Luisa Gallée

According to our database, Luisa Gallée authored at least 7 papers between 2023 and 2025.

Collaborative distances:

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

2025

Minimum Data, Maximum Impact: 20 annotated samples for explainable lung nodule classification.

Luisa Gallée, Catharina Silvia Lisson, Christoph Gerhard Lisson, Daniela Drees, Felix Weig, Daniel Vogele, Meinrad Beer, Michael Götz

CoRR, August, 2025

Hierarchical Vision Transformer with Prototypes for Interpretable Medical Image Classification.

Luisa Gallée, Catharina Silvia Lisson, Meinrad Beer, Michael Götz

CoRR, February, 2025

Proto-Caps: interpretable medical image classification using prototype learning and privileged information.

Luisa Gallée, Catharina Silvia Lisson, Timo Ropinski, Meinrad Beer, Michael Götz

PeerJ Comput. Sci., 2025

Abstract: Evaluating the Explainability of Attributes and Prototypes for a Medical Classification Model.

Luisa Gallée, Catharina Silvia Lisson, Christoph Gerhard Lisson, Daniela Drees, Felix Weig, Daniel Vogele, Meinrad Beer, Michael Götz

Proceedings of the Bildverarbeitung für die Medizin 2025, 2025

2024

Evaluating the Explainability of Attributes and Prototypes for a Medical Classification Model.

Luisa Gallée, Catharina Silvia Lisson, Christoph Gerhard Lisson, Daniela Drees, Felix Weig, Daniel Vogele, Meinrad Beer, Michael Götz

Proceedings of the Explainable Artificial Intelligence, 2024

Abstract: Interpretable Medical Image Classification Using Prototype Learning and Privileged Information.

Luisa Gallée, Meinrad Beer, Michael Götz

Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

2023

Interpretable Medical Image Classification Using Prototype Learning and Privileged Information.

Luisa Gallée, Meinrad Beer, Michael Götz

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023