VoxelMorph: A Learning Framework for Deformable Medical Image Registration

14 September 2018

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

50 / 538 papers shown

Title
CNN-based Lung CT Registration with Multiple Anatomical Constraints Alessa Hering Stephanie Häger J. Moltz Nikolas Lessmann Stefan Heldmann Bram van Ginneken 16 62 0 29 Nov 2020
Privacy Preserving for Medical Image Analysis via Non-Linear Deformation Proxy B. Kim Jose Dolz Christian Desrosiers Pierre-Marc Jodoin MedIm 15 4 0 25 Nov 2020
Discovering Hidden Physics Behind Transport Dynamics Peirong Liu Lin Tian Yubo Zhang S. Aylward Yueh Z. Lee Marc Niethammer DiffM MedIm 20 8 0 24 Nov 2020
Registration of serial sections: An evaluation method based on distortions of the ground truths Oleg Lobachev Takuya Funatomi Alexander Pfaffenroth R. Förster Lars Knudsen ... T. Salaets J. Toelen Simone Gaffling C. Mühlfeld R. Grothausmann 11 2 0 22 Nov 2020
Contrastive Registration for Unsupervised Medical Image Segmentation Lihao Liu Angelica I Aviles-Rivero Carola-Bibiane Schönlieb 19 37 0 17 Nov 2020
DeepSim: Semantic similarity metrics for learned image registration Steffen Czolbe Oswin Krause Aasa Feragen 8 8 0 11 Nov 2020
DeepReg: a deep learning toolkit for medical image registration Yunguan Fu N. M. Brown Shaheer U. Saeed Adrià Casamitjana Zachary Michael Cieman Baum ... E. Bonmati Daniel C. Alexander Matthew J. Clarkson Tom Kamiel Magda Vercauteren Yipeng Hu VLM MedIm 14 32 0 04 Nov 2020
FDRN: A Fast Deformable Registration Network for Medical Images Kaicong Sun S. Simon MedIm 9 13 0 04 Nov 2020
Quasiconformal model with CNN features for large deformation image registration H. Law G. Choi K. Lam L. Lui MedIm 14 5 0 30 Oct 2020
Deep Group-wise Variational Diffeomorphic Image Registration Tycho F. A. van der Ouderaa Ivana Išgum W. Veldhuis B. D. de Vos 6 8 0 01 Oct 2020
Deep Image Reconstruction using Unregistered Measurements without Groundtruth Weijie Gan Yu Sun C. Eldeniz Jiaming Liu H. An Ulugbek S. Kamilov 3DV 9 12 0 29 Sep 2020
Exploring Intensity Invariance in Deep Neural Networks for Brain Image Registration Hassan Mahmood Asim Iqbal S. Islam 9 3 0 21 Sep 2020
A Short Review on Data Modelling for Vector Fields Jun Yu Li Wanrong Hong Yusheng Xiang 6 0 0 01 Sep 2020
Longitudinal Image Registration with Temporal-order and Subject-specificity Discrimination Qianye Yang Yunguan Fu F. Giganti N. Ghavami Qingchao Chen J. A. Noble Tom Kamiel Magda Vercauteren D. Barratt Yipeng Hu 17 8 0 29 Aug 2020
A Deep Network for Joint Registration and Reconstruction of Images with Pathologies Xu Han Zhengyang Shen Zhenlin Xu Spyridon Bakas H. Akbari Michel Bilello Christos Davatzikos Marc Niethammer MedIm 27 12 0 17 Aug 2020
Cross-Modality Multi-Atlas Segmentation Using Deep Neural Networks Wangbin Ding Lei Li Xiahai Zhuang Liqin Huang 18 16 0 15 Aug 2020
CycleMorph: Cycle Consistent Unsupervised Deformable Image Registration Boah Kim Dong Hwan Kim S. Park Jieun Kim June-Goo Lee J. C. Ye MedIm 20 204 0 13 Aug 2020
A coarse-to-fine framework for unsupervised multi-contrast MR image deformable registration with dual consistency constraint Weijian Huang Hao-Yu Yang Xinfeng Liu Cheng Li Ian Zhang Rongpin Wang Hairong Zheng Shanshan Wang MedIm 11 1 0 05 Aug 2020
3D B-mode ultrasound speckle reduction using deep learning for 3D registration applications Hongliang Li Tal Mezheritsky L. V. Romaguera Samuel Kadoury 3DPC 9 4 0 03 Aug 2020
A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises S. Kevin Zhou H. Greenspan Christos Davatzikos James S. Duncan Bram van Ginneken A. Madabhushi Jerry L. Prince Daniel Rueckert Ronald M. Summers 38 624 0 02 Aug 2020
Neural Network-based Reconstruction in Compressed Sensing MRI Without Fully-sampled Training Data Alan Q. Wang Adrian V. Dalca M. Sabuncu 17 26 0 29 Jul 2020
A weakly supervised registration-based framework for prostate segmentation via the combination of statistical shape model and CNN Chunxia Qin Xiaojun Chen J. Troccaz 6 1 0 23 Jul 2020
