Regional Deep Atrophy: a Self-Supervised Learning Method to
Automatically Identify Regions Associated With Alzheimer's Disease
Progression From Longitudinal MRI

Regional Deep Atrophy: a Self-Supervised Learning Method to Automatically Identify Regions Associated With Alzheimer's Disease Progression From Longitudinal MRI

10 April 2023

Sandhitsu R. Das

Paul Yushkevich

ArXiv (abs)PDF HTML

Papers citing "Regional Deep Atrophy: a Self-Supervised Learning Method to Automatically Identify Regions Associated With Alzheimer's Disease Progression From Longitudinal MRI"

11 / 11 papers shown

Title
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis Mengwei Ren Neel Dey Martin Styner K. Botteron Guido Gerig 55 18 0 09 Jun 2022
TransMorph: Transformer for unsupervised medical image registration Junyu Chen Eric C. Frey Yufan He W. Paul Segars Ye Li Yong Du ViT MedIm 137 328 0 19 Nov 2021
HyperMorph: Amortized Hyperparameter Learning for Image Registration Andrew Hoopes Malte Hoffmann Bruce Fischl John Guttag Adrian Dalca 128 131 0 04 Jan 2021
DeepReg: a deep learning toolkit for medical image registration Yunguan Fu N. M. Brown Shaheer U. Saeed Adrià Casamitjana Zachary Michael Cieman Baum ... E. Bonmati Daniel C. Alexander Matthew J. Clarkson Tom Vercauteren Yipeng Hu VLM MedIm 62 33 0 04 Nov 2020
Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks Tony C. W. Mok Albert C. S. Chung MedIm 89 206 0 20 Mar 2020
Med3D: Transfer Learning for 3D Medical Image Analysis Sihong Chen Kai Ma Yefeng Zheng MedIm 69 464 0 01 Apr 2019
Training recurrent neural networks robust to incomplete data: application to Alzheimer's disease progression modeling Mostafa Mehdipour-Ghazi Mads Nielsen A. Pai M. Jorge Cardoso Marc Modat Sebastien Ourselin Lauge Sørensen 36 108 0 17 Mar 2019
Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces Adrian Dalca Guha Balakrishnan John Guttag M. Sabuncu MedIm DiffM 96 372 0 08 Mar 2019
Unsupervised 3D End-to-End Medical Image Registration with Volume Tweening Network Shengyu Zhao Ting Fung Lau Ji Luo E. Chang Yan Xu MedIm 74 231 0 13 Feb 2019
BIRNet: Brain Image Registration Using Dual-Supervised Fully Convolutional Networks Jingfan Fan Xiaohuan Cao P. Yap Dinggang Shen 51 254 0 13 Feb 2018
NiftyNet: a deep-learning platform for medical imaging Eli Gibson Wenqi Li Carole Sudre Lucas Fidon D. I. Shakir ... Marc Modat D. Barratt Sébastien Ourselin M. Jorge Cardoso Tom Vercauteren 88 550 0 11 Sep 2017

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