FAIM -- A ConvNet Method for Unsupervised 3D Medical Image Registration

22 November 2018

Papers citing "FAIM -- A ConvNet Method for Unsupervised 3D Medical Image Registration"

29 / 29 papers shown

Title
Tetrahedron-Net for Medical Image Registration Jinhai Xiang Shuai Guo Qianru Han Dantong Shi Xinwei He Xiang Bai 3DV 52 0 0 07 May 2025
Impact of Initialization on Intra-subject Pediatric Brain MR Image Registration: A Comparative Analysis between SyN ANTs and Deep Learning-Based Approaches Andjela Dimitrijevic V. Noblet B. Leener 27 0 0 28 Jun 2024
Correlation-aware Coarse-to-fine MLPs for Deformable Medical Image Registration Mingyuan Meng Da-wei Feng Lei Bi Jinman Kim ViT MedIm 30 16 0 31 May 2024
AutoFuse: Automatic Fusion Networks for Deformable Medical Image Registration Mingyuan Meng M. Fulham Da-wei Feng Lei Bi Jinman Kim MedIm 21 4 0 11 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
Non-iterative Coarse-to-fine Transformer Networks for Joint Affine and Deformable Image Registration Mingyuan Meng Lei Bi M. Fulham D. Feng Jinman Kim ViT MedIm 18 24 0 07 Jul 2023
Brain Tumor Sequence Registration with Non-iterative Coarse-to-fine Networks and Dual Deep Supervision Mingyuan Meng Lei Bi D. Feng Jinman Kim 6 10 0 15 Nov 2022
Deformer: Towards Displacement Field Learning for Unsupervised Medical Image Registration Jiashun Chen Donghuan Lu Yu Zhang Dong Wei Munan Ning Xinyu Shi Zhe Xu Yefeng Zheng ViT MedIm 24 23 0 07 Jul 2022
Non-iterative Coarse-to-fine Registration based on Single-pass Deep Cumulative Learning Mingyuan Meng Lei Bi D. Feng Jinman Kim 17 33 0 25 Jun 2022
Deep Learning based Direct Segmentation Assisted by Deformable Image Registration for Cone-Beam CT based Auto-Segmentation for Adaptive Radiotherapy Xiao Liang H. Morgan T. Bai M. Dohopolski D. Nguyen Steve B. Jiang 20 7 0 07 Jun 2022
Region Specific Optimization (RSO)-based Deep Interactive Registration T. Bai Muhan Lin Xiao Liang Biling Wang M. Dohopolski B. Cai D. Nguyen Steve B. Jiang 13 0 0 08 Mar 2022
Segmentation by Test-Time Optimization (TTO) for CBCT-based Adaptive Radiation Therapy Xiao Liang J. Chun H. Morgan T. Bai D. Nguyen Justin C. Park Steve B. Jiang 14 8 0 08 Feb 2022
Towards Positive Jacobian: Learn to Postprocess Diffeomorphic Image Registration with Matrix Exponential Soumyadeep Pal Matthew Tennant Nilanjan Ray MedIm 21 2 0 01 Feb 2022
MICS : Multi-steps, Inverse Consistency and Symmetric deep learning registration network Théo Estienne Maria Vakalopoulou Enzo Battistella T. Henry Marvin Lerousseau A. Leroy Nikos Paragios Eric Deutsch 18 5 0 23 Nov 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
Exploring Deep Registration Latent Spaces Théo Estienne Maria Vakalopoulou Stergios Christodoulidis Enzo Battistella T. Henry ... A. Leroy G. Chassagnon M. Revel Nikos Paragios Eric Deutsch 17 1 0 23 Jul 2021
Cascaded Feature Warping Network for Unsupervised Medical Image Registration Liutong Zhang Lei Zhou Ruiyang Li Xianyu Wang Boxuan Han Hongen Liao MedIm 6 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
Contrastive Registration for Unsupervised Medical Image Segmentation Lihao Liu Angelica I Aviles-Rivero Carola-Bibiane Schönlieb 21 37 0 17 Nov 2020
Quasiconformal model with CNN features for large deformation image registration H. Law G. Choi K. Lam L. Lui MedIm 16 5 0 30 Oct 2020
MDReg-Net: Multi-resolution diffeomorphic image registration using fully convolutional networks with deep self-supervision Hongming Li Yong-Xian Fan MedIm 24 16 0 04 Oct 2020
F3RNet: Full-Resolution Residual Registration Network for Deformable Image Registration Zhe Xu Jie Luo Jiangpeng Yan Xiu Li J. Jayender MedIm 18 3 0 15 Sep 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 20 60 0 06 Jul 2020
Generalizing Spatial Transformers to Projective Geometry with Applications to 2D/3D Registration Cong Gao Xingtong Liu Wenhao Gu Benjamin Killeen Mehran Armand Russell H. Taylor Mathias Unberath ViT MedIm 19 47 0 24 Mar 2020
When Deep Learning Meets Data Alignment: A Review on Deep Registration Networks (DRNs) Victor Villena-Martinez Sergiu Oprea Marcelo Saval-Calvo J. Azorín-López Andrés Fuster-Guilló Robert B. Fisher 42 32 0 06 Mar 2020
Deep Learning in Medical Image Registration: A Review Yabo Fu Y. Lei Tonghe Wang W. Curran Tian Liu Xiaofeng Yang 40 508 0 27 Dec 2019
Probabilistic Multilayer Regularization Network for Unsupervised 3D Brain Image Registration Lihao Liu Xiaowei Hu Lei Zhu Pheng-Ann Heng 3DPC 3DV MedIm 15 34 0 03 Jul 2019
Deep Learning in Medical Image Registration: A Survey Grant Haskins Uwe Krüger Pingkun Yan MedIm 24 585 0 05 Mar 2019
Fast Learning-based Registration of Sparse 3D Clinical Images Kathleen M. Lewis N. Rost John Guttag Adrian V. Dalca 21 5 0 17 Dec 2018