Concepedia

On the Effect of Inter-observer Variability for a Reliable Estimation of Uncertainty of Medical Image Segmentation

Alain Jungo, Raphael Meier, Ekin Ermiş, Marcela Blatti-Moreno, Evelyn Herrmann, Roland Wiest, Mauricio Reyes

Lecture notes in computer science · 2018 · 18 citations · 5 references

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5

A Practical Bayesian Framework for Backpropagation Networks

David Mackay · Neural Computation · 1992 · 2.9K citations

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What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?

Alex Kendall, Yarin Gal · arXiv (Cornell University) · 2017 · 2.5K citations · Full text

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Weight Uncertainty in Neural Networks

Charles Blundell, Julien Cornebise, Koray Kavukcuoglu et al. · arXiv (Cornell University) · 2015 · 1.3K citations · Full text

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Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference

Yarin Gal, Zoubin Ghahramani · arXiv (Cornell University) · 2015 · 617 citations · Full text

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Clinical Evaluation of a Fully-automatic Segmentation Method for Longitudinal Brain Tumor Volumetry

Raphael Meier, Urspeter Knecht, Tina Loosli et al. · Scientific Reports · 2016 · 114 citations · Full text

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