scholarly journals Evaluation of multislice inputs to convolutional neural networks for medical image segmentation

2020 ◽  
Author(s):  
Minh H. Vu ◽  
Guus Grimbergen ◽  
Tufve Nyholm ◽  
Tommy Löfstedt
Keyword(s):  
Neural Networks ◽  
Image Segmentation ◽  
Convolutional Neural Networks ◽  
Medical Image ◽  
Medical Image Segmentation

scholarly journals Aleatoric uncertainty estimation with test-time augmentation for medical image segmentation with convolutional neural networks

2019 ◽  
Vol 338 ◽  
pp. 34-45 ◽  
Author(s):  
Guotai Wang ◽  
Wenqi Li ◽  
Michael Aertsen ◽  
Jan Deprest ◽  
Sébastien Ourselin ◽  
...  
Keyword(s):  
Neural Networks ◽  
Image Segmentation ◽  
Convolutional Neural Networks ◽  
Medical Image ◽  
Uncertainty Estimation ◽  
Medical Image Segmentation ◽  
Test Time ◽  
Aleatoric Uncertainty
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