Adversarial Deformation Regularization for Training Image Registration Neural Networks

27 May 2018

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 84 4 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 73 4 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 94 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 80 23 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 106 27 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 128 17 0 06 Jul 2021
Generative Adversarial Registration for Improved Conditional Deformable Templates Neel Dey Mengwei Ren Adrian Dalca Guido Gerig GAN MedIm 111 37 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 50 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 73 26 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 80 34 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 57 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 76 14 0 15 May 2020
Deform-GAN:An Unsupervised Learning Model for Deformable Registration Xiaoyue Zhang Weijian Jian Yu Chen Shihting Yang MedIm 47 17 0 26 Feb 2020
Medical Image Registration Using Deep Neural Networks: A Comprehensive Review H. R. Boveiri R. Khayami R. Javidan A. MehdiZadeh 199 144 0 09 Feb 2020
Deep Learning in Medical Image Registration: A Review Yabo Fu Y. Lei Tonghe Wang W. Curran Tian Liu Xiaofeng Yang 144 541 0 27 Dec 2019
CAI4CAI: The Rise of Contextual Artificial Intelligence in Computer Assisted Interventions Tom Vercauteren Mathias Unberath N. Padoy Nassir Navab 141 118 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 65 34 0 27 Aug 2019
Conditional Segmentation in Lieu of Image Registration Yipeng Hu Eli Gibson D. Barratt M. Emberton J. A. Noble Tom Vercauteren 98 23 0 30 Jun 2019
Deep Learning in Medical Image Registration: A Survey Grant Haskins Uwe Krüger Pingkun Yan MedIm 163 614 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 57 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 117 430 0 13 Sep 2018