Albert Chih-Chieh Yang, M.D., Ph.D. 楊智傑醫師 Curriculum VitaeGoogle Scholar PRESENT POSITIONS Professor, Institute of Brain Science, National Yang-Ming University, Taipei, Taiwan (2020.08 ~) Director, Digital Medicine Center, National Yang-Ming University, Taipei, Taiwan (2020.12 ~) Director, Brain Medicine Center, Taoyuan Psychiatric Center, Ministry of Health and Welfare, Taoyuan, Taiwan (2020.10 ~) Joint Appointment Professor, Institute of Data Science and Engineering, National Chiao-Tung University, Hsinchu, Taiwan (2020.09 ~) Visiting Attending Psychiatrist, Department of Psychiatry, Taipei Veterans General Hospital, Taipei, Taiwan (2020.12 ~) EDUCATION Ph.D. in Institute of Clinical Medicine, National Yang-Ming University, Taipei, Taiwan (2008.09 ~ 2011.08) Doctor of Medicine, School of Medicine, National Yang-Ming University, Taipei, Taiwan (1995.09 ~ 2002.06) PREVIOUS POSITIONS Associate Professor, Institute of Brain Science, National Yang-Ming University, Taipei, Taiwan (2019.08 ~ 2020.07) Lecturer and Assistant Professor, Harvard Medical School, Harvard University, Boston, USA (2016.12 ~ 2019.07) Adjunct Associate Professor, Department of Medicine, School of Medicine, National Yang-Ming University, Taipei, Taiwan (2016.08 ~ 2019.07) Visiting Assistant Professor, Harvard Medical School, Harvard University, Boston, USA (2013.08 ~ 2014.12) Deputy Chief Executive, Sleep Medicine Center, Taipei Veterans General Hospital, Taipei, Taiwan (2013.06 ~ 2016.11) Adjunct Assistant Professor, Department of Medicine, School of Medicine, National Yang-Ming University, Taipei, Taiwan (2012.08 ~ 2016.07) Attending Doctor, Adult Psychiatric Division, Department of Psychiatry, Taipei Veterans General Hospital, Taipei, Taiwan (2011.11 ~ 2016.11) Attending Physician, Department of Psychiatry, Hsinchu Branch of Taipei Veterans General Hospital, Hsinchu, Taiwan (2009.08 ~ 2011.10) Adjunct Lecturer, Department of Medicine, School of Medicine, National Yang-Ming University, Taipei, Taiwan (2009.08 ~ 2012.07) Resident & Chief Resident, Department of Psychiatry, Taipei Veterans General Hospital, Taipei, Taiwan (2005.08 ~ 2009.07) Resident, Department of Psychiatry, Jianan Psychiatric Center, Ministry of Health and Welfare, Tainan, Taiwan (2004.08 ~ 2005.07) Clinical Researcher, Beth Israel Deaconess Medical Center, Harvard Medical School, Harvard University, Boston, USA (2002.09 ~ 2004.07) INTRODUCTION Dr. Yang has a background in clinical neuropsychiatry and computational neuroscience, along with specific training in nonlinear dynamics and biomedical signal analysis acquired at the Margret and H. A. Rey Institute for Nonlinear Dynamics in Medicine, Beth Israel Deaconess Medical Center/Harvard Medical School. He is currently Professor at Institute of Brain Science and Chief Executive Officer at Digital Medicine Center, National Yang-Ming University. Dr. Yang is a board-certified psychiatrist and possesses more than 15 years of experience in working with biomedical signal analysis, using techniques adapted from mathematics, physics and nonlinear dynamics. He has applied these novel techniques of analysis to quantify nonlinear properties of neurophysiological signals for the purpose of investigating the aging and pathophysiology of mental illness. He laid the groundwork for the application of multiscale entropy analysis for quantifying the complexity of heart rate dynamics with regard to aging and mental illness. Additionally, he also laid the groundwork for the measurement of spontaneous brain oscillations by means of both electroencephalogram and functional magnetic resonance imaging. In 2013, Dr. Yang proposed a hypothesis pertaining to the loss of brain complexity to explain the psychopathology observed in patients with mental illness. RESEARCH INTEREST Biomedical Signal Analysis, Machine Learning, Neuroimaging, Sleep Disorders, Psychosis, Big Data Analysis
