Title
Unsupervised Multi-Modality Registration Network based on Spatially Encoded Gradient Information Wangbin Ding Lei Li Liqin Huang Xiahai Zhuang MedIm 17 5 0 16 May 2021
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Universal Undersampled MRI Reconstruction Xinwen Liu Jing Wang Feng Liu S.Kevin Zhou OOD 25 24 0 09 Mar 2021
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Deep Active Surface Models Udaranga Wickramasinghe G. Knott Pascal Fua AI4CE 3DV 6 12 0 17 Nov 2020
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Medical Image Segmentation Using Deep Learning: A Survey Risheng Wang Tao Lei Xiaogang Du Yong Wan Hongying Meng A. Nandi SSeg OOD 25 543 0 28 Sep 2020
Multi-structure bone segmentation in pediatric MR images with combined regularization from shape priors and adversarial network Arnaud Boutillon Bhushan S Borotikar Valérie Burdin Pierre-Henri Conze MedIm 15 18 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
Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation C. Ouyang C. Biffi C. L. P. Chen Turkay Kart Huaqi Qiu Daniel Rueckert 20 205 0 20 Jul 2020
Unified cross-modality feature disentangler for unsupervised multi-domain MRI abdomen organs segmentation Jue Jiang H. Veeraraghavan DRL 6 30 0 19 Jul 2020
Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates Gabriele Valvano Andrea Leo Sotirios A. Tsaftaris 11 4 0 02 Jul 2020
Harvesting, Detecting, and Characterizing Liver Lesions from Large-scale Multi-phase CT Data via Deep Dynamic Texture Learning Yuankai Huo Jinzheng Cai Chi-Tung Cheng Ashwin Raju K. Yan Bennett A. Landman Jing Xiao Le Lu Chien-Hung Liao Adam P. Harrison MedIm 6 11 0 28 Jun 2020
Predicting Scores of Medical Imaging Segmentation Methods with Meta-Learning Tom van Sonsbeek V. Cheplygina 15 2 0 08 May 2020
Abdominal multi-organ segmentation with cascaded convolutional and adversarial deep networks Pierre-Henri Conze A. Emre Kavur E. Gall N. Gezer Y. Meur M. Alper Selver F. Rousseau SSeg MedIm 14 100 0 26 Jan 2020
Voxel2Mesh: 3D Mesh Model Generation from Volumetric Data Udaranga Wickramasinghe Edoardo Remelli G. Knott Pascal Fua 17 95 0 08 Dec 2019
Disentangle, align and fuse for multimodal and semi-supervised image segmentation A. Chartsias G. Papanastasiou Chengjia Wang S. Semple D. Newby R. Dharmakumar Sotirios A. Tsaftaris 14 13 0 11 Nov 2019
Automated Design of Deep Learning Methods for Biomedical Image Segmentation Fabian Isensee Paul F. Jäger Simon A. A. Kohl Jens Petersen Klaus H. Maier-Hein 3DV SSeg 18 171 0 17 Apr 2019
The Liver Tumor Segmentation Benchmark (LiTS) Patrick Bilic P. Christ Hongwei Bran Li Eugene Vorontsov Avi Ben-Cohen ... L. Soler Bram van Ginneken H. Greenspan Leo Joskowicz Bjoern H. Menze 16 988 0 13 Jan 2019