VoxelMorph: A Learning Framework for Deformable Medical Image Registration

14 September 2018

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

50 / 539 papers shown

Title
Known Operator Learning and Hybrid Machine Learning in Medical Imaging -- A Review of the Past, the Present, and the Future Andreas K. Maier Harald Kostler M. Heisig P. Krauss S. Yang MedIm 40 29 0 10 Aug 2021
Enhancing MR Image Segmentation with Realistic Adversarial Data Augmentation Chia-Ju Chen C. Qin Cheng Ouyang Zeju Li Shuo Wang Huaqi Qiu Liang Chen G. Tarroni Wenjia Bai Daniel Rueckert GAN MedIm 62 40 0 07 Aug 2021
Recurrent Mask Refinement for Few-Shot Medical Image Segmentation Hao Tang Xingwei Liu Shanlin Sun Xiangyi Yan Xiaohui Xie 30 101 0 02 Aug 2021
Synth-by-Reg (SbR): Contrastive learning for synthesis-based registration of paired images Adrià Casamitjana M. Mancini Juan Eugenio Iglesias MedIm 24 14 0 30 Jul 2021
TEDS-Net: Enforcing Diffeomorphisms in Spatial Transformers to Guarantee Topology Preservation in Segmentations M. K. Wyburd Nicola K. Dinsdale Ana I. L. Namburete M. Jenkinson MedIm 27 16 0 28 Jul 2021
Exploring Deep Registration Latent Spaces Théo Estienne Maria Vakalopoulou Stergios Christodoulidis Enzo Battistella T. Henry ... A. Leroy G. Chassagnon M. Revel Nikos Paragios Eric Deutsch 25 1 0 23 Jul 2021
Deformation-Compensated Learning for Image Reconstruction without Ground Truth Weijie Gan Yu Sun C. Eldeniz Jiaming Liu Hongyu An Ulugbek S. Kamilov 26 12 0 12 Jul 2021
Cross-modal Attention for MRI and Ultrasound Volume Registration Xin Song Hengtao Guo Xuanang Xu Hanqing Chao Sheng Xu B. Turkbey B. Wood Ge Wang Pingkun Yan ViT 32 59 0 09 Jul 2021
A Deep Discontinuity-Preserving Image Registration Network Xiang Chen Nishant Ravikumar Yan Xia Alejandro F Frangi MedIm 34 21 0 09 Jul 2021
Retinal OCT Denoising with Pseudo-Multimodal Fusion Network Dewei Hu Joseph D. Malone Yigit Atay Yuankai K. Tao I. Oguz MedIm 16 8 0 09 Jul 2021
Deformed2Self: Self-Supervised Denoising for Dynamic Medical Imaging Junshen Xu E. Adalsteinsson MedIm 24 30 0 23 Jun 2021
Deformation Driven Seq2Seq Longitudinal Tumor and Organs-at-Risk Prediction for Radiotherapy Donghoon Lee S. Alam Jue Jiang Pengpeng Zhang Saad Nadeem Yu-chi Hu AI4CE 39 4 0 16 Jun 2021
Multi-scale Neural ODEs for 3D Medical Image Registration Junshen Xu Eric Z. Chen Xiao Chen Terrence Chen Shanhui Sun MedIm 21 23 0 16 Jun 2021
Recursive Refinement Network for Deformable Lung Registration between Exhale and Inhale CT Scans Xinzi He Jia Guo Xuzhe Zhang Hanwen Bi S. Gerard ... Eric A. Hoffman J. Reinhardt R. G. Barr Elsa D. Angelini Andrew F. Laine 20 12 0 14 Jun 2021
CAR-Net: Unsupervised Co-Attention Guided Registration Network for Joint Registration and Structure Learning Xiang Chen Yan Xia Nishant Ravikumar Alejandro F Frangi 3DPC 27 1 0 11 Jun 2021
Spot the Difference: Detection of Topological Changes via Geometric Alignment Steffen Czolbe Aasa Feragen Oswin Krause 3DPC 11 3 0 09 Jun 2021
Image Deformation Estimation via Multi-Objective Optimization Takumi Nakane Haoran Xie Chao Zhang 11 3 0 08 Jun 2021
Recent advances and clinical applications of deep learning in medical image analysis Xuxin Chen Ximing Wang Kecheng Zhang K. Fung T. Thai K. Moore Robert S. Mannel Hong Liu B. Zheng Y. Qiu OOD 18 574 0 27 May 2021
Sli2Vol: Annotate a 3D Volume from a Single Slice with Self-Supervised Learning P. Yeung Ana I. L. Namburete Weidi Xie 23 16 0 26 May 2021
Learning a Model-Driven Variational Network for Deformable Image Registration Xi Jia A. Thorley Wei Chen Huaqi Qiu Linlin Shen ... A. Leonardis A. de Marvao D. O’Regan Daniel Rueckert Jinming Duan MedIm 34 29 0 25 May 2021
A low-rank representation for unsupervised registration of medical images Dengqiang Jia Shangqi Gao Qunlong Chen Xinzhe Luo Xiahai Zhuang 21 1 0 20 May 2021
Unsupervised Multi-Modality Registration Network based on Spatially Encoded Gradient Information Wangbin Ding Lei Li Liqin Huang Xiahai Zhuang MedIm 33 5 0 16 May 2021
End-to-End Sequential Sampling and Reconstruction for MRI Tianwei Yin Zihui Wu He Sun Adrian Dalca Yisong Yue Katherine Bouman 16 19 0 13 May 2021
ICON: Learning Regular Maps Through Inverse Consistency Hastings Greer Roland Kwitt François-Xavier Vialard Marc Niethammer 19 24 0 10 May 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
