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04/10/2023
Regional Deep Atrophy: a Self-Supervised Learning Method to Automatically Identify Regions Associated With Alzheimer's Disease Progression From Longitudinal MRI
Longitudinal assessment of brain atrophy, particularly in the hippocampu...
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03/21/2023
Automated deep learning segmentation of high-resolution 7 T ex vivo MRI for quantitative analysis of structure-pathology correlations in neurodegenerative diseases
Ex vivo MRI of the brain provides remarkable advantages over in vivo MRI...
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03/01/2023
Improved Segmentation of Deep Sulci in Cortical Gray Matter Using a Deep Learning Framework Incorporating Laplace's Equation
When developing tools for automated cortical segmentation, the ability t...
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10/14/2021
Gray Matter Segmentation in Ultra High Resolution 7 Tesla ex vivo T2w MRI of Human Brain Hemispheres
Ex vivo MRI of the brain provides remarkable advantages over in vivo MRI...
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08/07/2021
Deformable Image Registration using Neural ODEs
Deformable image registration, aiming to find spatial correspondence bet...
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03/19/2021
Deep Label Fusion: A 3D End-to-End Hybrid Multi-Atlas Segmentation and Deep Learning Pipeline
Deep learning (DL) is the state-of-the-art methodology in various medica...
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02/06/2019