BIRNet: Brain Image Registration Using Dual-Supervised Fully Convolutional Networks

13 February 2018

Papers citing "BIRNet: Brain Image Registration Using Dual-Supervised Fully Convolutional Networks"

42 / 42 papers shown

Title
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 59 1 0 06 Mar 2025
Virtual Mines -- Component-level recycling of printed circuit boards using deep learning Muhammad Mohsin S. Rovetta F. Masulli Alberto Cabri 22 3 0 24 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 29 3 0 22 May 2024
Medical Image Registration and Its Application in Retinal Images: A Review Qiushi Nie Xiaoqing Zhang Yan Hu Mingdao Gong Jiang-Dong Liu 45 3 0 25 Mar 2024
QUIZ: An Arbitrary Volumetric Point Matching Method for Medical Image Registration Lin Liu Xinxin Fan Haoyang Liu Chulong Zhang Weibin Kong Jingjing Dai Yuming Jiang Yaoqin Xie Xiaokun Liang 14 4 0 30 Sep 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 14 1 0 02 Sep 2023
Explainable unsupervised multi-modal image registration using deep networks Chengjia Wang G. Papanastasiou 15 0 0 03 Aug 2023
CartiMorph: a framework for automated knee articular cartilage morphometrics Yongcheng Yao Jun-Wu Zhong Lu Zhang Sheheryar Khan Weitian Chen 22 3 0 03 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 39 36 0 28 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 23 5 0 06 Jul 2023
A Robust and Interpretable Deep Learning Framework for Multi-modal Registration via Keypoints Alan Q. Wang Evan M. Yu Adrian V. Dalca M. Sabuncu 26 21 0 19 Apr 2023
Regional Deep Atrophy: a Self-Supervised Learning Method to Automatically Identify Regions Associated With Alzheimer's Disease Progression From Longitudinal MRI M. Dong L. Xie Sandhitsu R. Das Jiancong Wang L. Wisse Robin DeFlores David A. Wolk Paul Yushkevich 6 1 0 10 Apr 2023
Learning Homeomorphic Image Registration via Conformal-Invariant Hyperelastic Regularisation Jing Zou Noémie Debroux Lihao Liu Jing Qin Carola-Bibiane Schönlieb Angelica I Aviles-Rivero MedIm 16 2 0 14 Mar 2023
Deep Learning for Medical Image Registration: A Comprehensive Review Subrato Bharati M. Rubaiyat Hossain Mondal Prajoy Podder V. B. Surya Prasath MedIm 13 27 0 24 Apr 2022
GATE: Graph CCA for Temporal SElf-supervised Learning for Label-efficient fMRI Analysis Liang Peng Nan Wang Jie Xu Xiao-lan Zhu Xiaoxiao Li 29 33 0 17 Mar 2022
Unsupervised Image Registration Towards Enhancing Performance and Explainability in Cardiac And Brain Image Analysis Chengjia Wang Guang Yang G. Papanastasiou 13 5 0 07 Mar 2022
Coordinate Translator for Learning Deformable Medical Image Registration Yihao Liu Lianrui Zuo Shuo Han Yuan Xue Jerry L. Prince A. Carass MedIm 19 38 0 05 Mar 2022
Cross-Modality Multi-Atlas Segmentation via Deep Registration and Label Fusion Wangbin Ding Lei Li Xiahai Zhuang Liqin Huang 14 20 0 04 Feb 2022
Dual-Flow Transformation Network for Deformable Image Registration with Region Consistency Constraint Xinke Ma Yibo Yang Yong-quan Xia Dacheng Tao MedIm 11 0 0 04 Dec 2021
LDDMM meets GANs: Generative Adversarial Networks for diffeomorphic registration Ubaldo Ramon Monica Hernandez Elvira Mayordomo GAN 8 5 0 24 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 19 25 0 04 Oct 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 32 39 0 25 Sep 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 18 569 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 13 20 0 05 May 2021
Deep Convolutional Neural Network for Non-rigid Image Registration Eduard F. Durech MedIm 11 0 0 24 Apr 2021
Enhancing Medical Image Registration via Appearance Adjustment Networks Mingyuan Meng Lei Bi M. Fulham D. Feng Jinman Kim MedIm 18 18 0 09 Mar 2021
Multi-phase Deformable Registration for Time-dependent Abdominal Organ Variations Seyoun Park Elliot K. Fishman Alan Yuille 16 0 0 08 Mar 2021
FDRN: A Fast Deformable Registration Network for Medical Images Kaicong Sun S. Simon MedIm 9 13 0 04 Nov 2020
F3RNet: Full-Resolution Residual Registration Network for Deformable Image Registration Zhe Xu Jie Luo Jiangpeng Yan Xiu Li J. Jayender MedIm 6 3 0 15 Sep 2020
Cross-Modality Multi-Atlas Segmentation Using Deep Neural Networks Wangbin Ding Lei Li Xiahai Zhuang Liqin Huang 18 16 0 15 Aug 2020
Dual Convolutional Neural Networks for Breast Mass Segmentation and Diagnosis in Mammography Heyi Li Dongdong Chen W. Nailon Mike E. Davies Dave Laurenson 8 51 0 07 Aug 2020
Flexible Bayesian Modelling for Nonlinear Image Registration Mikael Brudfors Yael Balbastre G. Flandin P. Nachev John Ashburner MedIm 6 18 0 03 Jun 2020
M2Net: Multi-modal Multi-channel Network for Overall Survival Time Prediction of Brain Tumor Patients Tao Zhou H. Fu Yu Zhang Changqing Zhang Xiankai Lu Jianbing Shen Ling Shao 36 21 0 01 Jun 2020
A Cross-Stitch Architecture for Joint Registration and Segmentation in Adaptive Radiotherapy Laurens Beljaards M. Elmahdy F. Verbeek Marius Staring 3DV 20 15 0 17 Apr 2020
Medical Image Registration Using Deep Neural Networks: A Comprehensive Review H. R. Boveiri R. Khayami R. Javidan A. MehdiZadeh 112 134 0 09 Feb 2020
Deep Learning in Medical Image Registration: A Review Yabo Fu Y. Lei Tonghe Wang W. Curran Tian Liu Xiaofeng Yang 35 503 0 27 Dec 2019
Artificial Intelligence in Surgery Xiao-Yun Zhou Yao Guo Mali Shen Guang-Zhong Yang AI4CE 14 5 0 23 Dec 2019
Image-and-Spatial Transformer Networks for Structure-Guided Image Registration Matthew C. H. Lee Ozan Oktay A. Schuh M. Schaap Ben Glocker MedIm ViT 14 76 0 22 Jul 2019
One Shot Learning for Deformable Medical Image Registration and Periodic Motion Tracking T. Fechter D. Baltas 13 78 0 10 Jul 2019
Deep Learning in Medical Image Registration: A Survey Grant Haskins Uwe Krüger Pingkun Yan MedIm 24 585 0 05 Mar 2019
Learning a Probabilistic Model for Diffeomorphic Registration Julian Krebs H. Delingette B. Mailhé N. Ayache Tommaso Mansi DiffM MedIm 15 192 0 18 Dec 2018
Fast Learning-based Registration of Sparse 3D Clinical Images Kathleen M. Lewis N. Rost John Guttag Adrian V. Dalca 11 5 0 17 Dec 2018