Adversarial Deformation Regularization for Training Image Registration Neural Networks

27 May 2018

Tom Kamiel Magda Vercauteren

Papers citing "Adversarial Deformation Regularization for Training Image Registration Neural Networks"

21 / 21 papers shown

Title
Learning Physics-Inspired Regularization for Medical Image Registration with Hypernetworks Anna Reithmeir Julia A. Schnabel V. Zimmer MedIm AI4CE 40 2 0 14 Nov 2023
Anatomy-informed Data Augmentation for Enhanced Prostate Cancer Detection Balint Kovacs Nils Netzer Michael Baumgartner Carolin Eith Dimitrios Bounias ... Markus Hohenfellner H. Schlemmer Ivo Wolf D. Bonekamp Klaus H. Maier-Hein MedIm 20 3 0 07 Sep 2023
A Two-Step Deep Learning Method for 3DCT-2DUS Kidney Registration During Breathing Y. Chi Yuyu Xu Huiying Liu Xiaoxiang Wu Zhiqiang Liu Jiawei Mao Guibin Xu Weimin Huang 3DPC 35 2 0 23 May 2023
Generative Myocardial Motion Tracking via Latent Space Exploration with Biomechanics-informed Prior C. Qin Shuo Wang Chong Chen Wenjia Bai Daniel Rueckert MedIm 30 19 0 08 Jun 2022
Light-weight Deformable Registration using Adversarial Learning with Distilling Knowledge M. Tran Tuong Khanh Long Do Huy Tran Erman Tjiputra Quang-Dieu Tran Anh Nguyen MedIm 32 25 0 04 Oct 2021
Double-Uncertainty Guided Spatial and Temporal Consistency Regularization Weighting for Learning-based Abdominal Registration Zhe Xu Jie Luo Donghuan Lu Jiangpeng Yan Sarah F. Frisken J. Jagadeesan W. Wells Xiu Li Yefeng Zheng Raymond Kai-Yu Tong 27 16 0 06 Jul 2021
Generative Adversarial Registration for Improved Conditional Deformable Templates Neel Dey Mengwei Ren Adrian Dalca Guido Gerig GAN MedIm 25 34 0 07 May 2021
Unimodal Cyclic Regularization for Training Multimodal Image Registration Networks Zhe Xu Jiangpeng Yan Jie Luo W. Wells Xiu Li J. Jagadeesan OffRL MedIm 27 5 0 12 Nov 2020
Deep Complementary Joint Model for Complex Scene Registration and Few-shot Segmentation on Medical Images Yuting He Tiantian Li Guanyu Yang Youyong Kong Yang Chen H. Shu J. Coatrieux J. Dillenseger Shuo Li MedIm 14 24 0 03 Aug 2020
Biomechanics-informed Neural Networks for Myocardial Motion Tracking in MRI C. Qin Shuo Wang Chen Chen Huaqi Qiu Wenjia Bai Daniel Rueckert 31 31 0 08 Jun 2020
An Auto-Context Deformable Registration Network for Infant Brain MRI Dongming Wei Sahar Ahmad Yunzhi Huang Lei Ma Zhengwang Wu Gang Li Li Wang Qian Wang P. Yap Dinggang Shen 38 3 0 19 May 2020
3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning Maureen van Eijnatten L. Rundo K. Batenburg F. Lucka E. Beddowes C. Caldas F. Gallagher Evis Sala Carola-Bibiane Schönlieb Ramona Woitek 37 14 0 15 May 2020
Deform-GAN:An Unsupervised Learning Model for Deformable Registration Xiaoyue Zhang Weijian Jian Yu Chen Shihting Yang MedIm 21 15 0 26 Feb 2020
Medical Image Registration Using Deep Neural Networks: A Comprehensive Review H. R. Boveiri R. Khayami R. Javidan A. MehdiZadeh 117 135 0 09 Feb 2020
Deep Learning in Medical Image Registration: A Review Yabo Fu Y. Lei Tonghe Wang W. Curran Tian Liu Xiaofeng Yang 43 512 0 27 Dec 2019
CAI4CAI: The Rise of Contextual Artificial Intelligence in Computer Assisted Interventions Tom Kamiel Magda Vercauteren Mathias Unberath N. Padoy Nassir Navab 24 112 0 20 Oct 2019
3D Convolutional Neural Networks Image Registration Based on Efficient Supervised Learning from Artificial Deformations Hessam Sokooti B. D. de Vos F. Berendsen Mohsen Ghafoorian Sahar Yousefi B. Lelieveldt Ivana Isgum Marius Staring 3DPC MedIm 21 32 0 27 Aug 2019
Conditional Segmentation in Lieu of Image Registration Yipeng Hu Eli Gibson D. Barratt M. Emberton J. A. Noble Tom Kamiel Magda Vercauteren 32 22 0 30 Jun 2019
Deep Learning in Medical Image Registration: A Survey Grant Haskins Uwe Krüger Pingkun Yan MedIm 24 585 0 05 Mar 2019
Deep Morphological Simplification Network (MS-Net) for Guided Registration of Brain Magnetic Resonance Images Dongming Wei Zhengwang Wu Gang Li Xiaohuan Cao Dinggang Shen Qian Wang MedIm 23 15 0 06 Feb 2019
GANs for Medical Image Analysis Salome Kazeminia Christoph Baur Arjan Kuijper Bram van Ginneken Nassir Navab Shadi Albarqouni Anirban Mukhopadhyay MedIm AI4CE 20 408 0 13 Sep 2018