Random Style Transfer based Domain Generalization Networks Integrating
Shape and Spatial Information

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Random Style Transfer based Domain Generalization Networks Integrating Shape and Spatial Information

27 August 2020

Julia A. Schnabel

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Papers citing "Random Style Transfer based Domain Generalization Networks Integrating Shape and Spatial Information"

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Title
Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains Quande Liu Qi Dou Pheng-Ann Heng OOD 113 198 0 04 Jul 2020
The Domain Shift Problem of Medical Image Segmentation and Vendor-Adaptation by Unet-GAN Wenjun Yan Yuanyuan Wang Shengjia Gu Lu Huang Fuhua Yan L. Xia Qian Tao OOD MedIm 55 100 0 30 Oct 2019
Domain Generalization via Model-Agnostic Learning of Semantic Features Qi Dou Daniel Coelho De Castro Konstantinos Kamnitsas Ben Glocker OOD 110 700 0 29 Oct 2019
Multi-Task Attention-Based Semi-Supervised Learning for Medical Image Segmentation Shuai Chen Gerda Bortsova Antonio Garcia-Uceda Juarez Gijs van Tulder Marleen de Bruijne 87 156 0 29 Jul 2019
Improving the generalizability of convolutional neural network-based segmentation on CMR images Chen Chen Wenjia Bai R. Davies A. Bhuva C. Manisty ... S. Petersen E. Lukaschuk Stefan K. Piechnik S. Neubauer Daniel Rueckert 67 120 0 02 Jul 2019
Cardiac Segmentation from LGE MRI Using Deep Neural Network Incorporating Shape and Spatial Priors Qian Yue Xinzhe Luo Qing Ye Lingchao Xu Xiahai Zhuang 53 87 0 18 Jun 2019
Boundary-weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation Qikui Zhu Bo Du Pingkun Yan 63 158 0 21 Feb 2019
Generalizing to Unseen Domains via Adversarial Data Augmentation Riccardo Volpi Hongseok Namkoong Ozan Sener John C. Duchi Vittorio Murino Silvio Savarese OOD 119 784 0 30 May 2018
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 427 26,539 0 05 Sep 2017
Multivariate mixture model for myocardium segmentation combining multi-source images Xiahai Zhuang 91 262 0 28 Dec 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,341 0 18 May 2015