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Hendrik Alexander Mehrtens

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2023
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Hendrik Alexander Mehrtens, Alexander Kurz, Tabea-Clara Bucher, Titus J. Brinker:
Benchmarking common uncertainty estimation methods with histopathological images under domain shift and label noise. Medical Image Anal. 89: 102914 (2023)
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Hendrik Alexander Mehrtens, Tabea-Clara Bucher, Titus J. Brinker:
Pitfalls of Conformal Predictions for Medical Image Classification. UNSURE@MICCAI 2023: 198-207
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  - journals/corr/abs-2301-01054
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Hendrik Alexander Mehrtens, Alexander Kurz, Tabea-Clara Bucher, Titus J. Brinker:
Benchmarking common uncertainty estimation methods with histopathological images under domain shift and label noise. CoRR abs/2301.01054 (2023)
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  - journals/corr/abs-2312-09719
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Alexander Kurz, Hendrik Alexander Mehrtens, Tabea-Clara Bucher, Titus J. Brinker:
On the calibration of neural networks for histological slide-level classification. CoRR abs/2312.09719 (2023)
2022
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Hendrik Alexander Mehrtens, Camila González, Anirban Mukhopadhyay:
Improving Robustness and Calibration in Ensembles with Diversity Regularization. GCPR 2022: 36-50
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  - journals/corr/abs-2201-10908
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Hendrik Alexander Mehrtens, Camila González, Anirban Mukhopadhyay:
Improving robustness and calibration in ensembles with diversity regularization. CoRR abs/2201.10908 (2022)

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