Isabel Kaltenborn

According to our database, Isabel Kaltenborn authored at least 4 papers between 2021 and 2022.

Collaborative distances:

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

2022

Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation.

Camila González, Karol Gotkowski, Moritz Fuchs, Andreas Bucher, Armin Dadras, Ricarda Fischbach, Isabel J. Kaltenborn, Anirban Mukhopadhyay

Medical Image Anal., 2022

i3Deep: Efficient 3D interactive segmentation with the nnU-Net.

Karol Gotkowski, Camila González, Isabel Kaltenborn, Ricarda Fischbach, Andreas Bucher, Anirban Mukhopadhyay

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

Quality Monitoring of Federated Covid-19 Lesion Segmentation.

Camila González, Christian L. Harder, Amin Ranem, Ricarda Fischbach, Isabel J. Kaltenborn, Armin Dadras, Andreas M. Bucher, Anirban Mukhopadhyay

Proceedings of the Bildverarbeitung für die Medizin 2022, 2022

2021

Detecting When Pre-trained nnU-Net Models Fail Silently for Covid-19 Lung Lesion Segmentation.

Camila González, Karol Gotkowski, Andreas Bucher, Ricarda Fischbach, Isabel Kaltenborn, Anirban Mukhopadhyay

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021