Shih-Jen Tsai, M.D. 蔡世仁醫師 Curriculum VitaeGoogle Scholar PRESENT POSITIONS Chairman, Department of Psychiatry, Taipei Veterans General Hospital, Taipei, Taiwan (2016.07 ~) Professor, Psychiatric Division, School of Medicine, National Yang-Ming University, Taipei, Taiwan (2010.10 ~) Adjunct Professor, Institute of Brain Science, School of Medicine, National Yang-Ming University, Taipei, Taiwan (2018.07 ~) EDUCATION Doctor of Medicine, School of Medicine, National Yang-Ming University, Taipei, Taiwan (1979.09 ~ 1986.06) PREVIOUS POSITIONS Adjunct Associate Professor, Psychiatric Division, School of Medicine, National Yang-Ming University, Taipei, Taiwan (2004.10 ~ 2010.09) Researcher, University of California, San Francisco, San Francisco, USA (2004.07 ~ 2005.06) Adjunct Assistant Professor, Psychiatric Division, School of Medicine, National Yang-Ming University, Taipei, Taiwan (1998.08 ~ 2004.09) Adjunct Lecturer, Psychiatric Division, School of Medicine, National Yang-Ming University, Taipei, Taiwan (1995.07 ~ 1998.07) Attending Physician, Department of Psychiatry, Taipei Veterans General Hospital, Taipei, Taiwan (1993.11 ~ 2004.04) Resident, Department of Psychiatry, Taipei Veterans General Hospital, Taipei, Taiwan (1988.09 ~ 1993.10) Second Lieutenant Medical Officer, Division Engineer Battalion, Kinmen, ROC (1986.09 ~ 1988.08) RESEARCH INTEREST Biological Psychiatry (Psychopharmacology, Molecular Psychiatry, Geriatric Psychiatry, Neuroimage)
Lab Organizational Chart
Last Update: 2020/12/15, 12:00 (GMT +8)
Lab Members
Hsin-Jung Tsai, Ph.D. 蔡欣融博士後研究員 Post-doctoral Fellow / Sleep Technician EDUCATION Ph.D. in Institute of Brain Science, National Yang-Ming University, Taipei, Taiwan BRIEF INTRODUCTION Hsin-Jung Tsai, Ph.D., is a post-doctoral fellow who specializes in sleep medicine and clinical psychology. Her research interests are the physiology of insomnia subtypes and clinical applications of nonlinear analysis on complex physiological signals. SELECTED REFEREED PUBLICATIONS Journal
H. J. Tsai, Terry B. J. Kuo, G. S. Lee, Cheryl C. H. Yang. (2015) Efficacy of paced breathing for insomnia: enhances vagal activity and improves sleep quality. Psychophysiology 52(3):388-96.
H. J. Tsai, Terry B. J. Kuo, K. L. Kuo, Cheryl C. H. Yang. (2019) Failure to de-arouse during sleep-onset transitions in the heart rates of individuals with sleep-onset insomnia. Journal of Psychosomatic Research 126:109809.
H. J. Tsai, W. C. Yang, S. J. Tsai, C. H. Lin, Albert C. Yang. (2020) Remission of depression is associated with asymmetric hemispheric variation in EEG complexity before antidepressant treatment. Journal of Affective Disorder (in press)
Lisa Shu-Yuan Lee, B.A. 李淑媛中心秘書 Center Secretary EDUCATION Fukuoka Nihongo Center, Kyushu, Japan Bachelor of Arts, Department of Applied Japanese (Education Section), Ming Chuan University, Taipei, Taiwan
Yi-Lin Hsieh, B.S. 謝宜霖人體試驗助理 Clinical Technician
Pei-Wei Chiang, M.S. 江培瑋工程師 Research and Development Engineer EDUCATION Master of Science, National Taipei University of Education, Taipei, Taiwan BRIEF INTRODUCTION I am a research and development engineer for programming in the AI team of this Lab. My research mainly focuses on the IOS app design and web design.
Po-Yi Lu, B.S. 呂柏毅工程師 Research and Development Engineer EDUCATION Bachelor of Engineering, Department of Electrical Engineering, National Taiwan Ocean University, Keelung, Taiwan BRIEF INTRODUCTION I am a research and development engineer for programming of this Lab.
