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曾乙立
2017/07/10
Email：yltseng@mail.fju.edu.tw
電話：02-29052177
辦公室/研究室：SF727C
學歷：國立台灣大學 醫學工程學研究所 博士
國立成功大學 電機工程學系 學士
經歷：中央研究院統計科學研究所 博士後研究員
台北科技大學 兼任助理教授
專長：1. Large-scale brain-network mining
2. Multimodal physiological-signal integration and assessment for psychiatry and augmented cognition
3. Artificial intelligence for computer-aided diagnosis and neurofeedback training
個人網站：https://sites.google.com/site/yilitseng32/
個人介紹：
 
Yi-Li Tseng is currently an associate professor at the Department of Electrical Engineering in Fu Jen Catholic University (FJU), New Taipei City, Taiwan. She received her B.S. degree in the Department of Electrical Engineering from National Cheng Kung University (NCKU), Taiwan. In 2012, she received her Ph.D. degree in the Institute of Biomedical Engineering from National Taiwan University (NTU), Taiwan, and completed her postdoctoral fellowship at the Brain Dynamic and Information Synthesis Laboratory (BDISL) in the Institute of Statistical Science, Academia Sinica, Taiwan. In the summer of 2014 and 2015, she visited Swartz Center for Computational Neuroscience, University of California, San Diego (UCSD) as a visiting scholar.

Prof. Tseng joined the Department of Electrical Engineering at Fu Jen Catholic University since 2014. She also served as the chair of the Biomedical Engineering Program in the College of Science and Engineering in FJU. She set up the Laboratory for Augmented Cognition and Neuroengineering in FJU and integrated systems with multiple neurophysiological signals including electroencephalography (EEG) and functional near-infrared spectroscopy (fNIRS). Prof. Tseng’s professional interests lie in the broad area of brain mining that leverages large scale brain networks, computational neuroscience, machine learning, and brain-computer interface methods for better understanding of the fundamental scientific and clinical knowledge of neural system. Her recent 3-year MOST project has been focused on the development of an emotion and social evaluating interface for patients with autism spectrum disorder based on the integration and assessment of multi-neurophysiological signals.

Prof. Tseng has published 17 journal articles (eight first-authored) and 23 conference papers and proceedings in the fields of large scale brain networks, artificial intelligence for computer-aided diagnosis, and medical instrumentations. Till now, Prof. Tseng has been serving as a reviewer for 11 international journals and 10 conferences. She is currently a member of the Institute of Electrical and Electronics Engineers (IEEE), Organization for Human Brain Mapping (OHBM), Society for Neuroscience (SfN), and Japan Neuroscience Society (JNS).