Registration of Histopathogy Images Using Structural Information From Fine Grained Feature Maps Dwarikanath Mahapatra 12 12 0 04 Jul 2020
MvMM-RegNet: A new image registration framework based on multivariate mixture model and neural network estimation Xinzhe Luo Xiahai Zhuang 8 17 0 28 Jun 2020
AutoSNAP: Automatically Learning Neural Architectures for Instrument Pose Estimation David Kügler Marc Uecker Arjan Kuijper Anirban Mukhopadhyay 28 2 0 26 Jun 2020
Learning Tumor Growth via Follow-Up Volume Prediction for Lung Nodules Yamin Li Jiancheng Yang Yi Xu Jingwei Xu X. Ye G. Tao Xueqian Xie Guixue Liu 3DH 8 0 0 24 Jun 2020
Self-Supervised Discovery of Anatomical Shape Landmarks Riddhish Bhalodia L. Kavan Ross T. Whitaker 14 10 0 13 Jun 2020
Biomechanics-informed Neural Networks for Myocardial Motion Tracking in MRI C. Qin Shuo Wang C. L. P. Chen Huaqi Qiu Wenjia Bai Daniel Rueckert 20 31 0 08 Jun 2020
Flexible Bayesian Modelling for Nonlinear Image Registration Mikael Brudfors Yael Balbastre G. Flandin P. Nachev John Ashburner MedIm 6 18 0 03 Jun 2020
Anatomical Predictions using Subject-Specific Medical Data Marianne Rakic John Guttag Adrian V. Dalca 3DH MedIm 15 1 0 29 May 2020
Tackling the Problem of Large Deformations in Deep Learning Based Medical Image Registration Using Displacement Embeddings Lasse Hansen M. Heinrich MedIm 12 9 0 27 May 2020
JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-Modal Image Alignment of Large-scale Pathological CT Scans Fengze Liu Jinzheng Cai Yuankai Huo Chi-Tung Cheng Ashwin Raju ... Jing Xiao Alan Yuille Le Lu Chien-Hung Liao Adam P. Harrison 3DV 27 21 0 25 May 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 D. Shen 31 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 29 14 0 15 May 2020
Towards segmentation and spatial alignment of the human embryonic brain using deep learning for atlas-based registration W. Bastiaansen M. Rousian R. Steegers-Theunissen W. Niessen A. Koning S. Klein 17 7 0 13 May 2020
AlignShift: Bridging the Gap of Imaging Thickness in 3D Anisotropic Volumes Jiancheng Yang Yi He Xiaoyang Huang Jingwei Xu X. Ye G. Tao Bingbing Ni MedIm 6 17 0 05 May 2020
Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and Beyond Risheng Liu Zi Li Xin-Yue Fan Chenying Zhao Hao Huang Zhongxuan Luo 3DH 11 32 0 30 Apr 2020
SynthMorph: learning contrast-invariant registration without acquired images Malte Hoffmann Benjamin Billot Douglas N. Greve Juan Eugenio Iglesias Bruce Fischl Adrian V. Dalca MedIm 8 146 0 21 Apr 2020
Fast GPU 3D Diffeomorphic Image Registration Malte Brunn Naveen Himthani George Biros Miriam Mehl Andreas Mang 3DH 75 27 0 19 Apr 2020
Unsupervised Deformable Medical Image Registration via Pyramidal Residual Deformation Fields Estimation Yujia Zhou Shumao Pang Jun Cheng Yuhang Sun Yi Wu Lei Zhao Yaqin Liu Zhentai Lu Wei Yang Qianjin Feng OOD MedIm 10 2 0 16 Apr 2020
Cortical surface registration using unsupervised learning Jieyu Cheng Adrian V. Dalca Bruce Fischl Lilla Zöllei 13 33 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 11 20 0 07 Apr 2020
DeepFLASH: An Efficient Network for Learning-based Medical Image Registration Jian Wang Miaomiao Zhang FedML MedIm 8 61 0 05 Apr 2020
A Survey of Deep Learning for Scientific Discovery M. Raghu Erica Schmidt OOD AI4CE 35 120 0 26 Mar 2020
Registration by tracking for sequential 2D MRI N. Gunnarsson Jens Sjölund Thomas B. Schon 9 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 6 2 0 18 Mar 2020
LT-Net: Label Transfer by Learning Reversible Voxel-wise Correspondence for One-shot Medical Image Segmentation Shuxin Wang Shilei Cao Dong Wei Renzhen Wang Kai Ma Liansheng Wang Deyu Meng Yefeng Zheng 9 54 0 16 Mar 2020
A Learning Strategy for Contrast-agnostic MRI Segmentation Benjamin Billot Douglas N. Greve Koen van Leemput Bruce Fischl Juan Eugenio Iglesias Adrian V. Dalca 11 76 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 8 1 0 28 Feb 2020
Medical Image Registration Using Deep Neural Networks: A Comprehensive Review H. R. Boveiri R. Khayami R. Javidan A. MehdiZadeh 112 134 0 09 Feb 2020