MLMH-Lab / Brain-age-predictionLinks
Official code for "Brain age prediction: A comparison between machine learning models using region- and voxel-based morphometric data" paper
☆21Updated 3 years ago
Alternatives and similar repositories for Brain-age-prediction
Users that are interested in Brain-age-prediction are comparing it to the libraries listed below
Sorting:
- ☆16Updated 5 years ago
- Convolutional Neural Network trained for age prediction using a large (n=11,729) set of MRI scans from a highly diversified cohort spanni…☆52Updated 4 years ago
- Normative modelling using deep autoencoders: a multi-cohort study on mild cognitive impairment and Alzheimer’s disease☆27Updated 2 years ago
- Harmonization tools for multi-site neuroimaging analysis. Implemented as a python package. Harmonization of MRI, sMRI, dMRI, fMRI variabl…☆103Updated this week
- Implementation of Combat harmonization method with scikit-learn compatible format☆24Updated 5 years ago
- ☆33Updated 10 months ago
- Correcting Covariance Batch Effects (CovBat): Harmonization of mean and covariance for multi-site data☆24Updated 2 years ago
- Predicting the age of the brain with minimally processed T1-weighted MRI data☆11Updated last year
- PET Unified Pipeline☆23Updated 4 years ago
- ☆37Updated last week
- ☆16Updated 10 months ago
- ☆11Updated 2 years ago
- DTI-ALPS: diffusion tensor imaging along the perivascular space☆12Updated 9 months ago
- ☆39Updated 2 months ago
- 3D residual neural network that predicts age based on brain MRI images (implemented using TensorFlow 2).☆64Updated 3 years ago
- This repository contains a Python implementation of Morphometric INverse Divergence (MIND) calculation for the estimation of structural s…☆36Updated last year
- Neuro Imaging Chart of AI-based Imaging Biomarkers☆21Updated this week
- A workflow to allow Freesurfer recon-all to run on brain image with gliomas☆29Updated last year
- A suite of brain PET processing pipelines☆14Updated 5 months ago
- Multimodal Surface Matching with Higher order Clique Reduction: Mac OS and Linux binaries☆39Updated 2 years ago
- A set of quality control scripts for FreeSurfer- and FastSurfer-processed structural MRI data☆63Updated 7 months ago
- Pretrained neural networks for UK Biobank brain MRI images. SFCN, 3D-ResNet etc.☆153Updated 9 months ago
- predicting fmri activaties from connectome☆16Updated 6 years ago
- ☆38Updated 3 years ago
- This repository will host scripts used to map structural and functional brain connectivity matrices for the UK biobank dataset.☆65Updated last year
- Structural Neuroimaging Analysis in Python☆29Updated last week
- Single Shell Free Water Elimination Model for Diffusion Tensor Imaging☆25Updated last year
- Harmonization of multi-site imaging data with ComBat (Python)☆140Updated 2 years ago
- Scripts for analyzing diffusion data with MRtrix☆16Updated 3 years ago
- Code and trained weights for upcoming paper "A U-NET model for Local Brain-Age"☆15Updated 3 years ago