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TEL:(02)2826-7995
E-mail: ccyang10@vghtpe.gov.tw
accyang@nycu.edu.tw
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Principle Investigator
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Yang, Albert Chih-Chieh
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《Education》
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2002/06
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M.D,, School of Medicine, National Yang Ming University
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2011/08
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Ph.D., Institute of Clinical Medicine, National Yang Ming University
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《Positions and Appointmnt》
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2021/07 ~ present
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Attending Physician, Department of Medical Research, Taipei Veterans General Hospital.
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2021/07 ~ present
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Vice Chair, Medical Artificial Intelligence Development Center (AI Center), Taipei Veterans General Hospital.
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2021/03 ~ present
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Vice Chair, School of Medicine, National YangvMing Chiao Tung University.
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2021/08 ~ present
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Professor and Chairperson, Institute of Brain Science, National Yang Ming Chiao Tung University.
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2021/03 ~ present
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Director , Digital Medicine and Smart Healthcare Research Center, National Yang Ming Chiao Tung University.
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《Past Appointment》
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2002/09~2004/07
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Beth Israel Deaconess Medical Center/Harvard Medical School
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Research Fellow
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2004/08~2005/07
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Chia-Nan Mental Hospital
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Resident
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2005/08~2009/07
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Department of Psychiatry, Taipei Veterans General Hospital
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Resident, Chief Resident
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2009/08~2011/10
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Department of Psychiatry, Chu-Tung Veterans Hospital
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Attending Physician
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2011/11~2016/11
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Department of Psychiatry, Taipei Veterans General Hospital
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Attending Physician
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2013/06~2016/11
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Sleep Medicine Center, Taipei Veterans General Hospital
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Deputy Executive Officer
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2016/12-2019/07
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B Beth Israel Deaconess Medical Center/Harvard Medical School
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Lecturer, Visiting Assistant Professor
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2019/08-2020/07
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Institute of Brain Science, National Yang-Ming University
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Associate Professor
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2020/08-2021/07
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Institute of Brain Science, National Yang Ming Chiao Tung University
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Professor
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2020/10~2021/6
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Brain Medicine Center, Tao-Yuan Psychiatric Center
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Director
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2020/12~2021/6
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Department of Psychiatry, Taipei Veterans General Hospital
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Visiting Attending Physician
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《Research Interests》
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- Psychiatry
- Sleep Medicine
- Brain Science and Neuroimaging
- Biomedical Signal Analysis
- Medical Artificial Intelligence and Digital Medicine
- Smart Healthcare
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《Research》
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- Smart healthcare involves inter-displinary fields of medicine. We aim to establish trust-worthy medical AI model and integrate these models in the clinical workflow, and to establish sustainable, reliable, safe, and efficient model of healthcare service.
- Using medical wearable devices, internet of things (IoT) technology, and artificial intelligence, we aim to develop innovative medical IoT clinical service, ranging from health screening, telemedicine, subacute, to acute and intensive care.
- Using medical AI technology and neuroimaging, we aim to develop diagnostic, evaluative, and prognostic imaging marker for neuropsychiatric disorders, and to establish brain atlas of neuropsychiatric disorders and precision psychiatry.
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《Awards》
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2002 Winner of Event 2 of PhysioNet/Computers in Cardiology Challenge, USA
2003 The Calvin & Rose G Hoffman Marlowe Memorial Trust Prize, UK
2011 Lifu Medical Research Foundation Award, Taiwan
2011 Dr. Tsai Memorial Award Taiwanese Society of Psychiatry, Taiwan
2012 Travel Award, 20th European Congress of Psychiatry
2013 Best Poster Award, 11th World Congress of Biological Psychiatry
2013 Young Scientist Award, 11th World Congress of Biological Psychiatry
2019 Mt. Jade Young Scholar Award, Minister of Education, Taiwan (教育部玉山青年學者)
2019 Futex Award, Ministry of Science and Technology, Taiwan (科技部未來科技獎)
2020 National Innovation Award (Smart Brain Imaging Assessment Platform), Taiwan
2021 National Innovation Award (Smart Sleep Homecare System), Taiwan
2021 National Innovation Award (Cloud COVID-19 Silent Hypoxemia Monitoring), Taiwan
2021 World’s Top 2% Scientists 2020 (rank: 83,645/190,064, <1%, data source: Scopus)
2022 Technology Invention Award, Far Eastern Y. Z. Hsu Science and Technology Memorial
Foundation, Taiwan (有庠科技發明獎)
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《Selected Recent Publications》
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- Chen-Lan Shen, Shih-Jen Tsai, Ching-Po Lin & Albert C. Yang* (2023, Jan). Progressive brain abnormalities in schizophrenia across different illness periods: a structural and functional MRI study. Schizophrenia, volume 9.
