Hendrik Alexander Mehrtens

According to our database, Hendrik Alexander Mehrtens authored at least 4 papers between 2022 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Benchmarking common uncertainty estimation methods with histopathological images under domain shift and label noise.

Hendrik Alexander Mehrtens, Alexander Kurz, Tabea-Clara Bucher, Titus J. Brinker

Medical Image Anal., October, 2023

On the calibration of neural networks for histological slide-level classification.

Alexander Kurz, Hendrik Alexander Mehrtens, Tabea-Clara Bucher, Titus J. Brinker

CoRR, 2023

Pitfalls of Conformal Predictions for Medical Image Classification.

Hendrik Alexander Mehrtens, Tabea-Clara Bucher, Titus J. Brinker

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2023

2022

Improving Robustness and Calibration in Ensembles with Diversity Regularization.

Hendrik Alexander Mehrtens, Camila González, Anirban Mukhopadhyay

Proceedings of the Pattern Recognition, 2022