@unpublished{WilmFragosoGarciaBertrametal.2022, author = {Wilm, Frauke and Fragoso-Garcia, Marco and Bertram, Christof and Stathonikos, Nikolas and {\"O}ttl, Mathias and Qiu, Jingna and Klopfleisch, Robert and Maier, Andreas and Aubreville, Marc and Breininger, Katharina}, title = {Mind the Gap: Scanner-induced domain shifts pose challenges for representation learning in histopathology}, publisher = {arXiv}, address = {Ithaca}, doi = {https://doi.org/10.48550/arXiv.2211.16141}, year = {2022}, language = {en} } @inproceedings{QiuWilmOettletal.2023, author = {Qiu, Jingna and Wilm, Frauke and {\"O}ttl, Mathias and Schlereth, Maja and Liu, Chang and Heimann, Tobias and Aubreville, Marc and Breininger, Katharina}, title = {Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation}, booktitle = {Medical Image Computing and Computer Assisted Intervention - MICCAI 2023: Proceedings, Part II}, editor = {Greenspan, Hayit and Madabhushi, Anant and Mousavi, Parvin and Salcudean, Septimiu and Duncan, James and Syeda-Mahmood, Tanveer and Taylor, Russell}, publisher = {Springer}, address = {Cham}, isbn = {978-3-031-43895-0}, issn = {1611-3349}, doi = {https://doi.org/10.1007/978-3-031-43895-0_9}, pages = {90 -- 100}, year = {2023}, language = {en} } @inproceedings{WilmFragosoGarciaBertrametal.2023, author = {Wilm, Frauke and Fragoso-Garcia, Marco and Bertram, Christof and Stathonikos, Nikolas and {\"O}ttl, Mathias and Qiu, Jingna and Klopfleisch, Robert and Maier, Andreas and Aubreville, Marc and Breininger, Katharina}, title = {Mind the Gap: Scanner-Induced Domain Shifts Pose Challenges for Representation Learning in Histopathology}, booktitle = {2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)}, publisher = {IEEE}, address = {Piscataway}, isbn = {978-1-6654-7358-3}, doi = {https://doi.org/10.1109/ISBI53787.2023.10230458}, year = {2023}, language = {en} } @unpublished{QiuAubrevilleWilmetal.2024, author = {Qiu, Jingna and Aubreville, Marc and Wilm, Frauke and {\"O}ttl, Mathias and Utz, Jonas and Schlereth, Maja and Breininger, Katharina}, title = {Leveraging Image Captions for Selective Whole Slide Image Annotation}, publisher = {arXiv}, address = {Ithaca}, doi = {https://doi.org/10.48550/arXiv.2407.06363}, year = {2024}, language = {en} }