JustlfC03 / MSTNetLinks
[ICASSP 2025] Toward Robust Early Detection of Alzheimer's Disease via an Integrated Multimodal Learning Approach
☆56Updated 3 months ago
Alternatives and similar repositories for MSTNet
Users that are interested in MSTNet are comparing it to the libraries listed below
Sorting:
- [MICCAI 2024] Feature Fusion Based on Mutual-Cross-Attention Mechanism for EEG Emotion Recognition☆54Updated 8 months ago
- ☆12Updated last year
- GFE-Mamba: Mamba-based AD Multi-modal Progression Assessment via Generative Feature Extraction from MCI☆28Updated 7 months ago
- The World's First Foundational Model for EEG-based Alzheimer's Disease Detection☆57Updated 6 months ago
- DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency (AAAI24)☆56Updated last year
- EEG-DIF: Early Warning of Epileptic Seizures through Generative Diffusion Model-based Multi-channel EEG Signals Forecasting☆31Updated 2 weeks ago
- [Neurips 2024] A Multi-Granularity Patching Transformer for Medical Time-Series Classification☆126Updated 5 months ago
- ☆70Updated last year
- Multimodal deep learning for Alzheimer's disease dementia assessment☆127Updated 2 years ago
- [IEEE BHI 2022] Multimodality Multi-Lead ECG Arrhythmia Classification using Self-Supervised Learning☆40Updated 10 months ago
- ☆24Updated last year
- [Neurips 2023] A Hierarchical Contrastive Framework for Medical Time-Series☆73Updated last year
- ☆10Updated 3 years ago
- ☆15Updated last year
- A reproducible 3D convolutional neural network with dual attention module (3D-DAM) for Alzheimer's disease classification☆18Updated 9 months ago
- The code for paper "A Multi-View Multi-Scale Neural Network for Multi-Label ECG Classification"☆27Updated 2 years ago
- ☆29Updated 10 months ago
- The official code implementation for "DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mut…☆54Updated 3 months ago
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆68Updated 6 months ago
- [ICLR 2025] NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals☆75Updated 3 months ago
- This paper was submitted to ICASSP 2023: Exploiting Interactivity and Heterogeneity for Sleep Stage Classification via Heterogeneous Grap…☆24Updated 2 years ago
- Corpus of resources for multimodal machine learning with physiological signals (mmps).☆112Updated last week
- [Arxiv] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG☆63Updated 6 months ago
- [Computer in Biology and Medicine (Q1)] Official PyTorch Implementation for PLSNet.☆13Updated last year
- ☆33Updated last year
- Practical cardiac events intelligent diagnostic algorithm for wearable 12-lead ECG via self-supervised learning on large-scale dataset☆29Updated 2 years ago
- The code for the paper of "Foundation Model of ECG: Diagnostics and explanations of any disease, form, or rhythm on any ECG"☆35Updated 6 months ago
- Implementation of paper "Multi-Modal Diagnosis of Alzheimer's Disease using Interpretable Graph Convolutional Networks"☆14Updated 11 months ago
- SleepPrintNet: A Multivariate Multimodal Neural Network based on Physiological Time-series for Automatic Sleep Staging☆38Updated last year
- ☆11Updated 6 months ago