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
Coordinate Translator for Learning Deformable Medical Image Registration Yihao Liu Lianrui Zuo Shuo Han Yuan Xue Jerry L. Prince A. Carass MedIm 27 38 0 05 Mar 2022
Simultaneous Alignment and Surface Regression Using Hybrid 2D-3D Networks for 3D Coherent Layer Segmentation of Retina OCT Images Hong Liu Dong Wei Donghuan Lu Yuexiang Li Kai Ma Liansheng Wang Yefeng Zheng 24 10 0 04 Mar 2022
Tempera: Spatial Transformer Feature Pyramid Network for Cardiac MRI Segmentation C. Galazis Huiyi Wu Zhuoyu Li Camille F Petri Anil A. Bharath Marta Varela MedIm 14 8 0 01 Mar 2022
Voxelmorph++ Going beyond the cranial vault with keypoint supervision and multi-channel instance optimisation M. Heinrich Lasse Hansen 3DPC 32 16 0 28 Feb 2022
Transformers in Medical Image Analysis: A Review Kelei He Chen Gan Zhuoyuan Li I. Rekik Zihao Yin Wen Ji Yang Gao Qian Wang Junfeng Zhang Dinggang Shen ViT MedIm 28 255 0 24 Feb 2022
Computing Multiple Image Reconstructions with a Single Hypernetwork Alan Q. Wang Adrian Dalca M. Sabuncu 38 8 0 22 Feb 2022
Deep Feature based Cross-slide Registration Ruqayya Awan S. Raza J. Lotz Nick Weiss Nasir M. Rajpoot 6 9 0 21 Feb 2022
CortexODE: Learning Cortical Surface Reconstruction by Neural ODEs Qiang Ma Liu Li E. C. Robinson Bernhard Kainz Daniel Rueckert A. Alansary MedIm 30 31 0 16 Feb 2022
Multi-Atlas Segmentation and Spatial Alignment of the Human Embryo in First Trimester 3D Ultrasound W. Bastiaansen M. Rousian R. Steegers-Theunissen W. Niessen A. Koning S. Klein 11 3 0 14 Feb 2022
Multi-modal unsupervised brain image registration using edge maps Vasiliki Sideri-Lampretsa Georgios Kaissis Daniel Rueckert MedIm 39 7 0 09 Feb 2022
Teaching Networks to Solve Optimization Problems Xinran Liu Yuzhe Lu Ali Abbasi Meiyi Li Javad Mohammadi Soheil Kolouri 44 11 0 08 Feb 2022
Aladdin: Joint Atlas Building and Diffeomorphic Registration Learning with Pairwise Alignment Zhipeng Ding Marc Niethammer 20 19 0 07 Feb 2022
Boundary-aware Information Maximization for Self-supervised Medical Image Segmentation Jizong Peng Ping Wang M. Pedersoli Christian Desrosiers SSL 27 4 0 04 Feb 2022
Cross-Modality Multi-Atlas Segmentation via Deep Registration and Label Fusion Wangbin Ding Lei Li Xiahai Zhuang Liqin Huang 22 20 0 04 Feb 2022
Towards Positive Jacobian: Learn to Postprocess Diffeomorphic Image Registration with Matrix Exponential Soumyadeep Pal Matthew Tennant Nilanjan Ray MedIm 21 2 0 01 Feb 2022
A deep residual learning implementation of Metamorphosis Matthis Maillard Anton Franccois J. Glaunès Isabelle Bloch Pietro Gori MedIm 17 9 0 01 Feb 2022
FedMed-ATL: Misaligned Unpaired Brain Image Synthesis via Affine Transform Loss Jinbao Wang Guoyang Xie Yawen Huang Yefeng Zheng Yaochu Jin Feng Zheng MedIm 40 9 0 29 Jan 2022
One shot PACS: Patient specific Anatomic Context and Shape prior aware recurrent registration-segmentation of longitudinal thoracic cone beam CTs Jue Jiang Harini Veeraraghavan 17 18 0 26 Jan 2022
DSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI Reconstruction Bo Zhou Neel Dey Jo Schlemper S. Salehi Chi Liu James S. Duncan M. Sofka MedIm 30 56 0 26 Jan 2022
Mutual information neural estimation for unsupervised multi-modal registration of brain images G. Snaauw Michele Sasdelli Gabriel Maicas S. Lau Johan W. Verjans M. Jenkinson G. Carneiro 20 6 0 25 Jan 2022
A Resolution Enhancement Plug-in for Deformable Registration of Medical Images Kaicong Sun S. Simon MedIm 25 1 0 30 Dec 2021
Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration Ziwei Luo Jing Hu Xin Wang Shu Hu Bin Kong Youbing Yin Qi Song Xi Wu Siwei Lyu MedIm 22 12 0 14 Dec 2021
The Brain Tumor Sequence Registration (BraTS-Reg) Challenge: Establishing Correspondence Between Pre-Operative and Follow-up MRI Scans of Diffuse Glioma Patients Bhakti Baheti Satrajit Chakrabarty H. Akbari Michel Bilello Benedikt Wiestler ... Christos Davatzikos Aristeidis Sotiras Bjoern H. Menze Spyridon Bakas Diana Waldmannstetter 47 45 0 13 Dec 2021
Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning Alessa Hering Lasse Hansen Tony C. W. Mok Albert C. S. Chung H. Siebert ... K. Murphy Nikolas Lessmann Bram van Ginneken Adrian Dalca M. Heinrich 40 182 0 08 Dec 2021
Embedding Gradient-based Optimization in Image Registration Networks Huaqi Qiu Kerstin Hammernik C. Qin Chong Chen Daniel Rueckert 32 10 0 07 Dec 2021
Dual-Flow Transformation Network for Deformable Image Registration with Region Consistency Constraint Xinke Ma Yibo Yang Yong-quan Xia Dacheng Tao MedIm 13 0 0 04 Dec 2021
Robust End-to-End Focal Liver Lesion Detection using Unregistered Multiphase Computed Tomography Images Sang-gil Lee Eunji Kim J. S. Bae J. H. Kim Sungroh Yoon OOD 21 11 0 02 Dec 2021
Deep Decomposition for Stochastic Normal-Abnormal Transport Peirong Liu Yueh Z. Lee S. Aylward Marc Niethammer DiffM MedIm 31 5 0 29 Nov 2021
LDDMM meets GANs: Generative Adversarial Networks for diffeomorphic registration Ubaldo Ramon Monica Hernandez Elvira Mayordomo GAN 30 5 0 24 Nov 2021
MICS : Multi-steps, Inverse Consistency and Symmetric deep learning registration network Théo Estienne Maria Vakalopoulou Enzo Battistella T. Henry Marvin Lerousseau A. Leroy Nikos Paragios Eric Deutsch 24 5 0 23 Nov 2021
Deformable image registration with deep network priors: a study on longitudinal PET images Constance Fourcade L. Ferrer Noémie Moreau Gianmarco Santini Aislinn Brennan ... M. Colombié P. Jézéquel Mario Campone M. Rubeaux Diana Mateus MedIm 16 4 0 22 Nov 2021
TransMorph: Transformer for unsupervised medical image registration Junyu Chen Eric C. Frey Yufan He W. Paul Segars Ye Li Yong Du ViT MedIm 39 303 0 19 Nov 2021
Leveraging Unsupervised Image Registration for Discovery of Landmark Shape Descriptor Riddhish Bhalodia Shireen Y. Elhabian L. Kavan Ross T. Whitaker 31 5 0 13 Nov 2021
