Personal profile
Research Interests
Biosignal analysis
EEG
MEG
Pain
Neurological disorders
Education/Academic qualification
PhD, Biomedical Engineering, National Yang-Ming University
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Collaborations and top research areas from the last five years
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Artificial neural networks applied to somatosensory evoked potentials for migraine classification
Sebastianelli, G., Secci, D., Casillo, F., Abagnale, C., Di Lorenzo, C., Serrao, M., Wang, S. J., Hsiao, F. J. & Coppola, G., Dec 2025, In: Journal of Headache and Pain. 26, 1, 67.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Classifying Migraine Phases using Fuzzy Entropy and Microstate Features in Resting-state EEG
Ko, L. W., Sung, T. H., Tsai, C. Y., He, C., Jung, T. P., Pan, L. L. H., Hsiao, F. J., Wang, Y. F., Lai, K. L., Chen, S. P. & Wang, S. J., 2025, 2025 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2025 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE International Conference on Fuzzy Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Hallmarks of primary headache: part 2– Tension-type headache
Pan, L. L. H., Ling, Y. H., Wang, S. J., Al-Hassany, L., Chen, W. T., Chiang, C. C., Cho, S. J., Chu, M. K., Coppola, G., Pietra, A. D., Dong, Z., Ekizoglu, E., Els, C., Farham, F., Garcia-Azorin, D., Ha, W. S., Hsiao, F. J., Ishii, R., Kim, B. K. & Kissani, N. & 20 others, , Dec 2025, In: Journal of Headache and Pain. 26, 1, 164.Research output: Contribution to journal › Review article › peer-review
Open Access29 Scopus citations -
Temporal stability and neural complexity in resting-state MEG predict migraine phenotypes
Hsiao, F. J., Chen, W. T., Chen, S. P., Wang, Y. F., Lai, K. L., Coppola, G. & Wang, S. J., Dec 2025, In: Journal of Headache and Pain. 26, 1, 280.Research output: Contribution to journal › Article › peer-review
Open Access -
Altered brainstem–cortex activation and interaction in migraine patients: somatosensory evoked EEG responses with machine learning
Hsiao, F. J., Chen, W. T., Liu, H. Y., Wu, Y. T., Wang, Y. F., Pan, L. L. H., Lai, K. L., Chen, S. P., Coppola, G. & Wang, S. J., Dec 2024, In: Journal of Headache and Pain. 25, 1, 185.Research output: Contribution to journal › Article › peer-review
Open Access8 Scopus citations