Research output per year
Research output per year
Personal profile
Research Interests
developing medical image processing techniques for manipulating, morphologically measuring, statistically inferring, and visualizing brain structures of normal subjects and patients, developing signal processing and electromagnetic mapping technologies, imaging cognitive/emotional information processing, developing brain informatics and data mining techniques
Education/Academic qualification
PhD, Computer Science, National Yang Ming Chiao Tung University
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Cancellation but not restraint ability is modulated by trait anxiety: An event-related potential and oscillation study using Go-Nogo and stop-signal tasks
Hsieh, M. T., Lu, H., Chen, L. F., Liu, C. Y., Hsu, S. C. & Cheng, C. H., 15 Feb 2022, In: Journal of Affective Disorders. 299, p. 188-195 8 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Facial Image Reconstruction from Functional Magnetic Resonance Imaging via GAN Inversion with Improved Attribute Consistency
Chang, P. C., Tien, Y. Y., Chen, C. L., Chen, L. F., Chen, Y. S. & Chan, H. L., 2022, 2022 International Joint Conference on Neural Networks, IJCNN 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2022-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Long-term musical training induces white matter plasticity in emotion and language networks
Cheng, L. K., Chiu, Y. H., Lin, Y. C., Li, W. C., Hong, T. Y., Yang, C. J., Shih, C. H., Yeh, T. C., Tseng, W. Y. I., Yu, H. Y., Hsieh, J. C. & Chen, L. F., 2022, (Accepted/In press) In: Human Brain Mapping.Research output: Contribution to journal › Article › peer-review
Open Access -
MEG-based Classification and Grad-CAM Visualization for Major Depressive and Bipolar Disorders with Semi-CNN
Huang, C. C., Low, I., Kao, C. H., Yu, C. Y., Su, T. P., Hsieh, J. C., Chen, Y. S. & Chen, L. F., 2022, 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022. Institute of Electrical and Electronics Engineers Inc., p. 1823-1826 4 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2022-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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PADAr: physician-oriented artificial intelligence-facilitating diagnosis aid for retinal diseases
Lin, P-K., Chiu, Y. H., Huang, C. J., Wang, C. Y., Pan, M-L., Wang, D. W., Liao, H. Y. M., Chen, Y. S., Kuan, C. H., Lin, S. Y. & Chen, L. F., 1 Jul 2022, In: Journal of Medical Imaging. 9, 4, 044501.Research output: Contribution to journal › Article › peer-review
Open Access