助理教授
Contact Info.
資訊系 / 資訊所 / AI學程 / 醫資所
  資訊系館1樓4219
  06-2757575 ext 62561
  hlchan@gs.ncku.edu.tw
  智慧生醫與訊號處理實驗室
      (資訊系館4樓65410)
Research Interests
專長:
-生醫訊號處理、腦造影(功能性磁振造影、腦磁波、腦電波)
-機器學習、資料科學
-精神科學(憂鬱症)
研究領域:
-腦造影演算法開發
-智慧生醫
-腦身體連結機制與調控
School Record
台灣 \ 國立交通大學 \ 資訊工程 \ 博士(2007 ~ 2015)
台灣 \ 國立台灣師範大學 \ 生命科學 \ 學士(2000 ~ 2005)
Record
國立成功大學資訊工程系 助理教授(2023.08 ~)
日本廣島大學腦、心與感性科學研究中心 特任助理教授(2020.05 ~ 2023.07)
日本廣島大學腦、心與感性科學研究中心 研究員(2019.09 ~ 2020.04)
工業技術研究院電子與光電工程研究所 工程師(2018.01 ~ 2019.09)
國立交通大學資訊工程系 博士後研究員(2015.07 ~ 2017.12)
加拿大McGill大學McConnell Brain Imaging Centre 訪問(2013.04 ~ 2014.04)
Patents
Honor & Awards
Publications
A S R Fermin*, T Sasaoka, T Maekawa, HL Chan, M G Machizawa, G Okada, Y Okamoto, S Yamawaki. (2023) Insula neuroanatomical networks predict interoceptive awareness. Heliyon 9(8):e18307. doi: 10.1016/j.heliyon.2023.e18307
A S R Fermin*, T Kiyonari, Y Matsumoto, H Takagishi, Y Li, R Kanai, M Sakagami, R Akaishi, N Ichikawa, M Takamura, S Yokoyama, M G Machizawa, HL Chan, A Matani, S Yamawaki, G Okada, Y Okamoto, T Yamagishi. (2022) The neuroanatomy of social trust predicts depression vulnerability. Scientific Report 12:16724. doi: 10.1038/s41598-022-20443-w [2021 IF: 4.996; Rank: 19/73 in Multidisciplinary Sciences]
HL Chan*, IT Low, LF Chen, YS Chen, IT Chu, JC Hsieh* (2021) A novel beamformer-based imaging of phase-amplitude coupling (BIPAC) unveiling the inter-regional connectivity of emotional prosody processing in women with primary dysmenorrhea. Journal of Neural Engineering 18(4):046074. doi: 10.1088/1741-2552/abed83 [2021 IF: 5.043; Rank: 32/98 in Biomedical Eng. and 90/274 in Neurosciences]
HL Chan, PC Kuo, CY Cheng, YS Chen*. (2018) Challenges and future perspectives on electroencephalogram-based biometrics in person recognition. Frontiers in Neuroinformatics 12, pp.1-15. doi: 10.3389/fninf.2018.00066 [2021 IF:3.739; Rank: 16/57 in Mathematical & Computational Biology and 142/274 in Neurosciences]
HL Chan, LF Chen, IT Chen, YS Chen*. (2015) Beamformer-based spatiotemporal Imaging of linearly-related source components using electromagnetic neural signals. NeuroImage 114, pp. 1-17. doi: 10.1016/j.neuroimage.2015.03.038 [2021 IF: 7.4; Rank: 2/15 in Neuroimaging and 23/305 in Neurosciences]
HL Chan, YS Chen, LF Chen*. (2012) Selection of independent components based on cortical mapping of electromagnetic activity. Journal of Neural Engineering 9(5):056006, pp.1-18. doi: 10.1088/1741-2560/9/5/056006 [2021 IF: 5.043; Rank: 32/98 in Biomedical Eng. and 90/274 in Neurosciences]
HC Fung, CM Chen, YR Wu, WC Hsu, LS Ro, JC Lin, KH Chang, HK Wang, SJ Lin, HL Chan, YY Lin, SL Wei, Y Hsu, JC Hwang, LC Tung, G-J Lee-Chen. (2005) Heat shock protein 70 and tumor necrosis factor alpha in Taiwanese patients with dementia. Dementia and geriatric cognitive disorders 20(1), pp.1-17. doi:10.1159/000085067 [2021 IF: 3.346; Rank: 115/212 in Clinical Neurology and 95/155 in Psychiatry]
International Conference
全文:
PC Chen, YY Tien, CL Chen, YS Chen, LF Chen, HL Chan*(Corresponding Author). (2022) Facial image reconstruction from functional magnetic resonance imaging via GAN inversion with improved attribute consistency. The 2022 International Joint Conference on Neural Networks (IJCNN 2022), Italy. [EI: Artificial intelligence; Software]
HL Chan, JW Wang, YS Chen*. (2018) Beamformer source estimation improves accuracy of motor-imagery-based brain computer interface. IEEE 23rd International Conference on Digital Signal Processing (DSP), Shanghai, China. pp.1-5. doi:10.1109/ICDSP.2018.8631798 [EI: Signal processing]
PS Lee, YS Chen, HL Chan, LF Chen*. (2018) Assessment of quantitative magnetoencephalography using cross-frequency phase-phase coupling. IEEE 23rd International Conference on Digital Signal Processing (DSP), Shanghai, China. pp.1-5. doi: 10.1109/ICDSP.2018.8631615 [EI: Signal processing]
HL Chan*, LF Chen, YS Chen, S Baillet. (2015) Beamformer-based imaging of phase-amplitude coupling between electromagnetic brain sources. The 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Milan, Italy. pp.7558-7561. (Student Paper Award Finalist) doi: 10.1109/EMBC.2015.7320141 [EI: Computer vision and pattern recognition; Biomedical engineering]
