vishnubashyam / DeepBrainNetLinks
Convolutional Neural Network trained for age prediction using a large (n=11,729) set of MRI scans from a highly diversified cohort spanning different studies, scanners, ages, ethnicities and geographic locations around the world.
☆55Updated 5 years ago
Alternatives and similar repositories for DeepBrainNet
Users that are interested in DeepBrainNet are comparing it to the libraries listed below
Sorting:
- Harmonization tools for multi-site neuroimaging analysis. Implemented as a python package. Harmonization of MRI, sMRI, dMRI, fMRI variabl…☆112Updated this week
- Harmonization of multi-site imaging data with ComBat (Python)☆150Updated 2 years ago
- Pretrained neural networks for UK Biobank brain MRI images. SFCN, 3D-ResNet etc.☆161Updated last year
- Official code for "Brain age prediction: A comparison between machine learning models using region- and voxel-based morphometric data" pa…☆21Updated 3 years ago
- Harmonization of multi-site imaging data with ComBat☆308Updated 2 years ago
- Neuroimaging based brain age prediction using 3D Dense-net☆17Updated 3 years ago
- DeepPrep: An accelerated, scalable, and robust pipeline for neuroimaging preprocessing empowered by deep learning☆99Updated 2 months ago
- 3D residual neural network that predicts age based on brain MRI images (implemented using TensorFlow 2).☆66Updated 3 years ago
- White matter tractography clustering and more...☆79Updated 3 months ago
- TSAN: Two-Stage-Age-Net, for brain age estimation from T1-weighted MRI data.☆70Updated last year
- Subtype and Stage Inference (SuStaIn) algorithm with an example using simulated data.☆174Updated last month
- Framework for the reproducible classification of Alzheimer's disease using machine learning☆41Updated 3 years ago
- ☆41Updated last year
- ☆17Updated 6 years ago
- DTI-ALPS: diffusion tensor imaging along the perivascular space☆14Updated last year
- Software for generating a brain-predicted age value, using Gaussian Processes regression, implemented in R☆94Updated last year
- Single Shell Free Water Elimination Model for Diffusion Tensor Imaging☆30Updated last year
- Clinical Toolbox for SPM (https://www.nitrc.org/projects/clinicaltbx/)☆47Updated 4 years ago
- A radiomics tool with a variety of brain MRI processing functions, including affine registration, hippocampus segmentation and feature ca…☆29Updated 4 years ago
- Neuro Imaging Chart of AI-based Imaging Biomarkers☆22Updated this week
- PET Unified Pipeline☆23Updated 4 years ago
- ☆41Updated 11 months ago
- A workflow to allow Freesurfer recon-all to run on brain image with gliomas☆31Updated last year
- The Sherbrooke Connectivity Imaging Lab (SCIL) Python dMRI processing toolbox☆77Updated this week
- Preprocessing of diffusion MRI☆164Updated last month
- ☆12Updated 2 years ago
- The open source toolbox for reproducible diffusion MRI-based microstructure estimation☆108Updated 10 months ago
- Structural Neuroimaging Analysis in Python☆32Updated last week
- Distortion correction of diffusion weighted MRI without reverse phase-encoding scans or field-maps☆77Updated 2 months ago
- Correcting Covariance Batch Effects (CovBat): Harmonization of mean and covariance for multi-site data☆26Updated 2 years ago