Leo Jun-Ding Zhu, M.S. 朱俊鼎職能治療師 Occupational Therapist Ph.D. Student EDUCATION Master of Science, Graduate Institute of Behavioral Sciences, Chang Gung University, Taoyuan, Taiwan BRIEF INTRODUCTION Mr. Jun-Ding Zhu is currently a doctoral student at the Institute of Brain Science, School of Medicine, National Yang-Ming University, Taiwan. He is under the supervision of Dr. Albert Chih-Chieh Yang to conduct his research and learning. He finished his master’s degree from the Graduate Institute of Behavioral Sciences, Chang Gung University, Taiwan. His research focuses on investigating the brain alterations in aging, psychiatric diseases, and neurodegenerative diseases based on multi-modal MRI. SELECTED REFEREED PUBLICATIONS Journal
Tai, R. Y., Zhu, J. D., Cheng, C. H., Tseng, Y. J., Chen, C. C., & Hsieh, Y. W. (2020). Cortical neural activity evoked by bilateral and unilateral mirror therapy after stroke. Clinical Neurophysiology, 131(10), 2333–2340. [SCIE, IF=3.214, CLINICAL NEUROLOGY, 71/204; NEUROSCIENCES, 119/271]
Zhu, J. D., Cheng, C. H.†, Tseng, Y. J., Chou, C. C., Chen, C. C., Hsieh, Y. W.*, & Liao, Y. H. (2019). Modulation of motor cortical activities by action observation and execution in patients with stroke: An MEG study. Neural Plasticity, 2019, 8481371. https://doi.org/10.1155/2019/8481371 [SCI, IF = 3.093 NEUROSCIENCES, 133/271]
Peng, T. H., Zhu, J. D., Chen, C. C., Tai, R. Y., Lee, C. Y., & Hsieh, Y. W.* (2019). Action observation therapy for improving arm function, walking ability, and daily activity performance after stroke: A systematic review and meta-analysis. Clinical Rehabilitation, 33(8), 1277–1285. https://doi.org/10.1177/0269215519839108 [SCIE, IF=2.599, REHABILITATION, 13/68]
Hsuan-Te Chu, M.D. 朱軒德醫師 Psychiatrist Ph.D. Student QUALIFICATION Department of Psychiatry, Beitou Branch, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan EDUCATION Doctor of Medicine, School of Medicine, National Defense Medical Center, Taipei, Taiwan BRIEF INTRODUCTION Hsuan-Te Chu, M.D., is a psychiatrist who specializes in transcranial magnetic stimulation, major depressive disorder, bipolar disorders, psychosis, neuropsychiatry, neuroimaging. He is currently a doctoral student at the Institute of Brain Science, School of Medicine, National Yang-Ming University, Taiwan. His primary research interests focus on neuroimages of psychiatric diseases with an emphasis on changes in brain structure, function, and connectivity. SELECTED REFEREED PUBLICATIONS Journal
Chu, H. T., Cheng, C. M., Liang, C. S., Chang, W. H., Juan, C. H., Huang, Y. Z., ... & Li, C. T. (2020). Efficacy and tolerability of theta-burst stimulation for major depression: A systematic review and meta-analysis. Progress in Neuro-Psychopharmacology and Biological Psychiatry, 110168.
Chu, H. T., Liang, C. S., Yeh, T. C., Hu, L. Y., Yang, A. C., Tsai, S. J., & Shen, C. C. (2020). Tinnitus and risk of Alzheimer’s and Parkinson’s disease: a retrospective nationwide population-based cohort study. Scientific reports, 10(1), 1-8.
Chu, H. T., Liang, C. S., Lee, J. T., Lee, M. S., Sung, Y. F., Tsai, C. L., ... & Yang, F. C. (2020). Subjective cognitive complaints and migraine characteristics: A cross‐sectional study. Acta Neurologica Scandinavica, 141(4), 319-327.
Chu, H. T., Tseng, C. C., Liang, C. S., Yeh, T. C., Hu, L. Y., Yang, A. C., Tsai, S. J.& Shen, C. C. (2019). Risk of Depressive Disorders Following Myasthenia Gravis: A Nationwide Population-Based Retrospective Cohort Study. Frontiers in psychiatry, 10, 481.
