Deep learning based automatic seizure prediction with EEG time-frequency representation. - Xingchen Dong; Landi He; Haotian Li; Zhen Liu; Wei Shang; Weidong Zhou (Biomed. Signal Process. Control., 2024)

Epileptic Seizure Prediction Using Spatiotemporal Feature Fusion on EEG. - Dezan Ji; Landi He; Xingchen Dong; Haotian Li; Xiangwen Zhong; Guoyang Liu; Weidong Zhou (Int. J. Neural Syst., 2024)

A Lightweight Convolutional Neural Network-Reformer Model for Efficient Epileptic Seizure Detection. - Haozhou Cui; Xiangwen Zhong; Haotian Li; Chuanyu Li; Xingchen Dong; Dezan Ji; Landi He; Weidong Zhou (Int. J. Neural Syst., 2024)

Mixed supervised cross-subject seizure detection with transformer and reference learning. - Landi He; Dezan Ji; Xingchen Dong; Haotian Li; Guoyang Liu; Weidong Zhou (Appl. Soft Comput., 2025)

CNN-Informer: A hybrid deep learning model for seizure detection on long-term EEG. - Chuanyu Li; Haotian Li; Xingchen Dong; Xiangwen Zhong; Haozhou Cui; Dezan Ji; Landi He; Guoyang Liu; Weidong Zhou (Neural Networks, 2025)