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03/28/2023
SFHarmony: Source Free Domain Adaptation for Distributed Neuroimaging Analysis
To represent the biological variability of clinical neuroimaging populat...
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03/09/2023
Segmentation method for cerebral blood vessels from MRA using hysteresis
Segmentation of cerebral blood vessels from Magnetic Resonance Imaging (...
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05/31/2022
FedHarmony: Unlearning Scanner Bias with Distributed Data
The ability to combine data across scanners and studies is vital for neu...
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03/01/2022
How certain are your uncertainties?
Having a measure of uncertainty in the output of a deep learning method ...
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01/25/2022
Mutual information neural estimation for unsupervised multi-modal registration of brain images
Many applications in image-guided surgery and therapy require fast and r...
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07/28/2021
TEDS-Net: Enforcing Diffeomorphisms in Spatial Transformers to Guarantee Topology Preservation in Segmentations
Accurate topology is key when performing meaningful anatomical segmentat...
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06/02/2021
Self-supervised Lesion Change Detection and Localisation in Longitudinal Multiple Sclerosis Brain Imaging
Longitudinal imaging forms an essential component in the management and ...
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05/24/2021