benniatli / BrainAgePredictionResNetLinks
3D residual neural network that predicts age based on brain MRI images (implemented using TensorFlow 2).
☆66Updated 3 years ago
Alternatives and similar repositories for BrainAgePredictionResNet
Users that are interested in BrainAgePredictionResNet are comparing it to the libraries listed below
Sorting:
- Pretrained neural networks for UK Biobank brain MRI images. SFCN, 3D-ResNet etc.☆161Updated last year
- TSAN: Two-Stage-Age-Net, for brain age estimation from T1-weighted MRI data.☆70Updated 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…☆55Updated 5 years ago
- Harmonization of multi-site imaging data with ComBat (Python)☆150Updated 2 years ago
- Supplement code for my master thesis:Predicting brain age from neuroimaging using Machine Learning and Deep Learning☆32Updated 2 years ago
- Framework for the reproducible classification of Alzheimer's disease using machine learning☆41Updated 3 years ago
- Code for analysis of ADNI data☆38Updated 2 years ago
- ☆37Updated 2 years ago
- Harmonization of multi-site imaging data with ComBat☆308Updated 2 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
- MNI152 Template☆47Updated 5 years ago
- AssemblyNet: 3D Whole Brain MRI segmentation pipeline☆65Updated 2 years ago
- ☆41Updated last year
- Harmonization tools for multi-site neuroimaging analysis. Implemented as a python package. Harmonization of MRI, sMRI, dMRI, fMRI variabl…☆112Updated this week
- DeepWMH: Annotation-free white matter hyperintensity (WMH) lesion segmentation tool using deep learning.☆17Updated 3 months ago
- Neuroimaging based brain age prediction using 3D Dense-net☆17Updated 3 years ago
- a tool to segment the hypothalamus and associated subunits on T1-weighted MRI scans☆26Updated 2 years ago
- Subtype and Stage Inference (SuStaIn) algorithm with an example using simulated data.☆174Updated last month
- Brain Hippocampus Segmentation. deprecated, use hippodeep_pytorch instead☆34Updated 5 years ago
- Framework for the reproducible processing of neuroimaging data with deep learning methods☆174Updated this week
- RadTract: enhanced tractometry with radiomics-based imaging biomarkers for improved predictive modelling.☆13Updated last month
- A space to log issues, updates, and software related to the ATLAS (Anatomical Tracings of Lesions After Stroke) database.☆83Updated 2 years ago
- perivascular space segmentation☆17Updated 3 years ago
- ☆41Updated 11 months ago
- Resurces for MRI images processing and deep learning in 3D☆142Updated 3 years ago
- White matter tractography clustering and more...☆79Updated 3 months ago
- DTI-ALPS: diffusion tensor imaging along the perivascular space☆14Updated last year
- DeepPrep: An accelerated, scalable, and robust pipeline for neuroimaging preprocessing empowered by deep learning☆99Updated 2 months ago
- ☆42Updated 2 months ago
- Code and trained weights for upcoming paper "A U-NET model for Local Brain-Age"☆16Updated 4 years ago