Label-driven weakly-supervised learning for multimodal deformable image registration

5 November 2017

Tom Kamiel Magda Vercauteren

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Papers citing "Label-driven weakly-supervised learning for multimodal deformable image registration"

49 / 49 papers shown

Title
UWarp: A Whole Slide Image Registration Pipeline to Characterize Scanner-Induced Local Domain Shift Antoine Schieb Bilal Hadjadji Daniel Tshokola Mweze Natalia Fernanda Valderrama V. Derangère L. Arnould S. Ladoire A. Lalande Louis-Oscar Morel Nathan Vinçon OOD 84 0 0 26 Mar 2025
SAMReg: SAM-enabled Image Registration with ROI-based Correspondence Shiqi Huang Tingfa Xu Z. Shen Shaheer U. Saeed Wen Yan D. Barratt Yipeng Hu 31 1 0 17 Oct 2024
Stationary Velocity Fields on Matrix Groups for Deformable Image Registration Johannes Bostelmann Ole Gildemeister Jan Lellmann 19 0 0 14 Oct 2024
Multimodal Deformable Image Registration for Long-COVID Analysis Based on Progressive Alignment and Multi-perspective Loss Jiahua Li James T. Grist Fergus V. Gleeson Bartłomiej W. Papież 42 0 0 21 Jun 2024
BrainMorph: A Foundational Keypoint Model for Robust and Flexible Brain MRI Registration Alan Q. Wang Rachit Saluja Heejong Kim Xinzi He Adrian V. Dalca M. Sabuncu 37 3 0 22 May 2024
Weakly supervised alignment and registration of MR-CT for cervical cancer radiotherapy Jjahao Zhang Yin Gu Deyu Sun Yuhua Gao Ming Gao Ming Cui Teng Zhang He Ma 45 0 0 21 May 2024
Semi-weakly-supervised neural network training for medical image registration Yiwen Li Yunguan Fu Iani J. M. B. Gayo Qianye Yang Zhe Min ... M. Emberton Matthew J. Clarkson D. Barratt V. Prisacariu Yipeng Hu 22 1 0 16 Feb 2024
PatchMorph: A Stochastic Deep Learning Approach for Unsupervised 3D Brain Image Registration with Small Patches Henrik Skibbe Michal Byra A. Watakabe Tetsuo Yamamori M. Reisert MedIm 3DV 3DPC 27 0 0 12 Dec 2023
TRUSTED: The Paired 3D Transabdominal Ultrasound and CT Human Data for Kidney Segmentation and Registration Research William Ndzimbong Cyril Fourniol Loic Themyr Nicolas Thome Yvonne Keeza ... J. Marescaux Daniel George Didier Mutter Alexandre Hostettler Toby Collins 23 0 0 19 Oct 2023
Multi-scale, Data-driven and Anatomically Constrained Deep Learning Image Registration for Adult and Fetal Echocardiography M. Hasan Haobo Zhu Guang Yang Choon Hwai Yap 24 1 0 02 Sep 2023
A survey on deep learning in medical image registration: new technologies, uncertainty, evaluation metrics, and beyond Junyu Chen Yihao Liu Shuwen Wei Zhangxing Bian Shalini Subramanian A. Carass Jerry L. Prince Yong Du OOD 45 36 0 28 Jul 2023
A Robust and Interpretable Deep Learning Framework for Multi-modal Registration via Keypoints Alan Q. Wang Evan M. Yu Adrian Dalca M. Sabuncu 28 21 0 19 Apr 2023
Retrospective Motion Correction in Gradient Echo MRI by Explicit Motion Estimation Using Deep CNNs M. S. Feinler B. Hahn MedIm 18 5 0 30 Mar 2023
Spatial Correspondence between Graph Neural Network-Segmented Images Qian Li Yunguan Fu Qianye Yang Z. Du Hongjian Yu Yipeng Hu 23 1 0 12 Mar 2023
Anatomy-aware and acquisition-agnostic joint registration with SynthMorph Malte Hoffmann Andrew Hoopes Douglas N. Greve Bruce Fischl Adrian Dalca MedIm 49 16 0 26 Jan 2023
Unsupervised Echocardiography Registration through Patch-based MLPs and Transformers Zihao Wang Yingyu Yang Maxime Sermesant H. Delingette ViT MedIm 23 5 0 21 Nov 2022
The use of deep learning in interventional radiotherapy (brachytherapy): a review with a focus on open source and open data T. Fechter I. Sachpazidis D. Baltas OOD AI4CE 47 5 0 16 May 2022
Deep Learning for Medical Image Registration: A Comprehensive Review Subrato Bharati M. Rubaiyat Hossain Mondal Prajoy Podder V. B. Surya Prasath MedIm 13 28 0 24 Apr 2022
Affine Medical Image Registration with Coarse-to-Fine Vision Transformer Tony C. W. Mok Albert C. S. Chung ViT MedIm 34 61 0 29 Mar 2022
