Akis Linardos | DeepAI

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Featured Co-authors

Ben Glocker
95 publications
Matthias Bethge
63 publications
Petia Radeva
51 publications
Stefan Klein
27 publications
Karim Lekadir
17 publications
Kaisar Kushibar
15 publications
Matthias Kümmerer
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Oliver Diaz
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Richard Osuala
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Lidia Garrucho
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Sean Walsh
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research

∙ 03/16/2022

Layer Ensembles: A Single-Pass Uncertainty Estimation in Deep Learning for Segmentation

Uncertainty estimation in deep learning has become a leading research fi...

0 Kaisar Kushibar, et al. ∙

research

∙ 07/20/2021

A Review of Generative Adversarial Networks in Cancer Imaging: New Applications, New Solutions

Despite technological and medical advances, the detection, interpretatio...

23 Richard Osuala, et al. ∙

research

∙ 07/07/2021

Federated Learning for Multi-Center Imaging Diagnostics: A Study in Cardiovascular Disease

Deep learning models can enable accurate and efficient disease diagnosis...

32 Akis Linardos, et al. ∙

research

∙ 05/26/2021

Calibrated prediction in and out-of-domain for state-of-the-art saliency modeling

Since 2014 transfer learning has become the key driver for the improveme...

11 Akis Linardos, et al. ∙