TSAN: Two-Stage-Age-Net, for brain age estimation from T1-weighted MRI data.
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Apr 11, 2024 - Python
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brain-age-prediction
Here are 11 public repositories matching this topic...
3D residual neural network that predicts age based on brain MRI images (implemented using TensorFlow 2).
machine-learning
deep-learning
keras
mri
convolutional-neural-networks
uk-biobank
residual-neural-network
tensorflow2
brain-age-prediction
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Mar 17, 2022 - Jupyter Notebook
[IEEE MetroXRAINE'2024] Official implementation of "SynthBA: Reliable Brain Age Estimation Across Multiple MRI Sequences and Resolutions".
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Nov 12, 2024 - Python
Github Repository for the paper "Different Algorithms (Might) Uncover Different Patterns: A Brain-Age Prediction Case Study" - BIBM 2023
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Apr 28, 2024 - Jupyter Notebook
Official implementation of paper "Brain Age Estimation Using Structural MRI: A Clustered Federated Learning Approach"
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Oct 26, 2023 - Python
Brain age prediction based on chronological age. Using ADNI data.
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Sep 25, 2023 - Jupyter Notebook
Working example of EEG-based functional brain age (FBA) predictions
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Apr 16, 2024 - MATLAB
Brain age prediction and networks explainability on their decision
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Nov 8, 2024 - Jupyter Notebook
Fast, versatile, 3D multi-modal MRI brain age prediction network
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Aug 9, 2023 - Python
Predicting brain age from MRI data and objectively measured physical activity. https://doi.org/10.1101/525386
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Feb 5, 2021 - Python
data-analysis
neuroimaging
mri-images
feature-engineering
support-vector-machines
regression-models
biomarker-discovery
k-means-clustering
brain-age-prediction
neurological-disease
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Aug 20, 2023 - Jupyter Notebook
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