MICDIR: Multi-scale Inverse-consistent Deformable Image Registration
using UNetMSS with Self-Constructing Graph Latent

v1v2 (latest)

MICDIR: Multi-scale Inverse-consistent Deformable Image Registration using UNetMSS with Self-Constructing Graph Latent

8 March 2022

Istiyak H. Siddiquee

N. Subbarayappa

ArXiv (abs)PDF HTML

Papers citing "MICDIR: Multi-scale Inverse-consistent Deformable Image Registration using UNetMSS with Self-Constructing Graph Latent"

19 / 19 papers shown

Title
Information-based Disentangled Representation Learning for Unsupervised MR Harmonization Lianrui Zuo Blake E. Dewey A. Carass Yihao Liu Yufan He P. Calabresi Jerry L. Prince 75 37 0 24 Mar 2021
CycleMorph: Cycle Consistent Unsupervised Deformable Image Registration Boah Kim Dong Hwan Kim S. Park Jieun Kim June-Goo Lee J. C. Ye MedIm 55 211 0 13 Aug 2020
Biomechanics-informed Neural Networks for Myocardial Motion Tracking in MRI C. Qin Shuo Wang Chen Chen Huaqi Qiu Wenjia Bai Daniel Rueckert 52 31 0 08 Jun 2020
Self-Constructing Graph Convolutional Networks for Semantic Labeling Qinghui Liu Michael C. Kampffmeyer Robert Jenssen Arnt-Børre Salberg GNN SSL 22 21 0 15 Mar 2020
Medical Image Registration Using Deep Neural Networks: A Comprehensive Review H. R. Boveiri R. Khayami R. Javidan A. MehdiZadeh 148 137 0 09 Feb 2020
Multi Scale Supervised 3D U-Net for Kidney and Tumor Segmentation Wenshuai Zhao Zengfeng Zeng SSeg 54 14 0 09 Aug 2019
FIRE: Unsupervised bi-directional inter-modality registration using deep networks Chengjia Wang G. Papanastasiou A. Chartsias Grzegorz Jacenków Sotirios A. Tsaftaris Heye Zhang MedIm 40 15 0 11 Jul 2019
A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration B. D. de Vos F. Berendsen M. Viergever Hessam Sokooti Marius Staring Ivana Isgum MedIm 69 687 0 17 Sep 2018
VoxelMorph: A Learning Framework for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian Dalca MedIm 121 1,578 0 14 Sep 2018
Inverse-Consistent Deep Networks for Unsupervised Deformable Image Registration Jun Zhang MedIm 67 105 0 10 Sep 2018
ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing Chen-Hsuan Lin Ersin Yumer Oliver Wang Eli Shechtman Simon Lucey GAN 84 222 0 05 Mar 2018
Segmentation of Intracranial Arterial Calcification with Deeply Supervised Residual Dropout Networks Gerda Bortsova Gijs van Tulder Florian Dubost Tingying Peng Nassir Navab A. van der Lugt D. Bos Marleen de Bruijne 70 15 0 04 Jun 2017
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 815 3,298 0 24 Nov 2016
3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation Özgün Çiçek Ahmed Abdulkadir S. Lienkamp Thomas Brox Olaf Ronneberger 3DV 3DPC SSeg 3DH 160 6,556 0 21 Jun 2016
Learning Dense Correspondence via 3D-guided Cycle Consistency Tinghui Zhou Philipp Krahenbuhl Mathieu Aubry Qi-Xing Huang Alexei A. Efros 143 390 0 18 Apr 2016
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 318 7,396 0 05 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,441 0 18 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014
Generating Sequences With Recurrent Neural Networks Alex Graves GAN 178 4,040 0 04 Aug 2013