開設課程 Courses

微積分、訊號與系統、醫用電子學、生醫訊號處理、醫學影像系統、智慧醫院與創新應用專題、行動醫療與創新應用專題

期刊論文 Journal Papers

  • Po-Chih Kuo, Yi-Li Tseng, Karl Zilles, Summit Suen, Simon B. Eickhoff, Juin-Der Lee, Philip E. Cheng, Michelle Liou, “Brain dynamics and connectivity networks under natural auditory stimulation.” NeuroImage, 202:116042, 2019. (SCI)
  • Po-Chih Kuo, Yi-Li Tseng, Karl Zilles, Summit Suen, Simon B. Eickhoff, Juin-Der Lee, Philip E. Cheng, and Michelle Liou, “Listening to real-world sounds: fMRI data for analyzing connectivity networks.” Data in Brief. 26: 104411, 2019.
  • Yi-Li Tseng, Hong-Hsiang Liu, Michelle Liou, Arthur C. Tsai, Vincent S. C. Chien, Shuoh-Tyng Shyu, and Zhi-Shun Yang, “Lingering Sound: Event-related Phase-Amplitude Coupling and Phase-Locking in Fronto-Temporo-Parietal Functional Networks during Memory Retrieval of Music Melodies.” Frontiers in Human Neuroscience, 15:150, 2019. (SCI)
  • Yi-Li Tseng, Chia-Feng Lu, Shih-Min Wu, Sotaro Shimada, Ting Huang, and Guan-Yi Lu, "A Functional Near-Infrared Spectroscopy Study of State Anxiety and Auditory Working Memory Load," Frontiers in Human Neuroscience, 12:313, 2018. (SCI)
  • Yi-Li Tseng, Keng-Sheng Lin, and Fu-Shan Jaw, “Comparison of Support-Vector Machine and Sparse Representation Using a Modified Rule-based Method for Automated Myocardial Ischemia Detection.” Computational and Mathematical Methods in Medicine, Volume 2016, Article ID 9460375, 2016. (SCI)
  • Vincent S. C. Chien, Arthur C. Tsai, Han Hsuan Yang, Yi-Li Tseng, Alexander N. Savostyanov, Michelle Liou, “Conscious and non-conscious representations of emotional faces in Asperger's syndrome.” JoVE-Journal of Visualized Experiments, 113, e53962-e53962, 2016. (SCI)
  • Yi-Li Tseng, Han Hsuan Yang, Alexander N. Savostyanov, Vincent S. C. Chien, and Michelle Liou. “Voluntary Attention in Asperger’s Syndrome: Brain Electrical Oscillation and Phase-Synchronization During Facial Emotion Recognition.” Research in Autism Spectrum Disorders, 13-14, 32-51, 2015. (SSCI)
  • Yi-Li Tseng, Pin-Yu Kuo, and Fu-Shan Jaw. “Detection of the Third and Fourth Heart Sounds Using Hilbert-Huang Transform,” BioMedical Engineering Online, 11:8, 2012. (SCI)
  • Fu-Shan Jaw, Pen-Li Lu, Chien-Ya Hung, Yi-Li Tseng, Chia-Ming Lin, and Jyh-Horng Wang，"Peg-type Transducer for Tension Measurement of an Intact Tendon or Ligament in Open Repair Surgery"，Instrumentation Science and Technology，40:6, 469-475,November 2012. (SCI)
  • Yi-Li Tseng, Ching-Wen Huang, U Lei, Chii-Wann Lin, Fu-Shan Jaw, “High Efficient Driving Circuit for Traveling Wave Dielectrophoretic Pump,” Measurement, 44, 1980-1985, 2011. (SCI)
  • Fu-Shan Jaw, Chien-Ya Hung, Chia-Ming Lin, Pen-Li Lu, Yi-Li Tseng, and Jyh-Horng Wang. “Muscle Force Measurement System for Long-term Monitoring during Distraction Osteogenesis,” Instrumentation Science and Technology, 39:6, 475-485, 2011. (SCI)
  • Jung-Lung Hsu, Ming H. Hsieh, Yi-Li Tseng, Ming-Jang Chiu, Chih-Min Liu, Fu-Shan Jaw, Hai-Gwo Hwu, “Time-Frequency Analysis of Mismatch Negativity in Schizophrenia Patients in Taiwan,” Biomedical Engineering: Applications, Basis and Communications, 23: 4, 287-293, 2011. (SCI)
  • Yi-Li Tseng, Yo-Zong Shi, and Fu-Shan Jaw, “Portable, real-time, 12-lead ECG monitoring system,” Instrumentation Science and Technology, 38:4, 305-312, 2010. (SCI)
  • Chih-Ping Chen, Wen-Li Liao, Yi-Li Tseng, Pen-Li Lu, Yu-Chun Lo, You-Yin Chen, Fu-Shan Jaw, “Quantitative pinch stimulator for exploring evoked nociceptive responses: A pilot study,” BioMedical Engineering OnLine, 9:79, 2010. (SCI)
  • Fu-Shan Jaw, Yi-Li Tseng, Jin-Kae Jang, “Modular Design of a Long-term Portable Recorder for Physiological Signals,” Measurement, 43:10, 1363-1368, 2010. (SCI)
  • Yi-Li Tseng, Hung-Wei Chiu, Tsung-Hsien Lin, Fu-Shan Jaw, “Miniature Modules for Multi-lead ECG Recording,” Biomedical Engineering: Applications, Basis and Communications, 20:4, 219-222, 2008. (SCI)
  • Wen-Chien Lao, Yili Tseng, Yu-Rong Liang and Fu-Shan Jaw, “Portable electrical stimulator for urinary incontinence,” Biomedical Engineering: Applications, Basis and Communications, 20:1, 61-64, 2008. (SCI)

