Filtering in tractography using autoencoders (FINTA)

JH Legarreta, L Petit, F Rheault, G Theaud… - Medical Image …, 2021 - Elsevier
Current brain white matter fiber tracking techniques show a number of problems, including:
generating large proportions of streamlines that do not accurately describe the underlying …

Diffusion mri with machine learning

D Karimi - arXiv preprint arXiv:2402.00019, 2024 - arxiv.org
Diffusion-weighted magnetic resonance imaging (dMRI) offers unique capabilities such as
noninvasive assessment of brain's micro-structure and structural connectivity. However …

Predicting the fiber orientation in glass fiber reinforced polymers using the moment of inertia and convolutional neural networks

P Bleiziffer, J Hofmann, R Zboray, T Wiege… - … Applications of Artificial …, 2021 - Elsevier
The mechanical properties of glass fiber reinforced polymers (GFRP) are significantly
governed by the orientation of the fibers in the composite. Micro X-ray computed tomography …

Tractography filtering using autoencoders.

JH Legarreta, L Petit, F Rheault, G Theaud, C Lemaire… - 2020 - hal.science
Current brain white matter fiber tracking techniques show a number of problems, including:
generating large proportions of streamlines that do not accurately describe the underlying …