Sebastian Guendel | DeepAI

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Andreas Maier
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Eli Gibson
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Mannudeep K. Kalra
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Florin C. Ghesu
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Kevin Zhou
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Ramandeep Singh
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Andreas Meier
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Subba R. Digumarthy
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research

∙ 12/04/2019

Epoch-wise label attacks for robustness against label noise

The current accessibility to large medical datasets for training convolu...

16 Sebastian Guendel, et al. ∙

research

∙ 06/18/2019

Quantifying and Leveraging Classification Uncertainty for Chest Radiograph Assessment

The interpretation of chest radiographs is an essential task for the det...

2 Florin C. Ghesu, et al. ∙

research

∙ 05/15/2019

Multi-task Learning for Chest X-ray Abnormality Classification on Noisy Labels

Chest X-ray (CXR) is the most common X-ray examination performed in dail...

5 Sebastian Guendel, et al. ∙

research

∙ 03/12/2018

Learning to recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks

Chest X-ray is the most common medical imaging exam used to assess multi...

0 Sebastian Guendel, et al. ∙