This is a code implemention of the diagnosis and XAI framework proposed in the paper "Attention-based eXplainability for Interpretable Alzheimer's Localized Diagnosis using 2D CNNs on 3D MRI brain scans".
☆65Mar 2, 2026Updated 8 months ago
Alternatives and similar repositories for AXIAL
Users that are interested in AXIAL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official PyTorch implementation of "Latent Diffusion Autoencoders: Toward Efficient and Meaningful Unsupervised Representation Learning i…☆35Oct 28, 2026Updated last week
- Website, links, and resources to accompany https://arxiv.org/abs/1904.07950.☆29Apr 24, 2020Updated 6 years ago
- 3D_CNN classification of ADHD from FMRI data☆22May 18, 2023Updated 3 years ago
- Transformer-based Multimodal Fusion for Early Diagnosis of Alzheimer’s Disease Using Structural MRI and PET☆40Dec 29, 2024Updated last year
- Code for "Automated Detection of Alzheimer’s Disease: A Multi-modal Approach With 3D MRI and Amyloid PET" paper☆19Aug 25, 2026Updated 2 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [MICCAI, 2024] (Oral, RU @ MedIA Best Paper Award) Official implementation of the Brain Latent Progression (BrLP) method from "Enhancing …☆140Oct 31, 2025Updated last year
- ☆31May 5, 2026Updated 6 months ago
- Nipype-based data fMRI pre-processing tools☆18Apr 15, 2020Updated 6 years ago
- Alzheimer's Disease Detection from structural brain MR images of ADNI dataset by 3D Multi-Scale Convolutional Neural Network, which is a …☆14Jun 22, 2018Updated 8 years ago
- GFE-Mamba: Generative Feature Extraction and Mamba Classifier for Multimodal Prediction of Alzheimer's Progression from MCI☆31Aug 31, 2025Updated last year
- Automated anatomical labelling atlas with 116 nodes☆12Oct 22, 2017Updated 9 years ago
- PDBL: Improving Histopathological Tissue Classification with Plug-and-Play Pyramidal Deep-Broad Learning☆17Jul 1, 2022Updated 4 years ago
- Fourier-KAN, Lapalce-KAN and wavelet-KAN☆10May 22, 2024Updated 2 years ago
- Reconstruction of high-resolution multiparametric tissue property maps from highly sparsely sampled MRSI data without water suppression☆20Apr 27, 2026Updated 6 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 一个用于GitLab/GitHub或通用代码托管平台的自动化代码审查工具,旨在提升代码质量,提供智能反馈,并通过灵活配置实现高效的审查流程。☆15Mar 28, 2025Updated last year
- Multimodal deep learning for Alzheimer's disease dementia assessment☆142May 6, 2023Updated 3 years ago
- [MICCAI-2023]Visual-Attribute Prompt Learning for Progressive Mild Cognitive Impairment Prediction☆15Dec 12, 2023Updated 2 years ago
- Predicting the onset of Alzheimer's Disease using MRI & PET scans.☆11Dec 18, 2018Updated 7 years ago
- AI-based differential diagnosis of dementia etiologies on multimodal data☆103Jan 5, 2026Updated 10 months ago
- ☆14Jun 24, 2024Updated 2 years ago
- ☆10Feb 20, 2023Updated 3 years ago
- Diffusion MRI Recurrent CNN for Angular Super-resolution☆27Oct 31, 2026Updated last week
- Multimodal deep learning in neuroimaging☆15Jan 27, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Masked Autoencoder Pretraining on 3D Brain MRI☆18Jan 22, 2026Updated 9 months ago
- Source code for SFHarmony☆10Mar 25, 2024Updated 2 years ago
- Separable Diffusion Model Unlearning☆13Jan 29, 2025Updated last year
- Multi-center and Multi-channel Pooling Graph Convolutional Network☆17Jul 16, 2022Updated 4 years ago
- ☆19Feb 1, 2023Updated 3 years ago
- Explainable AI for Prostate MRI☆10Jul 1, 2023Updated 3 years ago
- ☆15Apr 12, 2024Updated 2 years ago
- [ICASSP 2025] Toward Robust Early Detection of Alzheimer's Disease via an Integrated Multimodal Learning Approach☆71May 20, 2025Updated last year
- [AAAI 2024] VSFormer: Visual-Spatial Fusion Transformer for Correspondence Pruning☆16Apr 7, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [MICCAI2023] XSurv: Merging-Diverging Hybrid Transformer Networks for Survival Prediction☆12Oct 2, 2023Updated 3 years ago
- Atrophy simulation from Inria Asclepios☆13Mar 6, 2020Updated 6 years ago
- Repository to train Latent Diffusion Models on Brain data (BIOBANK) using MONAI Generative Models☆16Jul 2, 2023Updated 3 years ago
- ☆11Jun 12, 2024Updated 2 years ago
- The source code and data for "Synthesizing Individualized Aging Brains in Health and Disease with Generative Models and Parallel Transpor…☆17Oct 16, 2025Updated last year
- A project on the study of receptive fields for the prediction of lesions in ischemic stroke.☆10Sep 30, 2020Updated 6 years ago
- Keras implementation of DeepAnat: Diffusion MRI data analysis assisted by deep learning synthesized anatomical images☆13Feb 9, 2023Updated 3 years ago