Chu, H. T., Liang, C. S., Lee, J. T., Yeh, T. C., Lee, M. S., Sung, Y. F., & Yang, F. C. (2018). Associations between depression/anxiety and headache frequency in migraineurs: a cross‐sectional study. Headache: The Journal of Head and Face Pain, 58(3), 407-415.
Eric Han-Lin Wu, M.D. 吳翰林醫師 Physiatrist Ph.D. Student QUALIFICATION Department of Physiatry, Taipei Veterans General Hospital, Taipei, Taiwan EDUCATION Doctor of Medicine, School of Medicine, National Yang-Ming University, Taipei, Taiwan BRIEF INTRODUCTION Eric Han-Lin Wu, is a physiatrist, graduated from College of Medicine of National Yang-Ming University, and now working at Taipei Veterans General Hospital, specializing in pediatric rehabilitation, neurorehabilitation, pain medicine, and sports medicine. The specialties also include electrodiagnostics, musculoskeletal ultrasonography, and sonography-guided pain interventions. The research interest in this lab is to study pain medicine, especially chronic pain, using brain imaging as a major tool.
Chen-Lan Shen, M.D. MSci. 沈政男醫師 Psychiatrist Ph.D. Student EDUCATION Doctor of Medicine, School of Medicine, National Taiwan University, Taipei, Taiwan (1987-1994) Master of Science in Psychology, National Taiwan University, Taipei, Taiwan (2017-2020) BRIEF INTRODUCTION I developed a keen interest in the brain-mind problem in high school and have educated myself in philosophy, psychology, psychoanalysis, cognitive science and neural science since then. As a psychiatrist working in large psychiatric hospital for more than two decades, I have also been intrigued by the neurocognitive mechanisms of psychotic symptoms such as hallucinations and delusions. So I returned to college to study cognitive psychology in 2017 and obtained a master degree of psychology from NTU in 2020. My master thesis was about using event-related potentials (ERPs) to study auditory sensory gating deficits in schizophrenia patients. Then I came here to study brain science. My current interest is about using resting-state fMRI to study structural and functional abnormalities in schizophrenia patients and the related symptoms. My ultimate aim in research is to establish a neurocognitive model for psychotic symptoms. I also dream of answering the brain-mind problem from a novel perspective of brain-mind science. SELECTED REFEREED PUBLICATIONS Journal Shen, Chen-Lan & Chou, Tai-Li & Lai, Wen-Sung & Ming, Hsieh & Liu, Chen-Chung & Liu, Chih-Min & Hwu, Hai-Gwo. (2020). P50, N100, and P200 Auditory Sensory Gating Deficits in Schizophrenia Patients. Frontiers in Psychiatry. 11., 10.3389/fpsyt.2020.00868.
Yee-Lam Chan, M.D. 陳以琳醫師 Psychiatrist Ph.D. Student QUALIFICATION Psychiatry Board Certification, Taiwan Geriatric Psychiatry Board Certification, Taiwan EDUCATION Doctor of Medicine, School of Medicine, National Defense Medical Center, Taipei, Taiwan BRIEF INTRODUCTION Dr. Chan is currently a Ph.D. student of the Doctoral Degree Program of Translational Medicine, National Yang-Ming University and Academia Sinica. Her research interests are translational studies between neuroimaging analysis, bioinformatics and the clarification of molecular mechanisms of psychiatric disorders.
Wei-Yu Huang, M.D. 黃薇諭醫師 Psychiatrist Ph.D. Student EDUCATION Doctor of Medicine, School of Medicine, National Taiwan University, Taipei, Taiwan BRIEF INTRODUCTION Dr. Wei-Yu Huang is a psychiatrist and currently a doctoral student at the Institute of Brain Science, School of Medicine, National Yang-Ming University, Taiwan. She is under the supervision of Dr. Albert Chih-Chieh Yang to conduct her research and learning. Her research focuses on investigating the sleep, psychiatric diseases, and analysis the associated biomedical signals by machine learning.
