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Author

Si-Lei Fong

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Open access Aug 2025

EEGDM: Label-Efficient EEG Representation Learning with Generative Diffusion Model.

Electroencephalography (EEG) is a critical tool for monitoring brain activity and diagnosing neurological disorders such as epilepsy. However, learning meaningful representations from raw EEG signals remains challenging due to limited annotations, substantial inter-subject variability, and complex temporal dynamics. Re...

Hong-Pu-Ah Jia, Sim Kuan Goh, Zi-Wei Zhang et al. · 8 citations
Sep 2026

EEGDM: Label-Efficient EEG Representation Learning with Generative Diffusion Model.

Electroencephalography (EEG) is a critical tool for monitoring brain activity and diagnosing neurological disorders such as epilepsy. However, learning meaningful representations from raw EEG signals remains challenging due to limited annotations, substantial inter-subject variability, and complex temporal dynamics. Re...

Hong-Pu-Ah Jia, Sim Kuan Goh, Zi-Wei Zhang et al. · 0 citations
Review Open access Jul 2026

Adaptive immune dysregulation drives new-onset refractory status epilepticus

This review synthesises current evidence linking adaptive immune responses in NORSE pathogenesis, with particular emphasis on B and T lymphocytes in shaping neuroinflammation, and discusses emerging immunomodulatory therapies targeting adaptive immune components.

Z. Phong, Si-Lei Fong, Kheng-Seang Lim et al. · 0 citations

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