Title
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 11 0 0 08 Mar 2022
Residual Aligner Network Jian-Qing Zheng Ziyang Wang Baoru Huang Ngee Han Lim Bartłomiej W. Papież MedIm 30 11 0 07 Mar 2022
WSSAMNet: Weakly Supervised Semantic Attentive Medical Image Registration Network Sahar Almahfouz Nasser Nikhil Cherian Kurian Saqib Nizam Shamsi Mohit Meena A. Sethi 23 2 0 05 Mar 2022
COMPASS: Contrastive Multimodal Pretraining for Autonomous Systems Shuang Ma Sai H. Vemprala Wenshan Wang Jayesh K. Gupta Yale Song Daniel J. McDuff Ashish Kapoor SSL 37 9 0 20 Feb 2022
Semi-supervised Medical Image Segmentation via Geometry-aware Consistency Training Zihang Liu Chunhui Zhao 11 4 0 12 Feb 2022
Cross-Modality Multi-Atlas Segmentation via Deep Registration and Label Fusion Wangbin Ding Lei Li Xiahai Zhuang Liqin Huang 22 20 0 04 Feb 2022
DiffuseMorph: Unsupervised Deformable Image Registration Using Diffusion Model Boah Kim Inhwa Han Jong Chul Ye MedIm DiffM 19 63 0 09 Dec 2021
Embedding Gradient-based Optimization in Image Registration Networks Huaqi Qiu Kerstin Hammernik C. Qin Cheng Chen Daniel Rueckert 32 10 0 07 Dec 2021
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 14 5 0 23 Nov 2021
One-shot Weakly-Supervised Segmentation in Medical Images Wenhui Lei Q. Su Ran Gu Na Wang Xinglong Liu Guotai Wang Xiaofan Zhang Shaoting Zhang 12 2 0 21 Nov 2021
Deformable Registration of Brain MR Images via a Hybrid Loss Luyi Han Haoran Dou Yunzhi Huang P. Yap MedIm 20 6 0 28 Oct 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
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 34 39 0 25 Sep 2021
Real-time multimodal image registration with partial intraoperative point-set data Zachary Michael Cieman Baum Yipeng Hu D. Barratt 3DPC MedIm 12 25 0 10 Sep 2021
End-to-end Ultrasound Frame to Volume Registration Hengtao Guo Xuanang Xu Sheng Xu B. Wood Pingkun Yan MedIm 61 18 0 14 Jul 2021
Cross-modal Attention for MRI and Ultrasound Volume Registration Xin Song Hengtao Guo Xuanang Xu Hanqing Chao Sheng Xu B. Turkbey B. Wood Ge Wang Pingkun Yan ViT 19 59 0 09 Jul 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 16 1 0 08 Jul 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 18 570 0 27 May 2021
A low-rank representation for unsupervised registration of medical images Dengqiang Jia Shangqi Gao Qunlong Chen Xinzhe Luo Xiahai Zhuang 16 1 0 20 May 2021
Unsupervised Multi-Modality Registration Network based on Spatially Encoded Gradient Information Wangbin Ding Lei Li Liqin Huang Xiahai Zhuang MedIm 28 5 0 16 May 2021
LasHeR: A Large-scale High-diversity Benchmark for RGBT Tracking Chenglong Li Wanli Xue Yaqing Jia Zhichen Qu B. Luo Jin Tang Dengdi Sun 3DV 159 161 0 27 Apr 2021
Anatomy-guided Multimodal Registration by Learning Segmentation without Ground Truth: Application to Intraprocedural CBCT/MR Liver Segmentation and Registration Bo Zhou Z. Augenfeld Julius Chapiro S. Kevin Zhou Chi Liu James S. Duncan 25 48 0 14 Apr 2021
Enhancing Medical Image Registration via Appearance Adjustment Networks Mingyuan Meng Lei Bi M. Fulham D. Feng Jinman Kim MedIm 23 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 6 7 0 09 Feb 2021
Morphological Change Forecasting for Prostate Glands using Feature-based Registration and Kernel Density Extrapolation Qianye Yang Tom Kamiel Magda Vercauteren Yunguan Fu F. Giganti N. Ghavami V. Stavrinides C. Moore Matt Clarkson D. Barratt Yipeng Hu MedIm 26 4 0 16 Jan 2021
HyperMorph: Amortized Hyperparameter Learning for Image Registration Andrew Hoopes Malte Hoffmann Bruce Fischl John Guttag Adrian V. Dalca 34 128 0 04 Jan 2021