Wei-Cheng Yang, M.D. 楊偉成醫師 Psychiatrist Ph.D. Student QUALIFICATION Attending Psychiatrist, 2016 – ,Department of Adult psychiatry, Kaohsiung Municipal Kaisuyan Psychiatric Hospital Director, 2018 – ,Brain mapping and Event-related potential lab, Kaohsiung Municipal Kaisuyan Psychiatric Hospital Taiwanese Society of Psychiatry Taiwanese Society of Neurology Taiwanese Society of Biological Psychiatry and Neuropsychopharmacology EDUCATION Doctor of Medicine, School of Medicine, National Taiwan University, Taipei, Taiwan BRIEF INTRODUCTION Hi! I am Wei-Cheng Yang. I now work as attending psychiatrist in Kai-Syuan Psychiatric Hospital, Kaohsiung) and taking PhD program at National Yang-Ming University. My personal hobby is playing with technical stuff, so I also have some experience in digital signal processing and programming (self-taught). I am interested in applying physiological signals for detecting and tracking psychiatric illnesses. Feel free to contact me if any information for sharing, thank you! SELECTED REFEREED PUBLICATIONS Journal
Yang WC, Lin CH, Chen CC. Risk Factors of Relapse After Successful Electroconvulsive Therapy for Taiwanese Patients With Major Depression. J ECT. 2020;36(2):106-110. doi:10.1097/YCT.0000000000000619
Chen HC, Hsu WT, Yang WC.Renaming schizophrenia alone has not altered negative wording in newspaper articles: A text-mining finding in Taiwan. Psychiatry Clin Neurosci. 2019 Sep;73(9):594-595. doi: 10.1111/pcn.12900. (Corresponding author)
Yang WC, Lin CH, Wang FC, Lu MJ, Factors related to the improvement in quality of life for depressed inpatients treated with fluoxetine, 2017 Aug 25;17(1):309, BMC Psychiatry.
Chia-Yi Li, B.Ed. 李佳茵 Master Student EDUCATION Department of Sports, National Changhua University of Education, Changhua, Taiwan BRIEF INTRODUCTION Hello, everyone, I am a master student, and I conduct research and study under the guidance of Dr. Yang. My research field is psychiatry and brain imaging, and my research interest is to explore the cognitive function of schizophrenia.
Ming-Yang Li, B.S. 李明陽 Master Student EDUCATION Bachelor of Science, Department of Biotechnology, Kaohsiung Medical University, Kaohsiung, Taiwan BRIEF INTRODUCTION Hello everyone, I think that mental health problems are common nowadays. That's why I’m interested in this research field and under the supervision of Dr. Albert Yang to conduct my research and learning. My research interests focus on neuroimages between sex and psychiatric diseases. Welcome to share your thoughts and join us!
I-Jung Chi, B.B.A. 紀懿榕 Master Student EDUCATION Bachelor of Business Administration, Department of Financial Engineering and Actuarial Mathematics, Soochow University, Taipei, Taiwan BRIEF INTRODUCTION My research interest lies on the compensations of the brain and the limitless creativity of human beings. In my leisure time, I enjoy filming, playing musical instruments, and artistic creations. Under the leadership of Dr. Yang, I wish to explain the ordered systems among this chaotic world by using mathematical logics. I am looking forward to proposing unrestrained hypotheses, and using down-to-earth scientific spirit to explore the many more possibilities among this world.
Mei-Ju Chi, B.S. 姬美如職能治療師 Occupational Therapist Master Student EDUCATION Bachelor of Science, Department of Occupational Therapy, National Taiwan University, Taipei, Taiwan BRIEF INTRODUCTION I’m an occupational therapist, and this is my second year of the Master’s degree. My research interest is the alterations of brain features during healthy aging. I’m devoted to predicting the chronological age with the structural and functional brain images in the healthy cohort.
Jian-Lin Chen, B.S. 陳建霖 Master Student EDUCATION Bachelor of Science, Department of Biotechnology, Kaohsiung Medical University, Kaohsiung, Taiwan BRIEF INTRODUCTION Hi, I'm a guy who comes from Kaohsiung, a city with enthusiasm and vitality. I am currently a student in the team’s master’s class. My research field in the team is on schizophrenia and other related mental diseases, trying to establish an objective and relatively stable method that can be used to find meaningful therapeutic targets in the patient’s brain. We can also call it a "biomarker". Welcome to join us and enjoy the mystery of brain science.
