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Featured Co-authors

Ahmed Aly
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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...

0 Mengjin Dong, et al. ∙

∙ 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...

9 Sadhana Ravikumar, et al. ∙

∙ 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...

0 Long Xie, et al. ∙

∙ 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...

0 Mengjin Dong, et al. ∙

∙ 07/10/2019

Barnes-Hut Approximation for Point SetGeodesic Shooting

Geodesic shooting has been successfully applied to diffeo-morphic regist...

0 Jiancong Wang, et al. ∙

∙ 02/06/2019

Diffeomorphic Medial Modeling

Deformable shape modeling approaches that describe objects in terms of t...

0 Paul A. Yushkevich, et al. ∙

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