| AXIAL: Attention-based eXplainability for Interpretable Alzheimer's Localized Diagnosis using 2D CNNs on 3D MRI brain scans | Jul 2, 2024 | 3D ClassificationAlzheimer's Disease Detection | CodeCode Available | 2 |
| LEAD: Large Foundation Model for EEG-Based Alzheimer's Disease Detection | Feb 2, 2025 | Alzheimer's Disease DetectionEEG | CodeCode Available | 2 |
| SpeechFormer++: A Hierarchical Efficient Framework for Paralinguistic Speech Processing | Feb 27, 2023 | Alzheimer's Disease DetectionEmotion Recognition | CodeCode Available | 1 |
| Feature robustness and sex differences in medical imaging: a case study in MRI-based Alzheimer's disease detection | Apr 4, 2022 | Alzheimer's Disease DetectionBinary Classification | CodeCode Available | 1 |
| MRI-based Multi-task Decoupling Learning for Alzheimer's Disease Detection and MMSE Score Prediction: A Multi-site Validation | Apr 2, 2022 | Alzheimer's Disease DetectionFeature Correlation | CodeCode Available | 1 |
| Preclinical Stage Alzheimer's Disease Detection Using Magnetic Resonance Image Scans | Nov 28, 2020 | Alzheimer's Disease Detection | CodeCode Available | 1 |
| ADD-Net: An Effective Deep Learning Model for Early Detection of Alzheimer Disease in MRI Scans | Sep 19, 2022 | Alzheimer's Disease Detection | CodeCode Available | 1 |
| Brainomaly: Unsupervised Neurologic Disease Detection Utilizing Unannotated T1-weighted Brain MR Images | Feb 18, 2023 | Alzheimer's Disease DetectionAnomaly Detection | CodeCode Available | 1 |
| Exploring Multimodal Approaches for Alzheimer's Disease Detection Using Patient Speech Transcript and Audio Data | Jul 5, 2023 | Alzheimer's Disease DetectionContrastive Learning | CodeCode Available | 1 |
| The Alzheimer's Disease Prediction Of Longitudinal Evolution (TADPOLE) Challenge: Results after 1 Year Follow-up | Feb 9, 2020 | Alzheimer's Disease DetectionDisease Prediction | CodeCode Available | 1 |
