DeepAtlas: Joint Semi-Supervised Learning of Image Registration and Segmentation

17 April 2019

Papers citing "DeepAtlas: Joint Semi-Supervised Learning of Image Registration and Segmentation"

23 / 23 papers shown

Title
NCF: Neural Correspondence Field for Medical Image Registration Lei Zhou Nimu Yuan Katjana Ehrlich Jinyi Qi 39 0 0 02 Mar 2025
Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation Learning Yuting He Boyu Wang Rongjun Ge Yang Chen Guanyu Yang Shuo Li MedIm AAML 67 2 0 07 Feb 2025
Tumor aware recurrent inter-patient deformable image registration of computed tomography scans with lung cancer Jue Jiang Chloe Min Seo Choi M. Thor Joseph O. Deasy H. Veeraraghavan 27 1 0 18 Sep 2024
Distillation Learning Guided by Image Reconstruction for One-Shot Medical Image Segmentation Feng Zhou Yanjie Zhou Longjie Wang Yun Peng David E. Carlson Liyun Tu 40 1 0 07 Aug 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 43 8 0 01 Aug 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
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
One-shot Joint Extraction, Registration and Segmentation of Neuroimaging Data Yao Su Zhentian Qian Lei Ma Lifang He Xiangnan Kong 19 2 0 27 Jul 2023
When Visible-to-Thermal Facial GAN Beats Conditional Diffusion Catherine Ordun Edward Raff S. Purushotham DiffM 27 6 0 18 Feb 2023
Joint segmentation and discontinuity-preserving deformable registration: Application to cardiac cine-MR images Xiang Chen Yan Xia Nishant Ravikumar Alejandro F Frangi 15 4 0 24 Nov 2022
Collaborative Quantization Embeddings for Intra-Subject Prostate MR Image Registration Ziyi Shen Qianye Yang Yuming Shen F. Giganti V. Stavrinides ... M. Rusu G. Sonn Philip H. S. Torr D. Barratt Yipeng Hu 22 2 0 13 Jul 2022
Diffeomorphic Image Registration with Neural Velocity Field Kun Han Shanlin Sun Xiangyi Yan Chenyu You Hao Tang Junayed Naushad Haoyu Ma Deying Kong Xiaohui Xie MedIm 22 21 0 25 Feb 2022
One shot PACS: Patient specific Anatomic Context and Shape prior aware recurrent registration-segmentation of longitudinal thoracic cone beam CTs Jue Jiang H. Veeraraghavan 12 18 0 26 Jan 2022
DiffuseMorph: Unsupervised Deformable Image Registration Using Diffusion Model Boah Kim Inhwa Han Jong Chul Ye MedIm DiffM 19 63 0 09 Dec 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 15 20 0 05 May 2021
Semantic similarity metrics for learned image registration Steffen Czolbe Oswin Krause Aasa Feragen 23 14 0 20 Apr 2021
Deep learning based geometric registration for medical images: How accurate can we get without visual features? Lasse Hansen M. Heinrich 3DPC 10 13 0 01 Mar 2021
Atlas-ISTN: Joint Segmentation, Registration and Atlas Construction with Image-and-Spatial Transformer Networks Matthew Sinclair A. Schuh K. Hahn K. Petersen Ying Bai James Batten M. Schaap Ben Glocker 17 29 0 18 Dec 2020
Capturing implicit hierarchical structure in 3D biomedical images with self-supervised hyperbolic representations Joy Hsu Jeffrey Gu Gong-Her Wu Wah Chiu Serena Yeung SSL 28 27 0 03 Dec 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 27 21 0 25 May 2020
A Cross-Stitch Architecture for Joint Registration and Segmentation in Adaptive Radiotherapy Laurens Beljaards M. Elmahdy F. Verbeek Marius Staring 3DV 22 15 0 17 Apr 2020
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation Nima Tajbakhsh Laura Jeyaseelan Q. Li J. Chiang Zhihao Wu Xiaowei Ding 16 750 0 27 Aug 2019
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 283 10,613 0 19 Feb 2017