Hierarchical Deep Network with Uncertainty-aware Semi-supervised
Learning for Vessel Segmentation

Hierarchical Deep Network with Uncertainty-aware Semi-supervised Learning for Vessel Segmentation

31 May 2021

Xinghao Ding

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Papers citing "Hierarchical Deep Network with Uncertainty-aware Semi-supervised Learning for Vessel Segmentation"

11 / 11 papers shown

Title
Multi-Task Neural Networks with Spatial Activation for Retinal Vessel Segmentation and Artery/Vein Classification Wenao Ma Shuang Yu Kai Ma Jiexiang Wang Xinghao Ding Yefeng Zheng 49 67 0 18 Jul 2020
Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation Lequan Yu Shujun Wang Xuelong Li Chi-Wing Fu Pheng-Ann Heng UQCV 82 850 0 16 Jul 2019
Leveraging Uncertainty Estimates for Predicting Segmentation Quality Terrance Devries Graham W. Taylor UQCV 120 114 0 02 Jul 2018
Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi- Supervised Semantic Segmentation Yunchao Wei Huaxin Xiao Humphrey Shi Zequn Jie Jiashi Feng Thomas S. Huang SSeg 84 545 0 11 May 2018
Liver lesion segmentation informed by joint liver segmentation Eugene Vorontsov A. Tang Chris Pal Samuel Kadoury MedIm 45 116 0 24 Jul 2017
Automatic Liver Lesion Detection using Cascaded Deep Residual Networks Lei Bi Jinman Kim Ashnil Kumar Dagan Feng MedIm 58 82 0 10 Apr 2017
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? Alex Kendall Y. Gal BDL OOD UD UQCV PER 359 4,718 0 15 Mar 2017
Temporal Ensembling for Semi-Supervised Learning S. Laine Timo Aila UQCV 185 2,566 0 07 Oct 2016
3D Deeply Supervised Network for Automatic Liver Segmentation from CT Volumes Qi Dou Hao Chen Yueming Jin Lequan Yu J. Qin Pheng-Ann Heng MedIm 76 345 0 03 Jul 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 836 9,345 0 06 Jun 2015
Weakly- and Semi-Supervised Learning of a DCNN for Semantic Image Segmentation George Papandreou Liang-Chieh Chen Kevin Patrick Murphy Alan Yuille SSeg 109 919 0 09 Feb 2015

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