TY - INPR A1 - Wilm, Frauke A1 - Fragoso-Garcia, Marco A1 - Bertram, Christof A1 - Stathonikos, Nikolas A1 - Öttl, Mathias A1 - Qiu, Jingna A1 - Klopfleisch, Robert A1 - Maier, Andreas A1 - Aubreville, Marc A1 - Breininger, Katharina T1 - Mind the Gap: Scanner-induced domain shifts pose challenges for representation learning in histopathology UR - https://doi.org/10.48550/arXiv.2211.16141 KW - Histopathology KW - Domain Shift KW - Representation Learning KW - Barlow Twins Y1 - 2022 UR - https://doi.org/10.48550/arXiv.2211.16141 PB - arXiv CY - Ithaca ER - TY - CHAP A1 - Qiu, Jingna A1 - Wilm, Frauke A1 - Öttl, Mathias A1 - Schlereth, Maja A1 - Liu, Chang A1 - Heimann, Tobias A1 - Aubreville, Marc A1 - Breininger, Katharina ED - Greenspan, Hayit ED - Madabhushi, Anant ED - Mousavi, Parvin ED - Salcudean, Septimiu ED - Duncan, James ED - Syeda-Mahmood, Tanveer ED - Taylor, Russell T1 - Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation T2 - Medical Image Computing and Computer Assisted Intervention – MICCAI 2023: Proceedings, Part II UR - https://doi.org/10.1007/978-3-031-43895-0_9 Y1 - 2023 UR - https://doi.org/10.1007/978-3-031-43895-0_9 SN - 978-3-031-43895-0 SN - 1611-3349 SP - 90 EP - 100 PB - Springer CY - Cham ER - TY - CHAP A1 - Wilm, Frauke A1 - Fragoso-Garcia, Marco A1 - Bertram, Christof A1 - Stathonikos, Nikolas A1 - Öttl, Mathias A1 - Qiu, Jingna A1 - Klopfleisch, Robert A1 - Maier, Andreas A1 - Aubreville, Marc A1 - Breininger, Katharina T1 - Mind the Gap: Scanner-Induced Domain Shifts Pose Challenges for Representation Learning in Histopathology T2 - 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) UR - https://doi.org/10.1109/ISBI53787.2023.10230458 KW - Histopathology KW - Domain Shift KW - Representation Learning KW - Barlow Twins Y1 - 2023 UR - https://doi.org/10.1109/ISBI53787.2023.10230458 SN - 978-1-6654-7358-3 PB - IEEE CY - Piscataway ER -