VoxelMorph: A Learning Framework for Deformable Medical Image Registration

14 September 2018

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

38 / 538 papers shown

Title
Deformation-aware Unpaired Image Translation for Pose Estimation on Laboratory Animals Siyuan Li Semih Günel Mirela Oštrek Pavan Ramdya Pascal Fua Helge Rhodin MedIm 8 37 0 23 Jan 2020
Learning Deformable Registration of Medical Images with Anatomical Constraints Lucas Mansilla Diego H. Milone Enzo Ferrante MedIm 13 80 0 20 Jan 2020
A Comparative Study for Non-rigid Image Registration and Rigid Image Registration Xiaoran Zhang Hexiang Dong Di Gao Xiao Zhao 12 7 0 12 Jan 2020
Deep Learning in Medical Image Registration: A Review Yabo Fu Y. Lei Tonghe Wang W. Curran Tian Liu Xiaofeng Yang 35 503 0 27 Dec 2019
Artificial Intelligence in Surgery Xiao-Yun Zhou Yao Guo Mali Shen Guang-Zhong Yang AI4CE 14 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 13 21 0 16 Dec 2019
Multimodal Self-Supervised Learning for Medical Image Analysis Aiham Taleb C. Lippert T. Klein Moin Nabi SSL 13 95 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 11 0 0 06 Dec 2019
OASIS: One-pass aligned Atlas Set for Image Segmentation Qikui Zhu Bo Du Pingkun Yan SSeg 14 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 16 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 11 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 14 3 0 23 Nov 2019
AssemblyNet: A large ensemble of CNNs for 3D Whole Brain MRI Segmentation Pierrick Coupé Boris Mansencal Michael Clement Rémi Giraud B. D. D. Senneville T. Thong Vincent Lepetit J. V. Manjón 20 109 0 20 Nov 2019
CAI4CAI: The Rise of Contextual Artificial Intelligence in Computer Assisted Interventions Tom Kamiel Magda Vercauteren Mathias Unberath N. Padoy Nassir Navab 16 112 0 20 Oct 2019
NeurReg: Neural Registration and Its Application to Image Segmentation Wentao Zhu Andriy Myronenko Ziyue Xu Wenqi Li Dirk Soffker Yufang Huang Fausto Milletari Daguang Xu MedIm 9 26 0 04 Oct 2019
mlVIRNET: Multilevel Variational Image Registration Network Alessa Hering Bram van Ginneken Stefan Heldmann 19 65 0 22 Sep 2019
A hybrid deep learning framework for integrated segmentation and registration: evaluation on longitudinal white matter tract changes Bo-wen Li W. Niessen S. Klein M. Groot M. Ikram Meike W. Vernooij Esther E. Bron 6 26 0 26 Aug 2019
Conv2Warp: An unsupervised deformable image registration with continuous convolution and warping Sharib Ali J. Rittscher MedIm 11 13 0 16 Aug 2019
Few Labeled Atlases are Necessary for Deep-Learning-Based Segmentation H. Lee M. Sabuncu Adrian V. Dalca 6 8 0 13 Aug 2019
Learning Conditional Deformable Templates with Convolutional Networks Adrian V. Dalca Marianne Rakic John Guttag M. Sabuncu MedIm 6 114 0 07 Aug 2019
Deformable Medical Image Registration Using a Randomly-Initialized CNN as Regularization Prior M. Laves Sontje Ihler T. Ortmaier MedIm 11 7 0 02 Aug 2019
Recursive Cascaded Networks for Unsupervised Medical Image Registration Shengyu Zhao Yue Dong E. Chang Yan Xu 11 229 0 29 Jul 2019
Closing the Gap between Deep and Conventional Image Registration using Probabilistic Dense Displacement Networks M. Heinrich MedIm 11 84 0 25 Jul 2019
Deformable Registration Using Average Geometric Transformations for Brain MR Images Yongpei Zhu Zicong Zhou G. Liao Kehong Yuan MedIm 6 1 0 23 Jul 2019
Image-and-Spatial Transformer Networks for Structure-Guided Image Registration Matthew C. H. Lee Ozan Oktay A. Schuh M. Schaap Ben Glocker MedIm ViT 14 76 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 V. Dalca K. Donahue ... M. Groot W. Niessen Meike W. Vernooij N. Rost M. Schirmer 14 27 0 01 Jul 2019
Conditional Segmentation in Lieu of Image Registration Yipeng Hu Eli Gibson D. Barratt M. Emberton J. A. Noble Tom Kamiel Magda Vercauteren 24 22 0 30 Jun 2019
AssemblyNet: A Novel Deep Decision-Making Process for Whole Brain MRI Segmentation Pierrick Coupé Boris Mansencal Michael Clement Rémi Giraud B. D. D. Senneville T. Thong Vincent Lepetit J. V. Manjón 11 17 0 05 Jun 2019
Unsupervised Deep Learning for Bayesian Brain MRI Segmentation Adrian V. Dalca Evan M. Yu Polina Golland Bruce Fischl M. Sabuncu Juan Eugenio Iglesias OOD 13 65 0 25 Apr 2019
DeepAtlas: Joint Semi-Supervised Learning of Image Registration and Segmentation Zhenlin Xu Marc Niethammer SSeg 12 155 0 17 Apr 2019
Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces Adrian V. Dalca Guha Balakrishnan John Guttag M. Sabuncu MedIm DiffM 13 362 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
Data augmentation using learned transformations for one-shot medical image segmentation Amy Zhao Guha Balakrishnan F. Durand John Guttag Adrian V. Dalca OOD MedIm 11 394 0 25 Feb 2019
Unsupervised 3D End-to-End Medical Image Registration with Volume Tweening Network Shengyu Zhao Ting Fung Lau Ji Luo E. Chang Yan Xu MedIm 10 228 0 13 Feb 2019
Fast Learning-based Registration of Sparse 3D Clinical Images Kathleen M. Lewis N. Rost John Guttag Adrian V. Dalca 11 5 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 24 83 0 08 Nov 2018
Task adapted reconstruction for inverse problems J. Adler Sebastian Lunz Olivier Verdier Carola-Bibiane Schönlieb Ozan Oktem 20 43 0 27 Aug 2018
BIRNet: Brain Image Registration Using Dual-Supervised Fully Convolutional Networks Jingfan Fan Xiaohuan Cao P. Yap D. Shen 19 252 0 13 Feb 2018