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VoxelMorph: A Learning Framework for Deformable Medical Image Registration

14 September 2018

Papers citing "VoxelMorph: A Learning Framework for Deformable Medical Image Registration"

48 / 598 papers shown

Title
Cortical surface registration using unsupervised learningNeuroImage (NeuroImage), 2020 Jieyu Cheng Adrian Dalca Bruce Fischl Lilla Zöllei 206 37 0 09 Apr 2020
Spatio-temporal Learning from Longitudinal Data for Multiple Sclerosis Lesion Segmentation Stefan Denner Ashkan Khakzar Moiz Sajid Mahdi Saleh Žiga Špiclin S. T. Kim Nassir Navab 283 23 0 07 Apr 2020
DeepFLASH: An Efficient Network for Learning-based Medical Image RegistrationComputer Vision and Pattern Recognition (CVPR), 2020 Jian Wang Miaomiao Zhang FedML MedIm 191 72 0 05 Apr 2020
A Survey of Deep Learning for Scientific Discovery M. Raghu Erica Schmidt OOD AI4CE 295 137 0 26 Mar 2020
Registration by tracking for sequential 2D MRI N. Gunnarsson Jens Sjölund Thomas B. Schon 85 3 0 24 Mar 2020
Detecting Pancreatic Ductal Adenocarcinoma in Multi-phase CT Scans via Alignment Ensemble Yingda Xia Qihang Yu Wei Shen Yuyin Zhou Elliot K. Fishman Alan Yuille 174 2 0 18 Mar 2020
LT-Net: Label Transfer by Learning Reversible Voxel-wise Correspondence for One-shot Medical Image SegmentationComputer Vision and Pattern Recognition (CVPR), 2020 Shuxin Wang Shilei Cao Dong Wei Renzhen Wang Kai Ma Liansheng Wang Deyu Meng Yefeng Zheng 323 61 0 16 Mar 2020
A Learning Strategy for Contrast-agnostic MRI SegmentationInternational Conference on Medical Imaging with Deep Learning (MIDL), 2020 Benjamin Billot Douglas N. Greve Koen van Leemput Bruce Fischl Juan Eugenio Iglesias Adrian Dalca 199 80 0 04 Mar 2020
Regional Registration of Whole Slide Image Stacks Containing Highly Deformed Artefacts Mahsa Paknezhad Sheng Yang Michael Loh Y. Choudhury V. Koh Timothy Tay Kwang Yong ... Weimiao Yu Y. Tan Yong Zhen Loy M. Tan H. Lee 49 1 0 28 Feb 2020
Medical Image Registration Using Deep Neural Networks: A Comprehensive ReviewComputers & electrical engineering (CEE), 2020 H. R. Boveiri R. Khayami R. Javidan A. MehdiZadeh 259 157 0 09 Feb 2020
Deformation-aware Unpaired Image Translation for Pose Estimation on Laboratory AnimalsComputer Vision and Pattern Recognition (CVPR), 2020 Siyuan Li Semih Günel Mirela Oštrek Pavan Ramdya Pascal Fua Helge Rhodin MedIm 149 40 0 23 Jan 2020
Learning Deformable Registration of Medical Images with Anatomical ConstraintsNeural Networks (NN), 2020 Lucas Mansilla Diego H. Milone Enzo Ferrante MedIm 152 92 0 20 Jan 2020
A Comparative Study for Non-rigid Image Registration and Rigid Image Registration Xiaoran Zhang Hexiang Dong Di Gao Xiao Zhao 66 8 0 12 Jan 2020
Deep Learning in Medical Image Registration: A ReviewPhysics in Medicine and Biology (PMB), 2019 Yabo Fu Y. Lei Tonghe Wang W. Curran Tian Liu Xiaofeng Yang 188 568 0 27 Dec 2019
Artificial Intelligence in Surgery Xiao-Yun Zhou Yao Guo Mali Shen Guang-Zhong Yang AI4CE 121 5 0 23 Dec 2019
Rethinking Medical Image Reconstruction via Shape Prior, Going Deeper and Faster: Deep Joint Indirect Registration and Reconstruction Jiulong Liu Angelica I. Aviles-Rivero Hui Ji Carola-Bibiane Schönlieb 84 23 0 16 Dec 2019
Multimodal Self-Supervised Learning for Medical Image AnalysisInformation Processing in Medical Imaging (IPMI), 2019 Aiham Taleb Christoph Lippert T. Klein Moin Nabi SSL 278 120 0 11 Dec 2019
Generating Anthropomorphic Phantoms Using Fully Unsupervised Deformable Image Registration with Convolutional Neural Networks Junyu Chen Ye Li Yong Du Eric C. Frey MedIm 150 0 0 06 Dec 2019
OASIS: One-pass aligned Atlas Set for Image Segmentation Qikui Zhu Bo Du Pingkun Yan SSeg 53 0 0 05 Dec 2019
Reducing the Human Effort in Developing PET-CT Registration T. O'Briain Kyong Hwan Jin Hongyoon Choi Erika Chin M. Bazalova-Carter K. M. Yi 89 0 0 25 Nov 2019
Reinventing 2D Convolutions for 3D Images Jiancheng Yang Xiaoyang Huang Yi He Jingwei Xu Canqian Yang Guozheng Xu Bingbing Ni 264 11 0 24 Nov 2019
Atlas Based Segmentations via Semi-Supervised Diffeomorphic Registrations Charles Huang Masoud Badiei Hyunseok Seo M. Ma Xiaokun Liang D. Capaldi Michael Gensheimer Lei Xing 106 3 0 23 Nov 2019
AssemblyNet: A large ensemble of CNNs for 3D Whole Brain MRI SegmentationNeuroImage (NeuroImage), 2019 Pierrick Coupé Boris Mansencal Michael Clement Rémi Giraud B. D. D. Senneville T. Thong Vincent Lepetit J. V. Manjón 281 154 0 20 Nov 2019
CAI4CAI: The Rise of Contextual Artificial Intelligence in Computer Assisted InterventionsProceedings of the IEEE (Proc. IEEE), 2019 Tom Vercauteren Mathias Unberath N. Padoy Nassir Navab 173 123 0 20 Oct 2019
