid Screening System for Parkinson’s Disease: Integrated Application of EMG and EEG 2019/08/01~2020/07/31 906,000 NTD

► Industry-Academia Collaboration Research Project

Principal Investigator Project Title Commissioning Organization
Tang Shi-Cang Fast Healthcare Interoperability Resources (FHIR) for Clinical Laboratory Data Changde Hospital Management Consulting Co., Ltd.
Chen Pei-Ru Development of a Nano-Scale Drug Delivery Carrier Combined with Antimicrobial Hemostatic Dressing Far Eastern Memorial Hospital
Wu Ji-Hua, Meng Fan-Jie Study on the Effects of Non-Invasive Low-Energy Laser Stimulation on Blood Circulation in Dialysis Patients Taoyuan Branch, Taipei Veterans General Hospital