SlicerDMRI / SupWMA
[MedIA 2023] "Superficial White Matter Analysis: An Efficient Point-cloud-based Deep Learning Framework with Supervised Contrastive Learning for Consistent Tractography Parcellation across Populations and dMRI Acquisitions", Medical Image Analysis
☆22Updated last year
Alternatives and similar repositories for SupWMA:
Users that are interested in SupWMA are comparing it to the libraries listed below
- "DFC: Anatomically Informed Fiber Clustering with Self-supervised Deep Learning for Fast and Effective Tractography Parcellation".☆19Updated last year
- Multi-site dMRI harmonization☆47Updated this week
- Convolutional-recurrent neural networks approximate diffusion tractography from T1-weighted MRI and associated anatomical context☆15Updated last year
- iBEAT V2.0 Docker☆12Updated 6 months ago
- Various mri conversion/modification scripts☆21Updated last year
- ☆16Updated this week
- ORG Fiber Clustering White Matter Atlas☆27Updated last year
- [MICCAI 2019] Official implementation of the paper "DeepTract: A Probabilistic Deep Learning Framework for White Matter Fiber Tractograph…☆16Updated 5 years ago
- The Sherbrooke Connectivity Imaging Lab (SCIL) Python dMRI processing toolbox☆65Updated 2 weeks ago
- Neuro Imaging Chart of AI-based Imaging Biomarkers☆19Updated this week
- DeepWMH: Annotation-free white matter hyperintensity (WMH) lesion segmentation tool using deep learning.☆12Updated last year
- Harmonization tools for multi-site neuroimaging analysis. Implemented as a python package. Harmonization of MRI, sMRI, dMRI, fMRI variabl…☆91Updated this week
- ☆27Updated last year
- Convolutional Neural Network trained for age prediction using a large (n=11,729) set of MRI scans from a highly diversified cohort spanni…☆49Updated 4 years ago
- LST-AI - Deep Learning Ensemble for Accurate MS Lesion Segmentation☆31Updated last week
- White matter tractography clustering and more...☆72Updated 2 months ago
- ☆19Updated 3 years ago
- dMRI based fiber tracking using parallel transport tractography☆26Updated last month
- CNN based brain masking☆16Updated 3 weeks ago
- Pipeline for Analysing Lesions after Stroke (PALS) is a scalable and user-friendly toolbox designed to facilitate standardised analysis a…☆23Updated 3 months ago
- Perivascular (PVS) or Virchow–Robin Spaces (VRS) segmentation with a 3D Unet☆27Updated 4 months ago
- structural analysis of neonatal brain MRI scans☆52Updated 3 years ago
- A workflow to allow Freesurfer recon-all to run on brain image with gliomas☆29Updated 9 months ago
- perivascular space segmentation☆14Updated 2 years ago
- TSAN: Two-Stage-Age-Net, for brain age estimation from T1-weighted MRI data.☆64Updated 11 months ago
- A re-implementation of antsMultivariateTemplateConstruction2.sh using optimized image pyramid scale-space and qbatch support☆25Updated last week
- ☆34Updated last month
- The official implementation of CortexODE☆28Updated last year
- An automated pipeline for integrated preprocessing and quality assurance of diffusion weighted MRI images☆49Updated 7 months ago
- CNN-based segmentation tool for segmenting PVS on T1 and WMH on FLAIR MRI☆12Updated this week