NeurReg: Neural Registration and Its Application to Image SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019 Wentao Zhu Andriy Myronenko Ziyue Xu Wenqi Li Dirk Soffker Yufang Huang Fausto Milletari Daguang Xu MedIm 78 28 0 04 Oct 2019
mlVIRNET: Multilevel Variational Image Registration NetworkInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019 Alessa Hering Bram van Ginneken Stefan Heldmann 145 75 0 22 Sep 2019
A hybrid deep learning framework for integrated segmentation and registration: evaluation on longitudinal white matter tract changesInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019 Yue Liu W. Niessen S. Klein M. Groot M. Ikram Meike W. Vernooij Esther E. Bron 79 26 0 26 Aug 2019
Conv2Warp: An unsupervised deformable image registration with continuous convolution and warping Sharib Ali J. Rittscher MedIm 109 14 0 16 Aug 2019
Few Labeled Atlases are Necessary for Deep-Learning-Based Segmentation H. Lee M. Sabuncu Adrian Dalca 264 8 0 13 Aug 2019
Learning Conditional Deformable Templates with Convolutional NetworksNeural Information Processing Systems (NeurIPS), 2019 Adrian Dalca Marianne Rakic John Guttag M. Sabuncu MedIm 157 128 0 07 Aug 2019
Deformable Medical Image Registration Using a Randomly-Initialized CNN as Regularization Prior M. Laves Sontje Ihler T. Ortmaier MedIm 45 7 0 02 Aug 2019
Recursive Cascaded Networks for Unsupervised Medical Image RegistrationIEEE International Conference on Computer Vision (ICCV), 2019 Shengyu Zhao Yue Dong E. Chang Yan Xu 135 265 0 29 Jul 2019
Closing the Gap between Deep and Conventional Image Registration using Probabilistic Dense Displacement NetworksInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019 M. Heinrich MedIm 130 92 0 25 Jul 2019
Deformable Registration Using Average Geometric Transformations for Brain MR Images Yongpei Zhu Zicong Zhou G. Liao Kehong Yuan MedIm 80 2 0 23 Jul 2019
Image-and-Spatial Transformer Networks for Structure-Guided Image RegistrationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019 Matthew C. H. Lee Ozan Oktay A. Schuh M. Schaap Ben Glocker MedIm ViT 133 85 0 22 Jul 2019
Multi-atlas image registration of clinical data with automated quality assessment using ventricle segmentation Florian Dubost Marleen de Bruijne M. Nardin Adrian Dalca K. Donahue ... M. Groot W. Niessen Meike W. Vernooij N. Rost M. Schirmer 88 31 0 01 Jul 2019
Conditional Segmentation in Lieu of Image RegistrationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019 Yipeng Hu Eli Gibson D. Barratt M. Emberton J. A. Noble Tom Vercauteren 158 23 0 30 Jun 2019
AssemblyNet: A Novel Deep Decision-Making Process for Whole Brain MRI SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019 Pierrick Coupé Boris Mansencal Michael Clement Rémi Giraud B. D. D. Senneville T. Thong Vincent Lepetit J. V. Manjón 195 19 0 05 Jun 2019
Unsupervised Deep Learning for Bayesian Brain MRI Segmentation Adrian Dalca Evan M. Yu Polina Golland Bruce Fischl M. Sabuncu Juan Eugenio Iglesias OOD 118 71 0 25 Apr 2019
DeepAtlas: Joint Semi-Supervised Learning of Image Registration and Segmentation Zhenlin Xu Marc Niethammer SSeg 171 175 0 17 Apr 2019
Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces Adrian Dalca Guha Balakrishnan John Guttag M. Sabuncu MedIm DiffM 201 425 0 08 Mar 2019
Deep Learning in Medical Image Registration: A SurveyMachine Vision and Applications (MVA), 2019 Grant Haskins Uwe Krüger Pingkun Yan MedIm 329 636 0 05 Mar 2019
Data augmentation using learned transformations for one-shot medical image segmentation Amy Zhao Guha Balakrishnan F. Durand John Guttag Adrian Dalca OOD MedIm 259 424 0 25 Feb 2019
Unsupervised 3D End-to-End Medical Image Registration with Volume Tweening NetworkIEEE journal of biomedical and health informatics (IEEE JBHI), 2019 Shengyu Zhao Ting Fung Lau Ji Luo E. Chang Yan Xu MedIm 278 257 0 13 Feb 2019
Fast Learning-based Registration of Sparse 3D Clinical Images Kathleen M. Lewis N. Rost John Guttag Adrian Dalca 119 7 0 17 Dec 2018
Explainable cardiac pathology classification on cine MRI with motion characterization by semi-supervised learning of apparent flow Ben Green H. Delingette N. Ayache 132 87 0 08 Nov 2018
Task adapted reconstruction for inverse problems J. Adler Sebastian Lunz Olivier Verdier Carola-Bibiane Schönlieb Ozan Oktem 141 48 0 27 Aug 2018
BIRNet: Brain Image Registration Using Dual-Supervised Fully Convolutional Networks Jingfan Fan Xiaohuan Cao P. Yap Dinggang Shen 101 266 0 13 Feb 2018