scikit-learn Pipelines Meet Knowledge Graphs - The Python kgextension Package. - Tabea-Clara Bucher; Xuehui Jiang; Ole Meyer; Stephan Waitz; Sven Hertling; Heiko Paulheim (ESWC (Satellite Events), 2021)

Pitfalls of Conformal Predictions for Medical Image Classification. - Hendrik Alexander Mehrtens; Tabea-Clara Bucher; Titus J. Brinker (UNSURE@MICCAI, 2023)

Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma. - Tirtha Chanda; Katja Hauser; Sarah Hobelsberger; Tabea-Clara Bucher; Carina Nogueira Garcia; Christoph Wies; Harald Kittler; Philipp Tschandl; Cristian Navarrete-Dechent; Sebastian Podlipnik; Emmanouil Chousakos; Iva Crnaric; et al. (CoRR, 2023)

Evaluating Deep Learning-based Melanoma Classification using Immunohistochemistry and Routine Histology: A Three Center Study. - Christoph Wies; Lucas Schneider; Sarah Haggenmüller; Tabea-Clara Bucher; Sarah Hobelsberger; Markus V. Heppt; Gerardo Ferrara; Eva Krieghoff-Henning; Titus J. Brinker (CoRR, 2023)

On the calibration of neural networks for histological slide-level classification. - Alexander Kurz 004; Hendrik Alexander Mehrtens; Tabea-Clara Bucher; Titus J. Brinker (CoRR, 2023)

Benchmarking common uncertainty estimation methods with histopathological images under domain shift and label noise. - Hendrik Alexander Mehrtens; Alexander Kurz 004; Tabea-Clara Bucher; Titus J. Brinker (Medical Image Anal., 2023)

Dermatologist-like explainable AI enhances melanoma diagnosis accuracy: eye-tracking study. - Tirtha Chanda; Sarah Haggenmüller; Tabea-Clara Bucher; Tim Holland-Letz; Harald Kittler; Philipp Tschandl; Markus V. Heppt; Carola Berking; Jochen S. Utikal; Bastian Schilling; Claudia Buerger; Cristian Navarrete-Dechent; et al. (CoRR, 2024)

Pathologist-like explainable AI for interpretable Gleason grading in prostate cancer. - Gesa Mittmann; Sara Laiouar-Pedari; Hendrik Alexander Mehrtens; Sarah Haggenmüller; Tabea-Clara Bucher; Tirtha Chanda; Nadine T. Gaisa; Mathias Wagner; Gilbert Georg Klamminger; Tilman T. Rau; Christina Neppl; Eva Maria Compérat; et al. (CoRR, 2024)

Multi-domain stain normalization for digital pathology: A cycle-consistent adversarial network for whole slide images. - Martin J. Hetz; Tabea-Clara Bucher; Titus J. Brinker (Medical Image Anal., 2024)