會議論文 Conference Papers and Proceedings

  • Rui-Shen Wong, Yang-Min Lin, Yi-Ling Chien, and Yi-Li Tseng, “A real-life and game-based social training interface on facial emotional recognition: An EEG and eye-tracking study,” the 43rd Annual Meeting of the Japan Neuroscience Society (JNS), Japan, Jul. 2020.
  • Yang-Min Lin, Yuan-Che Min, Rui-Shen Wong, Yi-Ling Chien, and Yi-Li Tseng, “Implementation of social evaluating interface with neurophysiological signals for children with Autism Spectrum Disorder,” the 43rd Annual Meeting of the Japan Neuroscience Society (JNS), Japan, Jul. 2020.
  • Yang-Min Lin, Rui-Shen Wong, Yi-Ling Chien, and Yi-Li Tseng, “Implementation of social evaluating interface with neurofeedback signals for children with Autism Spectrum Disorder,” the 9th WACBE World Congress in Bioengineering(WACBE), Taiwan, Aug, 2019.
  • Ting Huang, Hsien-Ming Ding, and Yi-Li Tseng, “Event-related phase-amplitude coupling for assessing the EEG correlates of auditory working memory load,” Annual Meeting of Society for Neuroscience (SFN), San Diego, CA, Nov. 2018.
  • Yang-Min Lin, Yu-Pei Huang, Yi-Ling Chien, and Yi-Li Tseng, “Social interacting interface with neurofeedback signals for patients with autism spectrum disorder,” Annual Meeting of the Organization for Human Brain Mapping (OHBM), Hawaii, Jun. 2018.
  • Shih-Min Wu, Hsien-Ming Ding, and Yi-Li Tseng, “A Functional Near-Infrared Spectroscopy Study of Auditory Working Memory Load.” In: Stephanidis C. (eds) HCI International 2017 – Posters' Extended Abstracts. HCI 2017. Communications in Computer and Information Science, vol. 713. Springer, Cham.
  • Kai-Chiang Chuang, Yi-Wei Shen, Yi-Li Tseng, and Yuan-Pin Lin, "Developing a Portable EEG Platform for Real-life Applications: Preliminary Demonstration, " Symposium on Engineering, Medicine, and Biology Applications (SEMBA'17), Hsinchu, Taiwan, April 28-30, 2017.
  • Hsien-Ming Ding, Guan-Yi Lu, Shih-Min Wu, and Yi-Li Tseng, “Trait Anxiety and Auditory Working Memory Load: A Study of Brain Electrical Oscillations and Source Reconstruction,” the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’16), Orlando, USA, August 16-20, 2016.
  • Zhi-Shun Yang, Shuoh-Tyng Shyu, Yi-Li Tseng, and Michelle Liou, “Event-related Phase-amplitude Coupling and Functional Connectivity during Real-Life Auditory Memory Retrieval,” the 2nd Global Conference on Biomedical Engineering (GCBME), Taipei, Taiwan, August 17-19, 2016.
  • Hsien-Ming Ding, Guan-Yi Lu, Yuan-Pin Lin, and Yi-Li Tseng, “An EEG study of auditory working memory load and cognitive performance, ” C. Stephanidis (Ed.): HCI 2016: HCI International 2016 – Posters' Extended Abstracts, vol. 617, pp. 181–185, 2016.
  • Zhi-Shun Yang, Shuoh-Tyng Shyu, Yi-Li Tseng, and Michelle Liou, “Brain Electrical Activities for Evaluating the Correlation between Trait/Implicit Anxiety and Auditory Working Memory,” Symposium on Engineering, Medicine and Biology Applications, New Taipei City, Taiwan, Jan. 2016.
  • Yi-Li Tseng, Vincent Chien, Zhi-Shun Yang, Michelle Liou, “An EEG study of real-life auditory working memory in high trait anxiety subjects,” Annual Meeting of the Organization for Human Brain Mapping (OHBM), Hawaii, Jun. 2015.
  • Yi-Li Tseng and Michelle Liou, “Anxiety and Working Memory Performance - A Study on EEG Oscillation and Phase Synchronization,” the 37th Annual Meeting of the Japan Neuroscience Society (JNS), Japan, Sep. 2014.
  • Jih-Fu Hsieh, Yi-Li Tseng, Jun-Der Lee, Michelle Liou, “EEG Phase Synchronization during Recognizing Ambiguity in Chinese and English Sentences,” the 37th Annual Meeting of the Japan Neuroscience Society (JNS), Japan (JNS), Sep. 2014.
  • Hong-Hsaing Liu, Yi-Ling Chien, Wen-Sung Lai, Yi-Li Tseng, “ Investigation of EEG cross-frequency coupling in statistical learning of natural images,” the 37th Annual Meeting of the Japan Neuroscience Society (JNS), Japan, Sep. 2014.

