Guixia Kang - Publications

EEG-TGC: A Novel Self-Supervised Method based on Temporal-Graph Contrast for Seizure Detection.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

Patient-independent seizure onset zone localization with generalizable feature learning and multi-task supervision.

Journal: Neural networks : the official journal of the International Neural Network Society

Published: December 03, 2025

Efficient Slice-Patch Selection Transformer for Interpretable Alzheimer's Disease Diagnosis Using Structural MRI.

Journal: IEEE journal of biomedical and health informatics

Published: November 24, 2025

DynSeizureGAT: Multi-Band Dynamic Graph Attention Network for Interpretable Seizure Detection and Analysis of Drug-Resistant Epilepsy Using SEEG.

Journal: IEEE journal of biomedical and health informatics

Published: June 20, 2025

LEM-UNet: an edge-guided network for 3D multimodal images segmentation in focal cortical dysplasia.

Journal: Frontiers in neuroscience

Published: May 24, 2025

Three-branch feature enhancement and fusion network for focal cortical dysplasia lesions segmentation using multimodal imaging.

Journal: Brain research bulletin

Published: October 02, 2024

Improved motor imagery classification using adaptive spatial filters based on particle swarm optimization algorithm.

Journal: Frontiers in neuroscience

Published: September 28, 2023

Enhanced focal cortical dysplasia detection in pediatric frontal lobe epilepsy with asymmetric radiomic and morphological features.

Journal: Frontiers in neuroscience

Published: September 07, 2023

End-to-end automatic pathology localization for Alzheimer's disease diagnosis using structural MRI.

Journal: Computers in biology and medicine

Published: January 25, 2023

Automatic Localization of Seizure Onset Zone Based on Multi-Epileptogenic Biomarkers Analysis of Single-Contact from Interictal SEEG.

Journal: Bioengineering (Basel, Switzerland)

Published: November 07, 2022

SEEG-Net: An explainable and deep learning-based cross-subject pathological activity detection method for drug-resistant epilepsy.

Journal: Computers in biology and medicine

Published: March 21, 2022

Screening of Human Circular RNAs as Biomarkers for Early Onset Detection of Alzheimer's Disease.

Journal: Frontiers in neuroscience

Published: February 17, 2022