Quicksilver: Fast Predictive Image Registration - a Deep Learning Approach

31 March 2017

Papers citing "Quicksilver: Fast Predictive Image Registration - a Deep Learning Approach"

50 / 83 papers shown

Title
Implicit Neural Representations for Registration of Left Ventricle Myocardium During a Cardiac Cycle Mathias Micheelsen Lowes Jonas Jalili Pedersen Bjørn S. Hansen Klaus Kofoed Maxime Sermesant Rasmus Paulsen 41 0 0 13 Jan 2025
Hierarchical Uncertainty Estimation for Learning-based Registration in Neuroimaging Xiaoling Hu Karthik Gopinath Peirong Liu Malte Hoffmann Koen van Leemput Oula Puonti J. Iglesias OOD UQCV 48 0 0 11 Oct 2024
multiGradICON: A Foundation Model for Multimodal Medical Image Registration Basar Demir Lin Tian Hastings Greer Roland Kwitt François-Xavier Vialard R. Estépar Sylvain Bouix Richard Jarrett Rushmore Ebrahim Ebrahim Marc Niethammer OOD MedIm 53 8 0 01 Aug 2024
CARL: A Framework for Equivariant Image Registration Hastings Greer Lin Tian François-Xavier Vialard Roland Kwitt R. Estépar Marc Niethammer 3DPC MedIm 40 0 0 27 May 2024
Fast Diffeomorphic Image Registration using Patch based Fully Convolutional Networks Jiong Wu Shuang Zhou Li Lin Xin Eric Wang Wenxue Tan MedIm 43 1 0 05 Apr 2024
Medical Image Registration and Its Application in Retinal Images: A Review Qiushi Nie Xiaoqing Zhang Yan Hu Mingdao Gong Jiang-Dong Liu 48 3 0 25 Mar 2024
Brain-ID: Learning Contrast-agnostic Anatomical Representations for Brain Imaging Peirong Liu Oula Puonti Xiaoling Hu Daniel C. Alexander Juan Eugenio Iglesias MedIm OOD 42 7 0 28 Nov 2023
Application-driven Validation of Posteriors in Inverse Problems T. Adler Jan-Hinrich Nolke Annika Reinke M. Tizabi Sebastian Gruber ... Lynton Ardizzone Paul F. Jaeger Florian Buettner Ullrich Kothe Lena Maier-Hein MedIm 40 1 0 18 Sep 2023
On-the-Fly Guidance Training for Medical Image Registration Yuelin Xin Yicheng Chen Shengxiang Ji Kun Han Xiaohui Xie OOD 39 1 0 29 Aug 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 48 36 0 28 Jul 2023
Towards Saner Deep Image Registration Bin Duan Ming Zhong Yan Yan MedIm 24 2 0 19 Jul 2023
Fourier-Net+: Leveraging Band-Limited Representation for Efficient 3D Medical Image Registration Xinlei Jia A. Thorley A. Gómez Wenqi Lu D. Kotecha Jinming Duan 34 5 0 06 Jul 2023
FD-Net: An Unsupervised Deep Forward-Distortion Model for Susceptibility Artifact Correction in EPI Abdallah Zaid Alkilani Tolga Çukur E. Saritas MedIm AAML 28 4 0 18 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
ABN: Anti-Blur Neural Networks for Multi-Stage Deformable Image Registration Yao Su Xin Dai Lifang He Xiangnan Kong MedIm 13 4 0 06 Dec 2022
Automatic classification of deformable shapes Hossein Dabirian Radmir Sultamuratov James Herring Carlos El Tallawi W. Zoghbi Andreas Mang R. Azencott 32 1 0 04 Nov 2022
Learning shape distributions from large databases of healthy organs: applications to zero-shot and few-shot abnormal pancreas detection Rebeca Vétil Clément Abi-Nader Alexandre Bône M. Vullierme Marc-Michel Rohé Pietro Gori Isabelle Bloch 21 2 0 21 Oct 2022
Image warp preserving content intensity E. Segre 11 1 0 13 Jul 2022
SuperWarp: Supervised Learning and Warping on U-Net for Invariant Subvoxel-Precise Registration Sean I. Young Yael Balbastre Adrian Dalca W. Wells Juan Eugenio Iglesias Bruce Fischl 24 8 0 15 May 2022
Learning the Effect of Registration Hyperparameters with HyperMorph Andrew Hoopes Malte Hoffmann Douglas N. Greve Bruce Fischl John Guttag Adrian Dalca 32 39 0 30 Mar 2022
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
Towards Positive Jacobian: Learn to Postprocess Diffeomorphic Image Registration with Matrix Exponential Soumyadeep Pal Matthew Tennant Nilanjan Ray MedIm 26 2 0 01 Feb 2022
A training-free recursive multiresolution framework for diffeomorphic deformable image registration A. Sheikhjafari M. Noga K. Punithakumar Nilanjan Ray MedIm 16 3 0 01 Feb 2022
Hybrid Atlas Building with Deep Registration Priors Nian Wu Jian Wang Miaomiao Zhang Guixu Zhang Chaomin Shen Yaxin Peng 18 3 0 13 Dec 2021
DiffuseMorph: Unsupervised Deformable Image Registration Using Diffusion Model Boah Kim Inhwa Han Jong Chul Ye MedIm DiffM 27 64 0 09 Dec 2021
TransMorph: Transformer for unsupervised medical image registration Junyu Chen Eric C. Frey Yufan He W. Paul Segars Ye Li Yong Du ViT MedIm 41 307 0 19 Nov 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 37 6 0 30 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
NODEO: A Neural Ordinary Differential Equation Based Optimization Framework for Deformable Image Registration Yifan Wu Tom Z. Jiahao Jiancong Wang Paul Yushkevich M. Hsieh J. Gee MedIm 46 29 0 07 Aug 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
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
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 20 574 0 27 May 2021
DDR-Net: Dividing and Downsampling Mixed Network for Diffeomorphic Image Registration Ankita Joshi Yi Hong 22 0 0 24 May 2021
ICON: Learning Regular Maps Through Inverse Consistency Hastings Greer Roland Kwitt François-Xavier Vialard Marc Niethammer 19 24 0 10 May 2021
Generative Adversarial Registration for Improved Conditional Deformable Templates Neel Dey Mengwei Ren Adrian Dalca Guido Gerig GAN MedIm 27 34 0 07 May 2021
Semantic similarity metrics for learned image registration Steffen Czolbe Oswin Krause Aasa Feragen 33 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
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
HyperMorph: Amortized Hyperparameter Learning for Image Registration Andrew Hoopes Malte Hoffmann Bruce Fischl John Guttag Adrian Dalca 44 128 0 04 Jan 2021
INSPIRE: Intensity and spatial information-based deformable image registration Johan Öfverstedt Joakim Lindblad Natavsa Sladoje 23 3 0 14 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
FDRN: A Fast Deformable Registration Network for Medical Images Kaicong Sun S. Simon MedIm 24 13 0 04 Nov 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
Exploring Intensity Invariance in Deep Neural Networks for Brain Image Registration Hassan Mahmood Asim Iqbal S. Islam 21 3 0 21 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
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 58 627 0 02 Aug 2020
SDCT-AuxNet $^θ$ : DCT Augmented Stain Deconvolutional CNN with Auxiliary Classifier for Cancer Diagnosis S. Gehlot Anubha Gupta Ritu Gupta MedIm 14 54 0 30 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