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




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




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




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




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 |