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Bayesian analysis of the prevalence bias: learning and predicting from imbalanced data pdf

Amir Alansary, Ben Glocker, Anand Devaraj, 2021, ArXiv.

The Effect of the Loss on Generalization: Empirical Study on Synthetic Lung Nodule Data pdf

Ben Glocker, Julia A. Schnabel, Arjun Nair, 2021, iMIMIC/TDA4MedicalData@MICCAI.

The Pitfalls of Sample Selection: A Case Study on Lung Nodule Classification

Ben Glocker, Julia A. Schnabel, Arjun Nair, 2021, PRIME@MICCAI.

Uncertainty quantification in non-rigid image registration via stochastic gradient Markov chain Monte Carlo pdf

Ben Glocker, Bernhard Kainz, Mohammad Farid Azampour, 2021, Machine Learning for Biomedical Imaging.

Is MC Dropout Bayesian? pdf

Ben Glocker, Anand Devaraj, Arjun Nair, 2021, ArXiv.

Stochastic Segmentation Networks: Modelling Spatially Correlated Aleatoric Uncertainty pdf

Konstantinos Kamnitsas, Mark van der Wilk, Nick Pawlowski, 2020, NeurIPS.