Meta-Learning to Improve Pre-Training Aniruddh Raghu Jonathan Lorraine Simon Kornblith Matthew B. A. McDermott David Duvenaud 27 30 0 02 Nov 2021
Accurate Point Cloud Registration with Robust Optimal Transport Zhengyang Shen Jean Feydy Peirong Liu A. Curiale R. S. J. Estépar Raúl San José Estépar Marc Niethammer 3DPC OOD OT 18 52 0 01 Nov 2021
IGCN: Image-to-graph Convolutional Network for 2D/3D Deformable Registration M. Nakao M. Nakamura T. Matsuda 3DH MedIm 14 17 0 31 Oct 2021
Uncertainty quantification in non-rigid image registration via stochastic gradient Markov chain Monte Carlo Daniel Grzech Mohammad Farid Azampour Huaqi Qiu Ben Glocker Bernhard Kainz Loic Le Folgoc MedIm 19 2 0 25 Oct 2021
A Deep Learning Framework for Diffeomorphic Mapping Problems via Quasi-conformal Geometry applied to Imaging Qiguang Chen Zhiwen Li L. Lui MedIm 11 7 0 20 Oct 2021
AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation Xiangyi Yan Hao Tang Shanlin Sun Haoyu Ma Deying Kong Xiaohui Xie ViT MedIm 29 128 0 20 Oct 2021
A Unified Framework for Generalized Low-Shot Medical Image Segmentation with Scarce Data H. Cui Dong Wei Kai Ma Shi Gu Yefeng Zheng 25 39 0 18 Oct 2021
Breaking the Dilemma of Medical Image-to-image Translation Lingke Kong Chenyu Lian Detian Huang Zhenjiang Li Yanle Hu Qichao Zhou GAN MedIm 58 138 0 13 Oct 2021
Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation Devavrat Tomar Behzad Bozorgtabar M. Lortkipanidze Guillaume Vray Mohammad Saeed Rad Jean-Philippe Thiran 33 19 0 05 Oct 2021
Unsupervised Landmark Detection Based Spatiotemporal Motion Estimation for 4D Dynamic Medical Images Yuyu Guo Lei Bi Dongming Wei Liyun Chen Zhengbin Zhu D. Feng Ruiyan Zhang Qian Wang Jinman Kim 35 6 0 30 Sep 2021
Nesterov Accelerated ADMM for Fast Diffeomorphic Image Registration A. Thorley Xi Jia H. Chang Boyang Liu K. Bunting ... A. de Marvao D. O’Regan Georgios Gkoutos D. Kotecha Jinming Duan MedIm 38 20 0 26 Sep 2021
Joint Progressive and Coarse-to-fine Registration of Brain MRI via Deformation Field Integration and Non-Rigid Feature Fusion Jinxin Lv Zhiwei Wang Hongkuan Shi Haobo Zhang Sheng Wang Yilang Wang Qiang Li 36 39 0 25 Sep 2021
SAME: Deformable Image Registration based on Self-supervised Anatomical Embeddings Fengze Liu K. Yan Adam P. Harrison Dazhou Guo Le Lu ... Lingyun Huang Guotong Xie Jing Xiao X. Ye D. Jin 25 32 0 23 Sep 2021
A Multi-Task Cross-Task Learning Architecture for Ad-hoc Uncertainty Estimation in 3D Cardiac MRI Image Segmentation S. Hasan Cristian A. Linte 27 7 0 16 Sep 2021
Identifying partial mouse brain microscopy images from Allen reference atlas using a contrastively learned semantic space Justinas Antanavicius R. Leiras Raghavendra Selvan 30 0 0 14 Sep 2021
Distinguishing Healthy Ageing from Dementia: a Biomechanical Simulation of Brain Atrophy using Deep Networks Mariana da Silva Carole H. Sudre K. Garcia Cher Bass M. Jorge Cardoso E. C. Robinson 14 3 0 18 Aug 2021
Diffeomorphic Particle Image Velocimetry Yong Lee Shuang Mei 17 9 0 17 Aug 2021