Faculty

詹慧伶

HUI-LING CHAN

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)

teacher

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

  1. 產業促進貢獻獎 (2018) 工業技術研究院電子與光電所
  2. Student paper competition finalist (2015) 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Milan
  3. Best paper award (2012) 17th Asia and South Pacific Design Automation Conference, Sydney

Publications

Refered Papers

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]


Conference Papers

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)