Dinghan Hu

26 papers C 3Journal 20Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
CL4CEA: A Clinical-Knowledge-Informed Augmentation for Contrastive Learning on Childhood Epilepsy Analysis.
IEEE Signal Process. Lett.
Yuanmeng Feng, Dinghan Hu, Wenbin Hu, Tiejia Jiang, Jiuwen Cao
2026 J jnl
Comparative analysis of predictive factors for variant pathogenicity in epilepsy research: A study based on the predictive gene-specific random forest (GRF) model.
Biomed. Signal Process. Control.
Suhang Song, Dinghan Hu, Junbiao Liu, Jiuwen Cao
2026 J jnl
Correlative analysis between ocular surface features and carotid plaque : A multimodal machine learning framework.
Comput. Methods Programs Biomed.
Shichen Zhang, Dinghan Hu, Le Luo, Jiuwen Cao
2026 J jnl
Multi-kernel convolutional neural network with attention mechanism for RonS detection.
Medical Biol. Eng. Comput.
Tianle Zhu, Dinghan Hu, Tiejia Jiang, Shuangpeng Zhu, Yunyun Zhao, Jiuwen Cao
2026 J jnl
Multiple EEG channel attention based multi-task model for epileptiform activity quantification.
Neurocomputing
Dinghan Hu, Zirun Jiang, Chenzhi Jin, Zuonian Xie, Feng Gao, Jiuwen Cao
2025 J jnl
EAViz: a user-friendly deep learning-based epilepsy analysis visualizer using multimodal data.
J. Supercomput.
Ze Xia, Dinghan Hu, Tiejia Jiang, Shuangpeng Zhu, Xiaohui Lou, Jiuwen Cao
2025 J jnl
Multiple artifacts detection based on channel masking and multi-feature domain semi-supervised network.
J. Supercomput.
Dinghan Hu, Huijun Wang, Feng Gao, Xiaohui Lou, Zuonian Xie, Jiuwen Cao
2025 J jnl
Mutual Information Driven Representation Learning for Cross-Subject Seizure Detection.
IEEE Signal Process. Lett.
Dinghan Hu, Xiaonan Cui, Tiejia Jiang, Wenbin Hu, Jiuwen Cao
2025 J jnl
STMemAE: An Instance-Level Based Spatio-Temporal Memory Autoencoder for Unsupervised Vision-Based Seizure Detection.
IEEE Trans. Emerg. Top. Comput. Intell.
Dinghan Hu, Kai Wu, Yuan Fang, Tiejia Jiang, Feng Gao, Jiuwen Cao
2025 J jnl
Seizure Detection Framework via Multisubject Dynamic Adaptation and Structural Clustering.
IEEE Trans. Instrum. Meas.
Xiaonan Cui, Dinghan Hu, Xiaoping Lai, Tiejia Jiang, Feng Gao, Jiuwen Cao
2024 J jnl
An End-to-End Vision-Based Seizure Detection With a Guided Spatial Attention Module for Patient Detection.
IEEE Internet Things J.
Dinghan Hu, Yuan Fang, Jiuwen Cao, Tiejia Jiang, Feng Gao
2024 C conf
Audio-Visual Cross-Modal Generation with Multimodal Variational Generative Model.
ISCAS
Zhubin Xu, Tianlei Wang, Dekang Liu, Dinghan Hu, Huanqiang Zeng, Jiuwen Cao
2024 C conf
Automatic EEG-based Spike Ripples Detection with Multi-band Frequency Analysis.
ISCAS
Sihan Zhou, Dinghan Hu, Feng Gao, Tiejia Jiang, Jiuwen Cao
2024 J jnl
Brain network analysis of benign childhood epilepsy with centrotemporal spikes: With versus without interictal spikes.
Cogn. Comput. Syst.
Zhixing Hong, Dinghan Hu, Runze Zheng, Tiejia Jiang, Feng Gao, Jiajia Fang, Jiuwen Cao
2023 J jnl
Regional Scalp EEGs Analysis and Classification on Typical Childhood Epilepsy Syndromes.
IEEE Trans. Cogn. Dev. Syst.
Xiaonan Cui, Jiuwen Cao, Dinghan Hu, Tianlei Wang, Tiejia Jiang, Feng Gao
2022 J jnl
Childhood epilepsy syndromes classification based on fused features of electroencephalogram and electrocardiogram.
Cogn. Comput. Syst.
Qianlan Yang, Dinghan Hu, Tianlei Wang, Jiuwen Cao, Fang Dong, Weidong Gao, Tiejia Jiang, Feng Gao
2022 J jnl
Deep feature fusion based childhood epilepsy syndrome classification from electroencephalogram.
Neural Networks
Xiaonan Cui, Dinghan Hu, Peng Lin, Jiuwen Cao, Xiaoping Lai, Tianlei Wang, Tiejia Jiang, Feng Gao
2022 J jnl
Early seizure detection in childhood focal epilepsy with electroencephalogram feature fusion on deep autoencoder learning and channel correlations.
Multidimens. Syst. Signal Process.
Tiejia Jiang, Jiahua Zhu, Dinghan Hu, Weidong Gao, Feng Gao, Jiuwen Cao
2022 J jnl
Epileptic Classification With Deep-Transfer-Learning-Based Feature Fusion Algorithm.
IEEE Trans. Cogn. Dev. Syst.
Jiuwen Cao, Dinghan Hu, Yaomin Wang, Jianzhong Wang, Baiying Lei
2021 J jnl
Epileptic Signal Classification Based on Synthetic Minority Oversampling and Blending Algorithm.
IEEE Trans. Cogn. Dev. Syst.
Dinghan Hu, Jiuwen Cao, Xiaoping Lai, Junbiao Liu, Shuang Wang, Yao Ding
2021 J jnl
Epileptic State Classification by Fusing Hand-Crafted and Deep Learning EEG Features.
IEEE Trans. Circuits Syst. II Express Briefs
Dinghan Hu, Jiuwen Cao, Xiaoping Lai, Yaomin Wang, Shuang Wang, Yao Ding
2021 — conf
Multi-modal Signal Based Childhood Rolandic Epilepsy Detection.
ICCSIP
Yixian Wu, Dinghan Hu, Tiejia Jiang, Feng Gao, Jiuwen Cao
2021 J jnl
Unsupervised Eye Blink Artifact Detection From EEG With Gaussian Mixture Model.
IEEE J. Biomed. Health Informatics
Jiuwen Cao, Long Chen, Dinghan Hu, Fang Dong, Tiejia Jiang, Weidong Gao, Feng Gao
2019 — conf
Epileptic Signal Classification with Deep Transfer Learning Feature on Mean Amplitude Spectrum.
EMBC
Yaomin Wang, Jiuwen Cao, Jianzhong Wang, Dinghan Hu, Muqing Deng
2019 — conf
Epileptic State Classification based on Intrinsic Mode Function and Wavelet Packet Decomposition.
EMBC
Dinghan Hu, Jiuwen Cao, Xiaoping Lai, Junbiao Liu
2018 C conf
Magnitude Design of FIR Evidence Filters with Prescribed Transition Rolloff Using Bisection and ICMEE.
FUSION
Dinghan Hu, Xiaoping Lai