| 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 | 5 |
| LEAD: Large Foundation Model for EEG-Based Alzheimer's Disease Detection | Feb 2, 2025 | Alzheimer's Disease DetectionEEG | CodeCode Available | 2 | 5 |
| SpeechFormer++: A Hierarchical Efficient Framework for Paralinguistic Speech Processing | Feb 27, 2023 | Alzheimer's Disease DetectionEmotion Recognition | CodeCode Available | 1 | 5 |
| 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 | 5 |
| 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 | 5 |
| 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 | 5 |
| Brainomaly: Unsupervised Neurologic Disease Detection Utilizing Unannotated T1-weighted Brain MR Images | Feb 18, 2023 | Alzheimer's Disease DetectionAnomaly Detection | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Preclinical Stage Alzheimer's Disease Detection Using Magnetic Resonance Image Scans | Nov 28, 2020 | Alzheimer's Disease Detection | CodeCode Available | 1 | 5 |
| 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 | 5 |
| The Effect of Heterogeneous Data for Alzheimer's Disease Detection from Speech | Nov 29, 2018 | Alzheimer's Disease DetectionFairness | CodeCode Available | 0 | 5 |
| The effect of data augmentation and 3D-CNN depth on Alzheimer's Disease detection | Sep 13, 2023 | Alzheimer's Disease DetectionData Augmentation | CodeCode Available | 0 | 5 |
| Convolutional neural networks for Alzheimer’s disease detection on MRI images | Apr 29, 2021 | 3D ClassificationAlzheimer's Disease Detection | CodeCode Available | 0 | 5 |
| CQ CNN: A Hybrid Classical Quantum Convolutional Neural Network for Alzheimer's Disease Detection Using Diffusion Generated and U Net Segmented 3D MRI | Mar 4, 2025 | Alzheimer's Disease DetectionQuantum Machine Learning | CodeCode Available | 0 | 5 |
| The role of data partitioning on the performance of EEG-based deep learning models in supervised cross-subject analysis: a preliminary study | May 19, 2025 | Alzheimer's Disease DetectionDeep Learning | CodeCode Available | 0 | 5 |
| Profiling Patient Transcript Using Large Language Model Reasoning Augmentation for Alzheimer's Disease Detection | Sep 19, 2024 | Alzheimer's Disease DetectionLanguage Modeling | CodeCode Available | 0 | 5 |
| Dementia Assessment Using Mandarin Speech with an Attention-based Speech Recognition Encoder | Oct 6, 2023 | Alzheimer's Disease Detectionspeech-recognition | CodeCode Available | 0 | 5 |
| Radiogenomic Bipartite Graph Representation Learning for Alzheimer's Disease Detection | May 14, 2025 | Alzheimer's Disease DetectionClassification | CodeCode Available | 0 | 5 |
| Deep Multi-Branch CNN Architecture for Early Alzheimer's Detection from Brain MRIs | Oct 22, 2022 | Alzheimer's DetectionAlzheimer's Disease Detection | CodeCode Available | 0 | 5 |
| Alzheimer's disease detection in PSG signals | Apr 4, 2024 | Alzheimer's Disease DetectionData Ablation | CodeCode Available | 0 | 5 |
| Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech | Dec 20, 2024 | Alzheimer's Disease Detection | CodeCode Available | 0 | 5 |
| Exploiting prompt learning with pre-trained language models for Alzheimer's Disease detection | Oct 29, 2022 | Alzheimer's Disease DetectionLanguage Modelling | CodeCode Available | 0 | 5 |
| Decoding Cognitive Health Using Machine Learning: A Comprehensive Evaluation for Diagnosis of Significant Memory Concern | May 11, 2024 | Alzheimer's Disease Detectionfeature selection | CodeCode Available | 0 | 5 |
| Single Domain Generalization for Alzheimer's Detection from 3D MRIs with Pseudo-Morphological Augmentations and Contrastive Learning | May 28, 2025 | Alzheimer's DetectionAlzheimer's Disease Detection | CodeCode Available | 0 | 5 |
| Transferring Models Trained on Natural Images to 3D MRI via Position Encoded Slice Models | Mar 2, 2023 | Alzheimer's Disease DetectionPosition | CodeCode Available | 0 | 5 |
