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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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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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10/24/2020
DeepAtrophy: Teaching a Neural Network to Differentiate Progressive Changes from Noise on Longitudinal MRI in Alzheimer's Disease
Volume change measures derived from longitudinal MRI (e.g. hippocampal a...
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06/03/2020
Nested Scale Editing for Conditional Image Synthesis
We propose an image synthesis approach that provides stratified navigati...
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10/25/2019
Multimodal Image Outpainting With Regularized Normalized Diversification
In this paper, we study the problem of generating a set ofrealistic and ...
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07/10/2019
Fast geodesic shooting for landmark matching using CUDA
Landmark matching via geodesic shooting is a prerequisite task for numer...
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07/10/2019
Enhanced generative adversarial network for 3D brain MRI super-resolution
Single image super-resolution (SISR) reconstruction for magnetic resonan...
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07/10/2019
Barnes-Hut Approximation for Point SetGeodesic Shooting
Geodesic shooting has been successfully applied to diffeo-morphic regist...
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02/06/2019