CL Chang, CC Chang, HL Chan, CHP Wen, J Bhadra. (2012) An intelligent analysis of Iddq data for chip classification in very deep-submicron (VDSM) CMOS technology. The 17th Asia and South Pacific Design Automation Conference, Sydney, Australia. pp.163-168. (Best Paper Award) doi: 10.1109/ASPDAC.2012.6164938 [EI: Computer graphics and computer-aided design; computer science applications]
HL Chan, YS Chen, LF Chen. (2011) Maximum multiple-correlation beamformer for estimating source connectivities in electromagnetic brain activities. The 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Boston, MA. pp.5024-5027. doi: 10.1109/IEMBS.2011.6091245 [EI: Computer vision and pattern recognition; Biomedical engineering]
HL Chan, YS Chen, LF Chen, TH Chen, IT Chen. Lead field space projection for spatiotemporal imaging of independent brain activities. The 6th International Symposium on Neural Networks (ISNN), Wuhan, China. pp.512-519. doi:10.1007/978-3-642-01513-7_56 [EI: Computer Science; Theoretical Computer Science]
摘要:
HL Chan*, T Harada, M Katagiri, K Iida, M G Machizawa, K Ono, A R Fermin, S Yamawaki. (2022) Insular responses to 1-Hz transcutaneous auricular vagus nerve stimulation (taVNS) from human intracranial recordings. The 45th Annual Meeting of the Japan Neuroscience Society, Okinawa, Japan.
A S R Fermin*, HL Chan, N Ichikawa, M Takamura, S Yokoyama, M G Machizawa, A Yoshino, A Matani, S Yamawaki, G Okada, Y Okamoto. (2022) Brain interoception network structures linked with cardiac dysfunction in depression. The 45th Annual Meeting of the Japan Neuroscience Society, Okinawa, Japan.
HL Chan*, M G Machizawa, N Kanayama, M Kai, R Mizuochi, S Yamawaki. (2021) Cardiac responses to uncertainty and heart-brain relations reflect depressed mood. The 44th Annual Meeting of the Japan Neuroscience Society, Kobe, Japan.
A S R Fermin*, HL Chan, N Ichikawa, M Takamura, T Kiyonari, Y Matsumoto, H Takagishi, Y Li, R Kanai, M Sakagami, S Yokoyama, M G Machizawa, A Yoshino, A Matani, S Yamawaki, G Okada, T Yamagishi, Y Okamoto. (2021) Abnormal brain interoception network structures linked with loss of cardiac autonomic regulation in major depressive disorder. The 44th Annual Meeting of the Japan Neuroscience Society, Kobe, Japan.
HL Chan*, A S R Fermin, M Takamura, N Ichikawa, A Yoshino, G Okada, Y Okamoto, S Yamawaki. (2021) Alterations in the brain interoceptive network linked to abnormal cardiac autonomic regulation in major depressive disorder. The 42nd International Neuroscience Symposium of the Université de Montréal.
HL Chan*, A S R Fermin, M Takamura, N Ichikawa, T Sasaoka, S Yamawaki. (2021) Interoceptive brain systems predict somatic symptoms in major depression. The CINP 2021 Virtual World Congress.
HL Chan*, K Ono, J Hashimoto, R Hiramoto, T Sasaoka, S Yamawaki. (2020) Oscillatory brain activity modulated by prediction accuracy of visual imagery. The 43rd Annual Meeting of the Japan Neuroscience Society.
KH Tseng*, CY Shih, CT Pan, CY Chen, CE Chen, HH Ko, HL Chan. (2020) Wearable conforming intelligent vital signs detection patch sensing system based on hybrid printed electronics with ACF bonding technology. International Microsystems, Packaging, Assembly and Circuits Technology Conference (IMPACT) pp. 423-426.
HL Chan*, KH Tseng, SM Chang, CE Chen, PM Shih, CW Chen. (2019) Deep neural network-based classification of infant status from electrocardiographic signals. The 10th International Conference on Flexible and Printed Electronics (ICFPE), Taipei, Taiwan.
HL Chan, CH Yu, LF Chen, YS Chen*. (2018) Autoencoder-based source localization using MEG/EEG. The 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI.
HL Chan*, YS Chen, LF Chen. (2016) Affective modulation of cross-frequency coupling in emotional prosodic processing of primary dysmenorrhea patients. The 20st International Conference on Biomagnetism (BIOMAG), Seoul, Korea.
Students
碩士班:
唐翊峰(一年級)
陳柏儒(一年級)
王崇瀚(一年級)
蔡文賓(一年級)