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Hybrid Dual Mean-Teacher Network With Double-Uncertainty Guidance for
  Semi-Supervised Segmentation of MRI Scans

Hybrid Dual Mean-Teacher Network With Double-Uncertainty Guidance for Semi-Supervised Segmentation of MRI Scans

9 March 2023
Jiayi Zhu
Bart Bolsterlee
Brian V. Y. Chow
Yang Song
Erik H. W. Meijering
ArXivPDFHTML

Papers citing "Hybrid Dual Mean-Teacher Network With Double-Uncertainty Guidance for Semi-Supervised Segmentation of MRI Scans"

7 / 7 papers shown
Title
Inter- and intra-uncertainty based feature aggregation model for
  semi-supervised histopathology image segmentation
Inter- and intra-uncertainty based feature aggregation model for semi-supervised histopathology image segmentation
Qiangguo Jin
Hui Cui
Changming Sun
Yang Song
Jiangbin Zheng
Leilei Cao
Leyi Wei
Ran Su
41
17
0
19 Mar 2024
Data efficient deep learning for medical image analysis: A survey
Data efficient deep learning for medical image analysis: A survey
Suruchi Kumari
Pravendra Singh
32
12
0
10 Oct 2023
Semi-Supervised Segmentation of Radiation-Induced Pulmonary Fibrosis
  from Lung CT Scans with Multi-Scale Guided Dense Attention
Semi-Supervised Segmentation of Radiation-Induced Pulmonary Fibrosis from Lung CT Scans with Multi-Scale Guided Dense Attention
Guotai Wang
Shuwei Zhai
G. Lasio
Baoshe Zhang
B. Yi
Shifeng Chen
T. MacVittie
Dimitris N. Metaxas
Jinghao Zhou
Shaoting Zhang
MedIm
42
66
0
29 Sep 2021
Mutual Consistency Learning for Semi-supervised Medical Image
  Segmentation
Mutual Consistency Learning for Semi-supervised Medical Image Segmentation
Yicheng Wu
Z. Ge
Donghao Zhang
Minfeng Xu
Lei Zhang
Yong-quan Xia
Jianfei Cai
OOD
SSL
67
228
0
21 Sep 2021
MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from
  Medical Images Using Deep Learning
MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning
Xiangde Luo
Guotai Wang
Tao Song
Jingyang Zhang
Michael Aertsen
Jan Deprest
Sebastien Ourselin
Tom Kamiel Magda Vercauteren
Shaoting Zhang
43
96
0
25 Apr 2021
Automatic Liver Lesion Segmentation Using A Deep Convolutional Neural
  Network Method
Automatic Liver Lesion Segmentation Using A Deep Convolutional Neural Network Method
Xiao Han
MedIm
36
155
0
24 Apr 2017
Mean teachers are better role models: Weight-averaged consistency
  targets improve semi-supervised deep learning results
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results
Antti Tarvainen
Harri Valpola
OOD
MoMe
244
1,276
0
06 Mar 2017
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