CNN-based Lung CT Registration with Multiple Anatomical Constraints Alessa Hering Stephanie Häger J. Moltz Nikolas Lessmann Stefan Heldmann Bram van Ginneken 16 62 0 29 Nov 2020
Unsupervised Multimodal Image Registration with Adaptative Gradient Guidance Zhe Xu Jiangpeng Yan Jie Luo Xiu Li J. Jagadeesan MedIm 8 6 0 12 Nov 2020
Unimodal Cyclic Regularization for Training Multimodal Image Registration Networks Zhe Xu Jiangpeng Yan Jie Luo W. Wells Xiu Li J. Jagadeesan OffRL MedIm 14 5 0 12 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 14 32 0 04 Nov 2020
FDRN: A Fast Deformable Registration Network for Medical Images Kaicong Sun S. Simon MedIm 24 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 16 3 0 15 Sep 2020
Longitudinal Image Registration with Temporal-order and Subject-specificity Discrimination Qianye Yang Yunguan Fu F. Giganti N. Ghavami Qingchao Chen J. A. Noble Tom Kamiel Magda Vercauteren D. Barratt Yipeng Hu 25 8 0 29 Aug 2020
Cross-Modality Multi-Atlas Segmentation Using Deep Neural Networks Wangbin Ding Lei Li Xiahai Zhuang Liqin Huang 22 16 0 15 Aug 2020
Multimodality Biomedical Image Registration using Free Point Transformer Networks Zachary Michael Cieman Baum Yipeng Hu D. Barratt MedIm 6 13 0 05 Aug 2020
Deep Complementary Joint Model for Complex Scene Registration and Few-shot Segmentation on Medical Images Yuting He Tiantian Li Guanyu Yang Youyong Kong Yang Chen H. Shu J. Coatrieux J. Dillenseger Shuo Li MedIm 12 24 0 03 Aug 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
MvMM-RegNet: A new image registration framework based on multivariate mixture model and neural network estimation Xinzhe Luo Xiahai Zhuang 16 17 0 28 Jun 2020
Unsupervised learning of multimodal image registration using domain adaptation with projected Earth Move's discrepancies M. Heinrich Lasse Hansen 6 0 0 28 May 2020
Tackling the Problem of Large Deformations in Deep Learning Based Medical Image Registration Using Displacement Embeddings Lasse Hansen M. Heinrich MedIm 25 9 0 27 May 2020
JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-Modal Image Alignment of Large-scale Pathological CT Scans Fengze Liu Jinzheng Cai Yuankai Huo Chi-Tung Cheng Ashwin Raju ... Jing Xiao Alan Yuille Le Lu Chien-Hung Liao Adam P. Harrison 3DV 29 21 0 25 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 34 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
SynthMorph: learning contrast-invariant registration without acquired images Malte Hoffmann Benjamin Billot Douglas N. Greve Juan Eugenio Iglesias Bruce Fischl Adrian V. Dalca MedIm 13 147 0 21 Apr 2020
Unsupervised Deformable Medical Image Registration via Pyramidal Residual Deformation Fields Estimation Yujia Zhou Shumao Pang Jun Cheng Yuhang Sun Yi Wu Lei Zhao Yaqin Liu Zhentai Lu Wei Yang Qianjin Feng OOD MedIm 18 2 0 16 Apr 2020
Medical Image Registration Using Deep Neural Networks: A Comprehensive Review H. R. Boveiri R. Khayami R. Javidan A. MehdiZadeh 117 134 0 09 Feb 2020
Learning Deformable Registration of Medical Images with Anatomical Constraints Lucas Mansilla Diego H. Milone Enzo Ferrante MedIm 27 80 0 20 Jan 2020
A Comparative Study for Non-rigid Image Registration and Rigid Image Registration Xiaoran Zhang Hexiang Dong Di Gao Xiao Zhao 17 7 0 12 Jan 2020
Deep Learning in Medical Image Registration: A Review Yabo Fu Y. Lei Tonghe Wang W. Curran Tian Liu Xiaofeng Yang 35 508 0 27 Dec 2019
Artificial Intelligence in Surgery Xiao-Yun Zhou Yao Guo Mali Shen Guang-Zhong Yang AI4CE 30 5 0 23 Dec 2019