Alex Chun-Yen Yu, B.S. 尤俊硯 Master Student EDUCATION Bachelor of Engineering (Major), Department of Aeronautics and Astronautics, National Cheng-Kung University, Tainan, Taiwan Bachelor of Science (Double Major), Department of Psychology, National Cheng-Kung University, Tainan, Taiwan BRIEF INTRODUCTION Chun-Yen Yu is currently a master student. His research interests are fMRI BOLD signal processing and applications of machine learning and deep learning algorithm. His current research topics are (1) using phase modulation and deep learning on rs-fMRI BOLD signal and applying on Schizophrenia, (2) applying image processing, machine learning and deep learning technologies on Mini-Mental State Examination to examine the relationship between pentagon drawing and other questions. His previous researches are engineering related, like 2D-SLAM, 2D point cloud and their application on machine learning and deep learning. REFEREED PUBLICATIONS Academic Conference (Oral Presentation)
Chun-Yen Yu, Chao-Chung Peng, Machining Learning for 2D-SLAM Object Classification and Recognition, 2020 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW), Taoyuan, Taiwan
Yu-Fu Lin, Lee-Jang Yang, Chun-Yen Yu, Chao-Chung Peng, Der-Chen Huang, Object Recognition and Classification of 2D-SLAM using Machine Learning and Deep Learning Techniques, 2020 International Symposium on Computer, Consumer and Control (IS3C), Taichung, Taiwan
HONORS 108學年度大專學生研究創作獎(機器學習於2D點雲之物件辨識技術研究), Ministry of Science and Technology, Taiwan
John Po-Chieh Chiu, B.S. 邱柏傑睡眠技師 Respiratory Therapist / Sleep Technician Master Student EDUCATION Bachelor of Science, Department of Respiratory Therapy, Taipei Medical University, Taipei, Taiwan BRIEF INTRODUCTION Po-Chieh Chiu is a health care practitioner who holds certificate in respiratory therapy and sleep study (Polysomnographic) in Taiwan. His research interests are sleep medicine and physiological signal analysis.
Lulu Nai-Yu Kuo, B.S. 郭乃瑜睡眠技師 Respiratory Therapist / Sleep Technician Master Student EDUCATION Bachelor of Science, Department of Respiratory Therapy, Chang Gung University, Taoyuan, Taiwan BRIEF INTRODUCTION Hi, I am a respiratory therapist who has been working as a sleep technician in Taipei Veterans General Hospital since 2014. The work affords me experiences in the sleep lab and allows me to better understand a wide spectrum of sleep medicine. That is why I became a member of this lab, and that is where my passion is.
Harris Wei-Zhong Shih, B.S. 施惟中 Master Student EDUCATION Bachelor of Science, Department of Medical Informatics and Innovative Applications, Fu Jen Catholic University, New Taipei, Taiwan BRIEF INTRODUCTION Hello everyone, sleep disorders have been an important topic in recent years, and I hope to explore the problems through deep learning. The laboratory provided me with many resources, and the atmosphere was quite warm and made me feel comfortable. Welcome to join us and learn about the mysteries of brain science together!
Howard Ching-Hao Chen, B.S. 陳卿豪 Master Student EDUCATION Bachelor of Science, Department of Biotechnology, Ming Chuan University, Taoyuan, Taiwan BRIEF INTRODUCTION Greetings from Taiwan! Mr. Ching-Hao Chen, you can also call him Howard. Currently, he is pursuing his master degree in Institute of Brain Science, National Yang-Ming University. In Laboratory of Precision Psychiatry. He’s diligent in psychiatric diseases -related research, In the ongoing research project, he is committed to use artificial intelligence approach to find a clue in depression and help clinic diagnosis. If you have any interesting thought please feel free to contact him or our beloved and distinguished Principal Investigator, Dr. Yang, we look forward to a successful working relationship in the future.
Iris Ching-Jung Huang, B.S. 黃堇容 Master Student EDUCATION Bachelor of Science, Department of Healthcare Administration and Medical Informatics, Kaohsiung Medical University, Kaohsiung, Taiwan BRIEF INTRODUCTION My research interest is about neurodegenerative disease, Parkinson's disease(PD) in particular. There is no cure for PD, but we can try using brain imaging to identify biomarkers that can lead to earlier diagnosis or even predict the disease. So I hope that I can make a contribution to those problems.
