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20172022
most citedLongitudinal diffusion MRI analysis using Segis-Net: a single-step deep-learning framework for simultaneous segmentation and registration

23 citations · 37 across the 13 of their papers we have counts for

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Showing 2018Show all

2 papers · 1 filter

cs.CV2018

Hydranet: Data Augmentation for Regression Neural Networks

Florian Dubost, Gerda Bortsova, Hieab Adams +4

Deep learning techniques are often criticized to heavily depend on a large quantity of labeled data. This problem is even more challenging in medical image analysis where the annot…

cs.CV2018

3D Regression Neural Network for the Quantification of Enlarged Perivascular Spaces in Brain MRI

Florian Dubost, Hieab Adams, Gerda Bortsova +4

Enlarged perivascular spaces (EPVS) in the brain are an emerging imaging marker for cerebral small vessel disease, and have been shown to be related to increased risk of various ne…