A survey on deep learning in medical image registration: new technologies, uncertainty, evaluation metrics, and beyond

28 July 2023

Papers citing "A survey on deep learning in medical image registration: new technologies, uncertainty, evaluation metrics, and beyond"

31 / 31 papers shown

Title
IMPACT: A Generic Semantic Loss for Multimodal Medical Image Registration Valentin Boussot Cédric Hémon Jean-Claude Nunes Jason Downling Simon Rouzé Caroline Lafond Anaïs Barateau Jean-Louis Dillenseger 41 0 0 31 Mar 2025
Reliable Radiologic Skeletal Muscle Area Assessment -- A Biomarker for Cancer Cachexia Diagnosis Sabeen Ahmed Nathan Parker Margaret Park Daniel Jeong Lauren Peres ... Jennifer B. Permuth Erin Siegel M. Schabath Yasin Yilmaz Ghulam Rasool 27 0 0 19 Mar 2025
Spatial regularisation for improved accuracy and interpretability in keypoint-based registration Benjamin Billot Ramya Muthukrishnan Esra Abaci Turk Ellen Grant N. Ayache H. Delingette Polina Golland 3DPC 56 1 0 06 Mar 2025
Advancing Deformable Medical Image Registration with Multi-axis Cross-covariance Attention Mingyuan Meng M. Fulham Lei Bi Jinman Kim OOD ViT MedIm 27 0 0 24 Dec 2024
CTARR: A fast and robust method for identifying anatomical regions on CT images via atlas registration Thomas Buddenkotte R. Opfer Julia Kruger Alessa Hering Mireia Crispin-Ortuzar 28 0 0 03 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 38 7 0 01 Aug 2024
Vector Field Attention for Deformable Image Registration Yihao Liu Junyu Chen Lianrui Zuo A. Carass Jerry L. Prince 26 4 0 14 Jul 2024
From Registration Uncertainty to Segmentation Uncertainty Junyu Chen Yihao Liu Shuwen Wei Zhangxing Bian A. Carass Yong Du UQCV 18 2 0 08 Mar 2024
Local Feature Matching Using Deep Learning: A Survey Shibiao Xu Shunpeng Chen Rongtao Xu Changwei Wang Peng Lu Li Guo ObjD 24 30 0 31 Jan 2024
Is Registering Raw Tagged-MR Enough for Strain Estimation in the Era of Deep Learning? Zhangxing Bian A. Alshareef Shuwen Wei Junyu Chen Yuli Wang Jonghye Woo D. L. Pham Jiachen Zhuo A. Carass Jerry L. Prince MedIm 17 2 0 31 Jan 2024
A Survey on Image-text Multimodal Models Ruifeng Guo Jingxuan Wei Linzhuang Sun Khai Le-Duc Guiyong Chang Dawei Liu Sibo Zhang Zhengbing Yao Mingjun Xu Liping Bu VLM 21 5 0 23 Sep 2023
MomentaMorph: Unsupervised Spatial-Temporal Registration with Momenta, Shooting, and Correction Zhangxing Bian Shuwen Wei Yihao Liu Junyu Chen J. Zhuo Fangxu Xing Jonghye Woo A. Carass Jerry L. Prince MedIm 16 2 0 05 Aug 2023
Inverse Consistency by Construction for Multistep Deep Registration Hastings Greer Lin Tian François-Xavier Vialard Roland Kwitt Sylvain Bouix Raúl San José Estépar Richard Jarrett Rushmore Marc Niethammer MedIm 19 9 0 28 Apr 2023
Spatially-varying Regularization with Conditional Transformer for Unsupervised Image Registration Junyu Chen Yihao Liu Yufan He Yong Du ViT MedIm 19 4 0 10 Mar 2023
MetaMorph: Learning Metamorphic Image Transformation With Appearance Changes Jian Wang Jiarui Xing Jason Druzgal W. Wells Miaomiao Zhang MedIm 26 4 0 08 Mar 2023
CAS-Net: Conditional Atlas Generation and Brain Segmentation for Fetal MRI Liu Li Qiang Ma Matthew Sinclair A. Makropoulos Joseph V. Hajnal A. Edwards Bernhard Kainz Daniel Rueckert A. Alansary 16 8 0 17 May 2022
Weakly-supervised Biomechanically-constrained CT/MRI Registration of the Spine Bailiang Jian Mohammad Farid Azampour F. Benetti Johannes Oberreuter Christina Bukas ... Anna-Sophia Dietrich Jon F Rischewski Jan S. Kirschke Nassir Navab T. Wendler 21 7 0 16 May 2022
Fast 3D registration with accurate optimisation and little learning for Learn2Reg 2021 H. Siebert Lasse Hansen M. Heinrich 3DPC 3DH 23 51 0 06 Dec 2021
Joint Progressive and Coarse-to-fine Registration of Brain MRI via Deformation Field Integration and Non-Rigid Feature Fusion Jinxin Lv Zhiwei Wang Hongkuan Shi Haobo Zhang Sheng Wang Yilang Wang Qiang Li 26 37 0 25 Sep 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 40 29 0 07 Aug 2021
Semantic similarity metrics for learned image registration Steffen Czolbe Oswin Krause Aasa Feragen 21 12 0 20 Apr 2021
HyperMorph: Amortized Hyperparameter Learning for Image Registration Andrew Hoopes Malte Hoffmann Bruce Fischl John Guttag Adrian V. Dalca 29 104 0 04 Jan 2021
Contrastive Representation Learning: A Framework and Review Phúc H. Lê Khắc Graham Healy A. Smeaton SSL AI4TS 149 670 0 10 Oct 2020
Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks Tony C. W. Mok Albert C. S. Chung MedIm 50 197 0 20 Mar 2020
Dual-Stream Pyramid Registration Network Miao Kang Xiaojun Hu Weilin Huang Matthew R. Scott M. Reyes 3DPC MedIm 119 112 0 26 Sep 2019
Bilevel Programming for Hyperparameter Optimization and Meta-Learning Luca Franceschi P. Frasconi Saverio Salzo Riccardo Grazzi Massimiliano Pontil 99 714 0 13 Jun 2018
Learning Deep Similarity Metric for 3D MR-TRUS Registration Grant Haskins J. Kruecker Uwe Krüger Sheng Xu Peter A. Pinto B. Wood Pingkun Yan 99 114 0 12 Jun 2018
Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences C. Qin Wenjia Bai Jo Schlemper S. Petersen Stefan K. Piechnik S. Neubauer Daniel Rueckert MedIm 40 156 0 11 Jun 2018
A Learned Representation For Artistic Style Vincent Dumoulin Jonathon Shlens M. Kudlur GAN 210 1,153 0 24 Oct 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 247 9,042 0 06 Jun 2015
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 124 7,284 0 05 Jun 2015