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20172024
most citedAsymmetric Loss Functions and Deep Densely Connected Networks for Highly Imbalanced Medical Image Segmentation: Application to Multiple Sclerosis Lesion Detection

216 citations · 520 across the 27 of their papers we have counts for

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physics.med-ph2024★ 7 cited

HAITCH: A Framework for Distortion and Motion Correction in Fetal Multi-Shell Diffusion-Weighted MRI

Haykel Snoussi, Davood Karimi, Onur Afacan +2

Diffusion magnetic resonance imaging (dMRI) is pivotal for probing the microstructure of the rapidly-developing fetal brain. However, fetal motion during scans and its interaction…

physics.med-ph2022

Atlas-powered deep learning (ADL) -- application to diffusion weighted MRI

Davood Karimi, Ali Gholipour

Deep learning has a great potential for estimating biomarkers in diffusion weighted magnetic resonance imaging (dMRI). Atlases, on the other hand, are a unique tool for modeling th…