- Jun-Ding Zhu, Shih-Jen Tsai, Ching-Po Lin, Yi-Ju Lee and Albert C. Yang* (2023, Jan). Predicting aging trajectories of decline in brain volume, cortical thickness and fractional anisotropy in schizophrenia. Schizophrenia, 9:1.
- Zhu JD, Huang CW, Chang HI, Tsai SJ, Huang SH, Hsu SW, Lee CC, Chen HJ, Chang CC, Yang AC* (2022, Nov). Functional MRI and ApoE4 genotype for predicting cognitive decline in amyloid-positive individuals. Therapeutic advances in neurological disorders, 15:17562864221138154.
- Chun-Yu Chen, Yung-Shuan Lin, Wei-Ju Lee, Yi-Chu Liao, Yu-Shan Kuo, Albert Yang*, Jong-Ling Fuh. Endophenotypic effects of the SORL1 variant rs2298813 on regional brain volume in patients with late-onset Alzheimer's disease. Front Aging Neurosci. 2022 Aug 5;14:885090.
- Yen-Chi Chen, Yuan-Chia Chu, Chii-Yuan Huang, Yen-Ting Lee, Wen-Ya Lee, Chien-Yeh Hsu, Albert C Yang*, Wen-Huei Liao*, Yen-Fu Cheng*. Smartphone-based artificial intelligence using a transfer learning algorithm for the detection and diagnosis of middle ear diseases: A retrospective deep learning study. EClinicalMedicine. 2022 Jul 12;51:101543.
- Yu-Wei Chang, Albert Chihchieh Yang, TSAI Shih-Jen. Method for training model of deep neural network, and method and system using the model to determine whether there is abnormality in brain. US Patent. 2022 Jul 5; 11,379,982.
- Hsin-Jung Tsai, Albert C Yang*, Shih-Jen Tsai, Yan Ma, Terry BJ Kuo, Cheryl CH Yang, Chung-Kang Peng. Associations of Reduced Sympathetic Neural Activity and Elevated Baroreflex Sensitivity With Non–Rapid Eye Movement Sleep: Evidence From Electroencephalogram- and Electrocardiogram-Based Sleep Staging. Psychosom Med. 2022 Jun 1;84(5):621-631.
- Chu-Chung Huang, Kun-Hsien Chou, Wei-Ju Lee, Albert C Yang, Shih-Jen Tsai, Liang-Kung Chen, Chih-Ping Chung, Ching-Po Lin. Brain white matter hyperintensities-predicted age reflects neurovascular health in middle-to-old aged subjects. Age Ageing. 2022 May 1;51(5):afac106.
- Hsin-Jung Tsai, Albert C Yang*, Jun-Ding Zhu, Yu-Yun Hsu, Teh-Fu Hsu, Shih-Jen Tsai. Effectiveness of Digital Cognitive Behavioral Therapy for Insomnia in Young People: Preliminary Findings from Systematic Review and Meta-Analysis. J Pers Med. 2022 Mar 16;12(3):481.
- Yi-Ju Lee, Su-Yun Huang, Ching-Po Lin, Shih-Jen Tsai, Albert C Yang*. Alteration of power law scaling of spontaneous brain activity in schizophrenia. Schizophrenia Research. 2021 Dec 1; 238, 10-19.
- Hao‐Chih Chang, Chi‐Jung Huang, Albert C Yang, Hao‐Min Cheng, Shao‐Yuan Chuang, Wen‐Chung Yu, Chern‐En Chiang, Chen‐Huan Chen, Shih‐Hsien Sung. Role of Heart Rate Variability in Association Between Glomerular Hyperfiltration and All‐Cause Mortality. J Am Heart Assoc. 2021 Dec 21;10(24):e021585.
- Kai Yuan, Guangrui Huang, Lepeng Wang, Ting Wang, Wenbin Liu, Haixu Jiang, Albert C Yang*. Predicting norovirus in the United States using Google Trends: infodemiology study. Journal of Medical Internet Research. 2021 Sep 29; 23 (9), e24554.
- Eugene Lin, Po-Hsiu Kuo, Wan-Yu Lin, Yu-Li Liu, Albert C Yang, Shih-Jen Tsai. An association study in the Taiwan Biobank elicits three novel candidates for cognitive aging in old adults: NCAM1, TTC12 and ZBTB20. Aging (Albany NY). 2021 Jul 31; 13(14): 18769–18788.
- Eugene Lin, Po-Hsiu Kuo, Wan-Yu Lin, Yu-Li Liu, Albert C Yang, Shih-Jen Tsai. Prediction of probable major depressive disorder in the taiwan biobank: An integrated machine learning and genome-wide analysis approach. Journal of personalized medicine. 2021 Jun 24; 11 (7), 597.
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