研究計畫 Granted Projects

  • 科技部計畫「自閉症患者之情緒與社交評估介面開發與神經回饋訊號分析(續)」，2018/08/01 - 2021/07/31，主持人
  • 科技部計畫「自閉症孩童之情緒與社交評估介面開發與神經回饋訊號分析」，2017/08/01 - 2018/07/31，主持人
  • 科技部計畫「發展實務型情感腦機介面核心架構 (延續計畫)」，2017/08/01 - 2020/07/31，共同主持人
  • 科技部計畫「焦慮與工作記憶效能:腦波與近紅外光譜之大腦活動與腦區連結研究 – 第三年計畫」，2016/08/01 - 2017/07/31，主持人
  • 科技部計畫「發展實務型情感腦機介面核心架構」，2016/09/01 - 2017/08/31，共同主持人
  • 科技部計畫「焦慮與工作記憶效能：腦波與近紅外光譜之大腦活動與腦區連結研究-第二年及第三年計畫」，2015/08/01 - 2016/10/31，主持人

學術榮譽與獎勵 Honor and Award

  • 2015指導碩士/大專生獲得教育部104學年度智慧電子跨領域應用專題系列課程計畫之醫療電子領域競賽-學生專題作品組佳作，題目「即時大腦震盪活動之擷取與顯示系統」
  • 2014指導碩士/大專生參加103學年度全國大學校院智慧電子系統(IE)設計競賽，獲得定題挑戰組(醫療電子)設計完整獎，題目「整合腦波控制之智慧型輪椅機器人」

學術服務與活動 Academic Services and Activities

  • 輔仁大學「醫學工程學分學程」學程召集人
  • Visiting Scholar學術研究單位訪問學者
  1. Institute of Statistical Science, Academia Sinica (2014/02-2016/01)
  2. Institute for Neural Computation, University of California San Diego (2014/08, 2015/08)
  • Conference Committee 研討會議程委員
  1. Conference Technical Committee: 2019 International Conference on Intelligent Medicine and Image Processing (IMIP 2019)
  2. Conference Technical Committee: 2017 2nd International Conference on Biomedical Imaging, Signal Processing (ICBSP 2017)
  3. 2016生醫工程應用研討會(Symposium on Engineering, Medicine and Biology Applications)議程與審稿委員
  • Reviewer 擔任期刊與學術單位之審稿委員
  1. 2019 International Conference on Intelligent Medicine and Image Processing (IMIP 2019)
  2. IEEE Access
  3. Computer Methods and Programs in Biomedicine
  4. 2018 Organization for Human Brain Mapping (OHBM) Annual Meeting
  5. Scientific Report
  6. 2017 IEEE/SICE International Symposium on System Integration (SII2017)
  7. 2017 2nd International Conference on Biomedical Imaging, Signal Processing (ICBSP 2017)
  8. Biomedical Signal Processing & Control
  9. Biomedical Engineering and Computational Biology
  10. The 10th International Conference on Augmented Cognition in the context of HCI International 2016
  11. Biomedical Engineering-Applications, Basis and Communications





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