A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration

17 September 2018

Ivana Isgum

Papers citing "A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration"

36 / 186 papers shown

Title
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 29 21 0 25 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 37 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 22 7 0 13 May 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 21 147 0 21 Apr 2020
Single Pair Cross-Modality Super Resolution Guy Shacht Sharon Fogel Dov Danon Daniel Cohen-Or Ilya Leizerson SupR 21 0 0 21 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 18 2 0 16 Apr 2020
Cortical surface registration using unsupervised learning Jieyu Cheng Adrian V. Dalca Bruce Fischl Lilla Zöllei 24 33 0 09 Apr 2020
Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks Tony C. W. Mok Albert C. S. Chung MedIm 53 202 0 20 Mar 2020
Medical Image Registration Using Deep Neural Networks: A Comprehensive Review H. R. Boveiri R. Khayami R. Javidan A. MehdiZadeh 117 134 0 09 Feb 2020
Learning Deformable Registration of Medical Images with Anatomical Constraints Lucas Mansilla Diego H. Milone Enzo Ferrante MedIm 27 80 0 20 Jan 2020
Deep Learning in Medical Image Registration: A Review Yabo Fu Y. Lei Tonghe Wang W. Curran Tian Liu Xiaofeng Yang 43 503 0 27 Dec 2019
Artificial Intelligence in Surgery Xiao-Yun Zhou Yao Guo Mali Shen Guang-Zhong Yang AI4CE 30 5 0 23 Dec 2019
CAI4CAI: The Rise of Contextual Artificial Intelligence in Computer Assisted Interventions Tom Kamiel Magda Vercauteren Mathias Unberath N. Padoy Nassir Navab 24 112 0 20 Oct 2019
Model-Based and Data-Driven Strategies in Medical Image Computing Daniel Rueckert J. Schnabel OOD MedIm AI4CE 28 50 0 23 Sep 2019
mlVIRNET: Multilevel Variational Image Registration Network Alessa Hering Bram van Ginneken Stefan Heldmann 33 65 0 22 Sep 2019
Efficient Prealignment of CT Scans for Registration through a Bodypart Regressor H. Meine Alessa Hering 20 2 0 19 Sep 2019
Learning Deformable Point Set Registration with Regularized Dynamic Graph CNNs for Large Lung Motion in COPD Patients Lasse Hansen Doris Dittmer M. Heinrich 3DPC 19 15 0 17 Sep 2019
3D Convolutional Neural Networks Image Registration Based on Efficient Supervised Learning from Artificial Deformations Hessam Sokooti B. D. de Vos F. Berendsen Mohsen Ghafoorian Sahar Yousefi B. Lelieveldt Ivana Isgum Marius Staring 3DPC MedIm 11 32 0 27 Aug 2019
Communal Domain Learning for Registration in Drifted Image Spaces Awais Mansoor M. Linguraru OOD 15 2 0 20 Aug 2019
Conv2Warp: An unsupervised deformable image registration with continuous convolution and warping Sharib Ali J. Rittscher MedIm 13 13 0 16 Aug 2019
Few Labeled Atlases are Necessary for Deep-Learning-Based Segmentation H. Lee M. Sabuncu Adrian V. Dalca 16 8 0 13 Aug 2019
Recursive Cascaded Networks for Unsupervised Medical Image Registration Shengyu Zhao Yue Dong E. Chang Yan Xu 16 229 0 29 Jul 2019
Closing the Gap between Deep and Conventional Image Registration using Probabilistic Dense Displacement Networks M. Heinrich MedIm 19 84 0 25 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 22 76 0 22 Jul 2019
FIRE: Unsupervised bi-directional inter-modality registration using deep networks Chengjia Wang G. Papanastasiou A. Chartsias Grzegorz Jacenków Sotirios A. Tsaftaris Heye Zhang MedIm 13 15 0 11 Jul 2019
One Shot Learning for Deformable Medical Image Registration and Periodic Motion Tracking T. Fechter D. Baltas 20 78 0 10 Jul 2019
Conditional Segmentation in Lieu of Image Registration Yipeng Hu Eli Gibson D. Barratt M. Emberton J. A. Noble Tom Kamiel Magda Vercauteren 32 22 0 30 Jun 2019
Adversarial optimization for joint registration and segmentation in prostate CT radiotherapy M. Elmahdy J. Wolterink Hessam Sokooti Ivana Išgum Marius Staring MedIm 20 26 0 28 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 24 65 0 25 Apr 2019
Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces Adrian V. Dalca Guha Balakrishnan John Guttag M. Sabuncu MedIm DiffM 38 362 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
Going Deep in Medical Image Analysis: Concepts, Methods, Challenges and Future Directions F. Altaf Syed Mohammed Shamsul Islam Naveed Akhtar N. Janjua OOD 26 200 0 15 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 18 228 0 13 Feb 2019
Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT B. D. de Vos J. Wolterink T. Leiner P. D. de Jong Nikolas Lessmann Ivana Isgum 18 86 0 12 Feb 2019
A Black-box Attack on Neural Networks Based on Swarm Evolutionary Algorithm Xiaolei Liu Yuheng Luo Xiaosong Zhang Qingxin Zhu AAML 24 16 0 26 Jan 2019
An overview of deep learning in medical imaging focusing on MRI A. Lundervold A. Lundervold OOD 8 1,605 0 25 Nov 2018