brain-age-prediction

There are 3 repositories under brain-age-prediction topic.

benniatli / BrainAgePredictionResNet
3D residual neural network that predicts age based on brain MRI images (implemented using TensorFlow 2).
deep-learning machine-learning keras uk-biobank convolutional-neural-networks brain-age-prediction residual-neural-network tensorflow2 mri
Language:Jupyter Notebook 52
Milan-BUAA / TSAN-brain-age-estimation
TSAN: Two-Stage-Age-Net, for brain age estimation from T1-weighted MRI data.
brain-age brain-age-prediction deep-learning mri pytorch
Language:Python 52
Arsu-Lab / Different-Algorithms-Uncover-Different-Patterns-BrainAge-Prediction
Github Repository for the paper "Different Algorithms (Might) Uncover Different Patterns: A Brain-Age Prediction Case Study" - BIBM 2023
brain-age brain-age-prediction eeg-classification shap-values eeg
Language:Jupyter Notebook 5
Abtinmy / Clustered-FL-BrainAGE
Official implementation of paper "Brain Age Estimation Using Structural MRI: A Clustered Federated Learning Approach"
brain-age-prediction clustering federated-learning mri non-iid pytorch resnet
Language:Python 3
1pha / brain-age-prediction
Brain age prediction and networks explainability on their decision
brain-age-prediction deep-learning regression explainability interpretable-deep-learning
Language:Jupyter Notebook 2
brain-modelling-group / functional-brain-age
Working example of EEG-based functional brain age (FBA) predictions
brain-age-prediction eeg eeg-classification neural-networks onnx-models
Language:MATLAB 2
gama-ufsc / brain-age
Brain age prediction based on chronological age. Using ADNI data.
brain-age-prediction deep-learning adni
Language:Jupyter Notebook 2
AndreiRoibu / AgeMapper
Fast, versatile, 3D multi-modal MRI brain age prediction network
brain-age brain-age-prediction brainage deep-learning deeplearning mri multi-modal
Language:Python 1
mansoorbalouch / Brain_Age_Estimation
biomarker-discovery brain-age-prediction data-analysis feature-engineering k-means-clustering mri-images neuroimaging neurological-disease regression-models support-vector-machines
Language:Jupyter Notebook
MLD3 / brain_age_prediction
Predicting brain age from MRI data and objectively measured physical activity. https://doi.org/10.1101/525386
brain-age-prediction fmri machine-learning
Language:Python