Emma Hsin-Yen Chien, B.S. 錢欣妍 Master Student EDUCATION Bachelor of Engineering, Department of Biomedical Engineering, Ming Chuan University, Taoyuan, Taiwan BRIEF INTRODUCTION Hsin-Yen Chien, B.E., is currently a master student at the Institute of Brain Science, School of Medicine, National Yang-Ming University, Taiwan. She finished her bachelor's degree from the Department of Biomedical Engineering, Ming Chuan University, Taiwan. She completed research in the bachelor's degree on “Quantifying Attention Base on EEG in Order to Assess the Effectiveness of Attention Training System”. She interested in biomedical signal analysis and machine learning, so she is under the supervision of Dr. Albert Chih-Chieh Yang to conduct his research and learning. REFEREED PUBLICATIONS Academic Conference (Oral Presentation) Hsin Yen Chien, Chia Yen Yang, Quantifying Attention Base on EEG in Order to Assess the Effectiveness of Attention Training System, Jiont Conference on Medical Informatics in Taiwan 2019 (JCMIT 2019), New Taipei, Taiwan
Cinna Yi-Ting Kao 高翊庭 Undergraduate Students EDUCATION Department of Biomedical Imaging and Radiological Sciences, National Yang-Ming University, Taipei, Taiwan. BRIEF INTRODUCTION I am still a senior in National Yang-Ming University, and also an undergraduate research student led by Dr. Albert Chih-Chieh Yang. I am interested in human personality. Thus, the topic of my project is “Analysis of the difference of structural and functional brain imaging in healthy subjects with three personality traits (NS, HA, RD) of TPQ.” Expectedly, I will invite healthy subjects to fill out the personality classification questionnaire and collect their MRI brain images to analyze the differences among them.
Past Members
JeanYi-Ju Lee, Ph.D. 李易儒博士 EDUCATION Ph.D. in Institute of Brain Science, National Yang-Ming University, Taipei, Taiwan (2020) BRIEF INTRODUCTION Research interest: Brain Imaging Analysis, Nonlinear Analysis in Complex System, Psychiatry Disorders, Student Engagement and Psychological Mechanisms under Cultural Contexts REFEREED PUBLICATIONS Journal
Lee, Y. J., Tsai, S. J. & Yang, A. C. (2019, April). Power Law Scaling in Schizophrenia: A Resting-state fMRI Investigation, Schizophrenia Bulletin, Vol. 45, pp. S335-S336
Chen C. Y., Lee Y. J., Huang, S. Y., Tsai, S. J., Yang A. C.& Wang W. (2019, September.). A High-Speed Algorithm for Genome-Wide Association Studies on Multi-GPU, IEEE Transection on Big Data (Submitting)
Lee Y. J., Huang, S. Y., Tsai, S. J. & Yang A. C. (2019, October). Alteration of Power Law Scaling of Spontaneous Brain Activity in Schizophrenia, Human Brain Mapping (Submitting)
Yu-Wei Chang, M.S. 張育瑋工程師 Research and Development Engineer (~2020/09) EDUCATION Master of Science, Department of Computational Science and Engineering, National Taiwan University, Taipei, Taiwan BRIEF INTRODUCTION I am a research and development engineer for programming and numerical analysis in the AI team of this Lab. My research mainly focuses on the machine learning approach for medical brain imaging. Please feel free to reach out if you get some interesting ideas, I am always happy to hear from you and let us have some intriguing collaborations! REFEREED PUBLICATIONS Research papers [1] Y. W. Chang, Albert C. Yang, Automated orientation of brain MRI using deep learning. (in preparation) [2]Y. W. Chang, S. J. Tsai, Albert C. Yang, Development of an Al-based web diagnostic system for phenotyping psychiatric disorders, Frontier in Psychiatry. (in submission) [3] Tony W. H. Sheu, C. Y. Kao, Y. W. Chang, J. H. Li, Prediction of evanescent coupling efficiency in two parallel silica nanowires, Computers and Mathematics with Applications, 78 (3) (2019) 707-722