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
The Impact of Machine Learning on 2D/3D Registration for Image-guided Interventions: A Systematic Review and Perspective Mathias Unberath Cong Gao Yicheng Hu Max Judish Russell H. Taylor Mehran Armand Robert Grupp 29 66 0 04 Aug 2021
Atlas-Based Segmentation of Intracochlear Anatomy in Metal Artifact Affected CT Images of the Ear with Co-trained Deep Neural Networks Jianing Wang D. Su Yubo Fan Srijata Chakravorti J. Noble Benoit M. Dawant MedIm 26 1 0 08 Jul 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
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
Joint Registration and Segmentation via Multi-Task Learning for Adaptive Radiotherapy of Prostate Cancer M. Elmahdy Laurens Beljaards Sahar Yousefi Hessam Sokooti F. Verbeek U. A. van der Heide Marius Staring 27 20 0 05 May 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
Learning Multi-Modal Volumetric Prostate Registration with Weak Inter-Subject Spatial Correspondence Oleksii Bashkanov Anneke Meyer D. Schindele M. Schostak Klaus D. Tönnies C. Hansen Marko Rak 22 7 0 09 Feb 2021
D-Net: Siamese based Network with Mutual Attention for Volume Alignment Jian-Qing Zheng N. Lim B. Papież MedIm 17 0 0 25 Jan 2021
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 23 20 0 28 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
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
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
SynthMorph: learning contrast-invariant registration without acquired images Malte Hoffmann Benjamin Billot Douglas N. Greve Juan Eugenio Iglesias Bruce Fischl Adrian Dalca MedIm 21 149 0 21 Apr 2020
Medical Image Registration Using Deep Neural Networks: A Comprehensive Review H. R. Boveiri R. Khayami R. Javidan A. MehdiZadeh 117 135 0 09 Feb 2020
mlVIRNET: Multilevel Variational Image Registration Network Alessa Hering Bram van Ginneken Stefan Heldmann 38 66 0 22 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 19 32 0 27 Aug 2019
A hybrid deep learning framework for integrated segmentation and registration: evaluation on longitudinal white matter tract changes Bo-wen Li W. Niessen S. Klein M. Groot M. Ikram Meike W. Vernooij Esther E. Bron 16 26 0 26 Aug 2019
Metric Learning for Image Registration Marc Niethammer Roland Kwitt François-Xavier Vialard MedIm 14 77 0 21 Apr 2019
Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces Adrian 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 29 200 0 15 Feb 2019
MMFNet: A Multi-modality MRI Fusion Network for Segmentation of Nasopharyngeal Carcinoma Huai Chen Yuxiao Qi Yong Yin TengXiang Li Xiaoqing Liu Xiuli Li G. Gong Lisheng Wang MedIm 22 70 0 25 Dec 2018
Weakly-Supervised Learning of Metric Aggregations for Deformable Image Registration Enzo Ferrante P. Dokania Rafael Marini Silva Nikos Paragios 19 22 0 24 Sep 2018
A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration B. D. de Vos F. Berendsen M. Viergever Hessam Sokooti Marius Staring Ivana Isgum MedIm 25 675 0 17 Sep 2018
VoxelMorph: A Learning Framework for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian Dalca MedIm 74 1,544 0 14 Sep 2018
Weakly-Supervised Convolutional Neural Networks for Multimodal Image Registration Yipeng Hu Marc Modat Eli Gibson Wenqi Li N. Ghavami ... M. Emberton Sébastien Ourselin J. A. Noble D. Barratt Tom Kamiel Magda Vercauteren 57 381 0 09 Jul 2018
Adversarial Deformation Regularization for Training Image Registration Neural Networks Yipeng Hu Eli Gibson N. Ghavami E. Bonmati C. Moore M. Emberton Tom Kamiel Magda Vercauteren J. A. Noble D. Barratt MedIm GAN 20 72 0 27 May 2018
Adversarial Image Registration with Application for MR and TRUS Image Fusion Pingkun Yan Sheng Xu A. Rastinehad B. Wood GAN MedIm 8 84 0 30 Apr 2018
BIRNet: Brain Image Registration Using Dual-Supervised Fully Convolutional Networks Jingfan Fan Xiaohuan Cao P. Yap Dinggang Shen 30 252 0 13 Feb 2018