Contrast Everything: A Hierarchical Contrastive Framework for Medical Time-Series Y Wang, Y Han, H Wang, X Zhang NeurIPS 2023, 2023 | 53 | 2023 |
EF-Net: Mental state recognition by analyzing multimodal EEG-fNIRS via CNN A Arif, Y Wang, R Yin, X Zhang, A Helmy Sensors 24 (6), 1889, 2024 | 10 | 2024 |
Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series Classification Y Wang, N Huang, T Li, Y Yan, X Zhang NeurIPS 2024, 2024 | 7 | 2024 |
ADformer: A Multi-Granularity Transformer for EEG-Based Alzheimer's Disease Assessment Y Wang, N Mammone, D Petrovsky, AT Tzallas, FC Morabito, X Zhang arXiv preprint arXiv:2409.00032, 2024 | 1 | 2024 |
LEAD: Large Foundation Model for EEG-Based Alzheimer's Disease Detection Y Wang, N Huang, N Mammone, M Cecchi, X Zhang arXiv preprint arXiv:2502.01678, 2025 | | 2025 |
How to evaluate your medical time series classification? Y Wang, T Li, Y Yan, W Song, X Zhang arXiv preprint arXiv:2410.03057, 2024 | | 2024 |