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"

50 / 186 papers shown

Title
DeepDoseNet: A Deep Learning model for 3D Dose Prediction in Radiation Therapy M. H. Soomro Victor G. L. Alves H. Nourzadeh J. Siebers 33 9 0 29 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 17 7 0 20 Oct 2021
Light-weight Deformable Registration using Adversarial Learning with Distilling Knowledge M. Tran Tuong Khanh Long Do Huy Tran Erman Tjiputra Quang-Dieu Tran Anh Nguyen MedIm 32 25 0 04 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
Identifying partial mouse brain microscopy images from Allen reference atlas using a contrastively learned semantic space Justinas Antanavicius R. Leiras Raghavendra Selvan 33 0 0 14 Sep 2021
NPBDREG: Uncertainty Assessment in Diffeomorphic Brain MRI Registration using a Non-parametric Bayesian Deep-Learning Based Approach Samah Khawaled Moti Freiman UQCV 39 8 0 15 Aug 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
Double-Uncertainty Guided Spatial and Temporal Consistency Regularization Weighting for Learning-based Abdominal Registration Zhe Xu Jie Luo Donghuan Lu Jiangpeng Yan Sarah F. Frisken J. Jagadeesan W. Wells Xiu Li Yefeng Zheng Raymond Kai-Yu Tong 27 16 0 06 Jul 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 25 12 0 14 Jun 2021
Artificial Intelligence in Minimally Invasive Interventional Treatment D. Ruijters 19 1 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
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 37 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
Attention for Image Registration (AiR): an unsupervised Transformer approach Zihao Wang H. Delingette ViT MedIm 25 7 0 05 May 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 30 14 0 20 Apr 2021
Multi-class motion-based semantic segmentation for ureteroscopy and laser lithotripsy Soumya Gupta Sharib Ali L. Goldsmith B. Turney J. Rittscher 55 3 0 02 Apr 2021
Is Image-to-Image Translation the Panacea for Multimodal Image Registration? A Comparative Study Jiahao Lu Johan Öfverstedt Joakim Lindblad Natavsa Sladoje MedIm 24 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
Equivariant Filters for Efficient Tracking in 3D Imaging Daniel Moyer Esra Abaci Turk P. E. Grant W. Wells Polina Golland 3DPC 15 18 0 18 Mar 2021
Cascaded Feature Warping Network for Unsupervised Medical Image Registration Liutong Zhang Lei Zhou Ruiyang Li Xianyu Wang Boxuan Han Hongen Liao MedIm 13 11 0 15 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
Medical Image Segmentation with Limited Supervision: A Review of Deep Network Models Jialin Peng Ye Wang VLM 14 58 0 28 Feb 2021
D-Net: Siamese based Network with Mutual Attention for Volume Alignment Jian-Qing Zheng N. Lim B. Papież MedIm 27 0 0 25 Jan 2021
FlowReg: Fast Deformable Unsupervised Medical Image Registration using Optical Flow Sergiu Mocanu A. Moody A. Khademi MedIm 15 13 0 24 Jan 2021
HyperMorph: Amortized Hyperparameter Learning for Image Registration Andrew Hoopes Malte Hoffmann Bruce Fischl John Guttag Adrian Dalca 44 128 0 04 Jan 2021
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 42 101 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
CNN-based Lung CT Registration with Multiple Anatomical Constraints Alessa Hering Stephanie Häger J. Moltz Nikolas Lessmann Stefan Heldmann Bram van Ginneken 16 63 0 29 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 26 2 0 22 Nov 2020
Contrastive Registration for Unsupervised Medical Image Segmentation Lihao Liu Angelica I Aviles-Rivero Carola-Bibiane Schönlieb 21 37 0 17 Nov 2020
DeepSim: Semantic similarity metrics for learned image registration Steffen Czolbe Oswin Krause Aasa Feragen 23 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 22 32 0 04 Nov 2020
Learning a Generative Motion Model from Image Sequences based on a Latent Motion Matrix Julian Krebs H. Delingette N. Ayache Tommaso Mansi MedIm 33 14 0 03 Nov 2020
Quasiconformal model with CNN features for large deformation image registration H. Law G. Choi K. Lam L. Lui MedIm 21 5 0 30 Oct 2020
Deep learning based registration using spatial gradients and noisy segmentation labels Théo Estienne Maria Vakalopoulou Enzo Battistella Alexandre Carré T. Henry Marvin Lerousseau C. Robert Nikos Paragios Therapanacea 29 15 0 21 Oct 2020
MDReg-Net: Multi-resolution diffeomorphic image registration using fully convolutional networks with deep self-supervision Hongming Li Yong-Xian Fan MedIm 27 16 0 04 Oct 2020
Deep Group-wise Variational Diffeomorphic Image Registration Tycho F. A. van der Ouderaa Ivana Išgum W. Veldhuis B. D. de Vos 16 8 0 01 Oct 2020
F3RNet: Full-Resolution Residual Registration Network for Deformable Image Registration Zhe Xu Jie Luo Jiangpeng Yan Xiu Li J. Jayender MedIm 27 3 0 15 Sep 2020
CycleMorph: Cycle Consistent Unsupervised Deformable Image Registration Boah Kim Dong Hwan Kim S. Park Jieun Kim June-Goo Lee J. C. Ye MedIm 36 204 0 13 Aug 2020
Unsupervised Deep-Learning Based Deformable Image Registration: A Bayesian Framework Samah Khawaled Moti Freiman BDL 23 6 0 10 Aug 2020
A coarse-to-fine framework for unsupervised multi-contrast MR image deformable registration with dual consistency constraint Weijian Huang Hao Yang Xinfeng Liu Cheng Li Ian Zhang Rongpin Wang Hairong Zheng Shanshan Wang MedIm 16 1 0 05 Aug 2020
Deep Complementary Joint Model for Complex Scene Registration and Few-shot Segmentation on Medical Images Yuting He Tiantian Li Guanyu Yang Youyong Kong Yang Chen H. Shu J. Coatrieux J. Dillenseger Shuo Li MedIm 14 24 0 03 Aug 2020
Adversarial Uni- and Multi-modal Stream Networks for Multimodal Image Registration Zhe Xu Jie Luo Jiangpeng Yan Ritvik Pulya Xiu Li W. Wells J. Jagadeesan MedIm 28 60 0 06 Jul 2020
Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid Networks Tony C. W. Mok Albert C. S. Chung MedIm 19 255 0 29 Jun 2020
MvMM-RegNet: A new image registration framework based on multivariate mixture model and neural network estimation Xinzhe Luo Xiahai Zhuang 16 17 0 28 Jun 2020
Tackling the Problem of Large Deformations in Deep Learning Based Medical Image Registration Using Displacement Embeddings Lasse Hansen M. Heinrich MedIm 33 9 0 27 May 2020