Hendrik Alexander Mehrtens

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 5

Top Topics

Image Classification

Top Venues

Medical Image Anal.

Publications

Alexander Kurz, Hendrik Alexander Mehrtens, Tabea-Clara Bucher, Titus J. Brinker
On the calibration of neural networks for histological slide-level classification. CoRR (2023)
Hendrik Alexander Mehrtens, Tabea-Clara Bucher, Titus J. Brinker
Pitfalls of Conformal Predictions for Medical Image Classification. UNSURE@MICCAI (2023)
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 (2023)
Hendrik Alexander Mehrtens, Camila González, Anirban Mukhopadhyay
Improving robustness and calibration in ensembles with diversity regularization. CoRR (2022)
Hendrik Alexander Mehrtens, Camila González, Anirban Mukhopadhyay
Improving Robustness and Calibration in Ensembles with Diversity Regularization. GCPR (2022)