Robust joint registration of multiple stains and MRI for multimodal 3D histology reconstruction: Application to the Allen human brain atlas Adria Casamitjanaa Marco Lorenzi Sebastiano Ferraris Locht Peter Marc Modat A. Stevens Bruce Fischld Tom Vercauterenc Juan Eugenio Iglesias 26 16 0 30 Apr 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
Semantic similarity metrics for learned image registration Steffen Czolbe Oswin Krause Aasa Feragen 25 14 0 20 Apr 2021
Anatomy-guided Multimodal Registration by Learning Segmentation without Ground Truth: Application to Intraprocedural CBCT/MR Liver Segmentation and Registration Bo Zhou Z. Augenfeld Julius Chapiro S. Kevin Zhou Chi Liu James S. Duncan 31 48 0 14 Apr 2021
CNN-based Cardiac Motion Extraction to Generate Deformable Geometric Left Ventricle Myocardial Models from Cine MRI R. Upendra B. Wentz R. Simon Suzanne Shontz Cristian A. Linte MedIm 23 7 0 30 Mar 2021
Is Image-to-Image Translation the Panacea for Multimodal Image Registration? A Comparative Study Jiahao Lu Johan Öfverstedt Joakim Lindblad Natavsa Sladoje MedIm 21 22 0 30 Mar 2021
Test-Time Training for Deformable Multi-Scale Image Registration Wentao Zhu Yufang Huang Daguang Xu Zhen Qian Wei Fan Xiaohui Xie 27 24 0 25 Mar 2021
Enhancing Medical Image Registration via Appearance Adjustment Networks Mingyuan Meng Lei Bi M. Fulham D. Feng Jinman Kim MedIm 26 18 0 09 Mar 2021
Self-Supervised Longitudinal Neighbourhood Embedding J. Ouyang Qingyu Zhao Ehsan Adeli E. Sullivan A. Pfefferbaum Greg Zaharchuk K. Pohl 19 19 0 05 Mar 2021
Unsupervised dynamic modeling of medical image transformation N. Gunnarsson Peter Kimstrand Jens Sjölund Thomas B. Schon MedIm 29 1 0 01 Mar 2021
Deep learning based geometric registration for medical images: How accurate can we get without visual features? Lasse Hansen M. Heinrich 3DPC 20 13 0 01 Mar 2021
Multi-Slice Low-Rank Tensor Decomposition Based Multi-Atlas Segmentation: Application to Automatic Pathological Liver CT Segmentation Changfa Shi Min Xian Xiancheng Zhou Haotian Wang Heng-Da Cheng 29 15 0 24 Feb 2021
Modeling the Probabilistic Distribution of Unlabeled Data forOne-shot Medical Image Segmentation Yuhang Ding Xin Yu Yi Yang OOD 30 34 0 03 Feb 2021
RGB-D Salient Object Detection via 3D Convolutional Neural Networks Qian Chen Ze Liu Y. Zhang Keren Fu Qijun Zhao H. Du 3DPC 35 150 0 25 Jan 2021
Morphological Change Forecasting for Prostate Glands using Feature-based Registration and Kernel Density Extrapolation Qianye Yang Tom Kamiel Magda Vercauteren Yunguan Fu F. Giganti N. Ghavami V. Stavrinides C. Moore Matt Clarkson D. Barratt Yipeng Hu MedIm 28 4 0 16 Jan 2021
Regularization-Agnostic Compressed Sensing MRI Reconstruction with Hypernetworks Alan Q. Wang Adrian Dalca M. Sabuncu OOD 40 12 0 06 Jan 2021
HyperMorph: Amortized Hyperparameter Learning for Image Registration Andrew Hoopes Malte Hoffmann Bruce Fischl John Guttag Adrian Dalca 39 128 0 04 Jan 2021
Annotation-Efficient Learning for Medical Image Segmentation based on Noisy Pseudo Labels and Adversarial Learning Lu Wang D. Guo Guotai Wang Shaoting Zhang MedIm GAN 15 29 0 29 Dec 2020
Longitudinal diffusion MRI analysis using Segis-Net: a single-step deep-learning framework for simultaneous segmentation and registration Bo-wen Li W. Niessen S. Klein M. Groot M. Ikram Meike W. Vernooij Esther E. Bron 15 20 0 28 Dec 2020
Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast Juan Eugenio Iglesias Benjamin Billot Yael Balbastre A. Tabari J. Conklin Daniel C. Alexander Polina Golland B. Edlow Bruce Fischl 42 100 0 24 Dec 2020
Multi-Contrast Computed Tomography Healthy Kidney Atlas Ho Hin Lee Yucheng Tang Kaiwen Xu Shunxing Bao Agnes B. Fogo ... M. Caestecker Mattias P. Heinrich J. Spraggins Yuankai Huo Bennett A. Landman 26 0 0 23 Dec 2020
Atlas-ISTN: Joint Segmentation, Registration and Atlas Construction with Image-and-Spatial Transformer Networks Matthew Sinclair A. Schuh K. Hahn K. Petersen Ying Bai James Batten M. Schaap Ben Glocker 25 30 0 18 Dec 2020
Biomechanical modelling of brain atrophy through deep learning Mariana da Silva K. Garcia Carole H. Sudre Cher Bass M. Jorge Cardoso E. C. Robinson MedIm 13 4 0 14 Dec 2020
INSPIRE: Intensity and spatial information-based deformable image registration Johan Öfverstedt Joakim Lindblad Natavsa Sladoje 23 3 0 14 Dec 2020
Deep Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies Jinzheng Cai Youbao Tang K. Yan Adam P. Harrison Jing Xiao Gigin Lin Le Lu MedIm 36 29 0 09 Dec 2020