We propose a geometric deep-learning-based framework, TractGeoNet, for performing regression using diffusion magnetic resonance imaging (dMRI) tractography.

Jul 8, 2023 · We propose a geometric deep-learning-based framework, TractGeoNet, for performing regression using diffusion magnetic resonance imaging (dMRI) tractography.

TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance. February 2024 ...

The results demonstrate superior prediction performance of TractGeoNet compared to several popular regression models. Of the twenty tracts studied, we find that ...

We propose a geometric deep-learning-based framework, TractGeoNet, forperforming regression using diffusion magnetic resonance imaging (dMRI)tractography ...

TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance. https://doi.org ...

TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance. Y Chen, LR ...

TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance. Y Chen, LR ...

Abstract:We propose a geometric deep-learning-based framework, TractGeoNet, for performing regression using diffusion magnetic resonance imaging (dMRI) ...

TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance ... tractography.