Non-rigid image registration using fully convolutional networks with deep self-supervision

4 September 2017

Papers citing "Non-rigid image registration using fully convolutional networks with deep self-supervision"

22 / 22 papers shown

Title
Medical Image Registration and Its Application in Retinal Images: A Review Qiushi Nie Xiaoqing Zhang Yan Hu Mingdao Gong Jiang-Dong Liu 48 3 0 25 Mar 2024
Anatomy-aware and acquisition-agnostic joint registration with SynthMorph Malte Hoffmann Andrew Hoopes Douglas N. Greve Bruce Fischl Adrian V. Dalca MedIm 46 15 0 26 Jan 2023
Metadata-enhanced contrastive learning from retinal optical coherence tomography images R. Holland Oliver Leingang Hrvoje Bogunović Sophie Riedl L. Fritsche ... U. Schmidt-Erfurth S. Sivaprasad A. Lotery Daniel Rueckert M. Menten 20 9 0 04 Aug 2022
Medical image registration using unsupervised deep neural network: A scoping literature review S. Abbasi M. Tavakoli H. R. Boveiri M. A. M. Shirazi R. Khayami Hedieh Khorasani R. Javidan Alireza Mehdizadeh 28 35 0 03 Aug 2022
Simultaneous Alignment and Surface Regression Using Hybrid 2D-3D Networks for 3D Coherent Layer Segmentation of Retina OCT Images Hong Liu Dong Wei Donghuan Lu Yuexiang Li Kai Ma Liansheng Wang Yefeng Zheng 16 10 0 04 Mar 2022
Towards Positive Jacobian: Learn to Postprocess Diffeomorphic Image Registration with Matrix Exponential Soumyadeep Pal Matthew Tennant Nilanjan Ray MedIm 21 2 0 01 Feb 2022
Unsupervised Landmark Detection Based Spatiotemporal Motion Estimation for 4D Dynamic Medical Images Yuyu Guo Lei Bi Dongming Wei Liyun Chen Zhengbin Zhu D. Feng Ruiyan Zhang Qian Wang Jinman Kim 26 6 0 30 Sep 2021
A Meta-Learning Approach for Medical Image Registration Heejung Park Gyeong Min Lee Soopil Kim Gahyung Ryu Areum Jeong Sang Hyun Park Sa-Hee Min 21 11 0 21 Apr 2021
MDReg-Net: Multi-resolution diffeomorphic image registration using fully convolutional networks with deep self-supervision Hongming Li Yong-Xian Fan MedIm 24 16 0 04 Oct 2020
A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises S. Kevin Zhou H. Greenspan Christos Davatzikos James S. Duncan Bram van Ginneken A. Madabhushi Jerry L. Prince Daniel Rueckert Ronald M. Summers 55 624 0 02 Aug 2020
JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-Modal Image Alignment of Large-scale Pathological CT Scans Fengze Liu Jinzheng Cai Yuankai Huo Chi-Tung Cheng Ashwin Raju ... Jing Xiao Alan Yuille Le Lu Chien-Hung Liao Adam P. Harrison 3DV 29 21 0 25 May 2020
SynthMorph: learning contrast-invariant registration without acquired images Malte Hoffmann Benjamin Billot Douglas N. Greve Juan Eugenio Iglesias Bruce Fischl Adrian V. Dalca MedIm 13 147 0 21 Apr 2020
When Deep Learning Meets Data Alignment: A Review on Deep Registration Networks (DRNs) Victor Villena-Martinez Sergiu Oprea Marcelo Saval-Calvo J. Azorín-López Andrés Fuster-Guilló Robert B. Fisher 42 32 0 06 Mar 2020
On Reducing Negative Jacobian Determinant of the Deformation Predicted by Deep Registration Networks Dongyang Kuang MedIm 16 7 0 28 Jun 2019
Region-specific Diffeomorphic Metric Mapping Zhengyang Shen Franccois-Xavier Vialard Marc Niethammer 13 47 0 01 Jun 2019
Networks for Joint Affine and Non-parametric Image Registration Zhengyang Shen Xu Han Zhenlin Xu Marc Niethammer MedIm 26 108 0 21 Mar 2019
Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces Adrian V. Dalca Guha Balakrishnan John Guttag M. Sabuncu MedIm DiffM 32 362 0 08 Mar 2019
Deep Learning in Medical Image Registration: A Survey Grant Haskins Uwe Krüger Pingkun Yan MedIm 24 585 0 05 Mar 2019
FAIM -- A ConvNet Method for Unsupervised 3D Medical Image Registration Dongyang Kuang T. Schmah MedIm 11 94 0 22 Nov 2018
Explainable cardiac pathology classification on cine MRI with motion characterization by semi-supervised learning of apparent flow Ben Green H. Delingette N. Ayache 27 83 0 08 Nov 2018
VoxelMorph: A Learning Framework for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian V. Dalca MedIm 44 1,543 0 14 Sep 2018
Unsupervised Learning for Fast Probabilistic Diffeomorphic Registration Adrian V. Dalca Guha Balakrishnan John Guttag M. Sabuncu DiffM 25 381 0 11 May 2018