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04/08/2023
Marginal Thresholding in Noisy Image Segmentation
This work presents a study on label noise in medical image segmentation ...
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04/03/2023
Noisy Image Segmentation With Soft-Dice
This paper presents a study on the soft-Dice loss, one of the most popul...
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06/13/2022
On Image Segmentation With Noisy Labels: Characterization and Volume Properties of the Optimal Solutions to Accuracy and Dice
We study two of the most popular performance metrics in medical image se...
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09/09/2021
Almost sure convergence of the accelerated weight histogram algorithm
The accelerated weight histogram (AWH) algorithm is an iterative extende...
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05/11/2021
Variational Auto Encoder Gradient Clustering
Clustering using deep neural network models have been extensively studie...
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03/27/2021