Tabea-Clara Bucher

12 papers Journal 10Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Pitfalls of Conformal Predictions for Medical Image Classification. CoRR Hendrik Alexander Mehrtens, Tabea-Clara Bucher, Titus J. Brinker
2024	J	`jnl`	Dermatologist-like explainable AI enhances melanoma diagnosis accuracy: eye-tracking study. CoRR 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, Matthias Goebeler, Jakob Nikolas Kather, Carolin V. Schneider, Benjamin Durani, Hendrike Durani, Martin Jansen, Juliane Wacker, Joerg Wacker, Reader Study Consortium, Titus J. Brinker
2024	J	`jnl`	Multi-domain stain normalization for digital pathology: A cycle-consistent adversarial network for whole slide images. Medical Image Anal. Martin J. Hetz, Tabea-Clara Bucher, Titus J. Brinker
2024	J	`jnl`	Pathologist-like explainable AI for interpretable Gleason grading in prostate cancer. CoRR 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, Andreas Gocht, Monika Hämmerle, Niels J. Rupp, Jula Westhoff, Irene Krücken, Maximillian Seidl, Christian M. Schürch, Marcus Bauer, Wiebke Solass, Yu Chun Tam, Florian Weber, Rainer Grobholz, Jaroslaw Augustyniak, Thomas Kalinski, Christian Hörner, Kirsten D. Mertz, Constanze Döring, Andreas Erbersdobler, Gabriele Deubler, Felix Bremmer, Ulrich Sommer, Michael Brodhun, Jon Griffin, Maria Sarah L. Lenon, Kiril Trpkov, Liang Cheng, Fei Chen, Angelique Levi, Guoping Cai, Tri Q. Nguyen, Ali Amin, Alessia Cimadamore, Ahmed Shabaik, Varsha Manucha, Nazeel Ahmad, Nidia Messias, Francesca Sanguedolce, Diana Taheri, Ezra Baraban, Liwei Jia, Rajal B. Shah, Farshid Siadat, Nicole Swarbrick, Kyung Park, Oudai Hassan, Siamak Sakhaie, Michelle R. Downes, Hiroshi Miyamoto, Sean R. Williamson, Tim Holland-Letz, Carolin V. Schneider, Jakob Nikolas Kather, Yuri Tolkach, Titus J. Brinker
2023	J	`jnl`	Benchmarking common uncertainty estimation methods with histopathological images under domain shift and label noise. CoRR Hendrik Alexander Mehrtens, Alexander Kurz, Tabea-Clara Bucher, Titus J. Brinker
2023	J	`jnl`	Benchmarking common uncertainty estimation methods with histopathological images under domain shift and label noise. Medical Image Anal. Hendrik Alexander Mehrtens, Alexander Kurz, Tabea-Clara Bucher, Titus J. Brinker
2023	J	`jnl`	Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma. CoRR 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, Jovana Majstorovic, Linda Alhajwan, Tanya Foreman, Sandra Peternel, Sergei Sarap, Irem Özdemir, Raymond L. Barnhill, Mar Llamas Velasco, Gabriela Poch, Sören Korsing, Wiebke Sondermann, Frank Friedrich Gellrich, Markus V. Heppt, Michael Erdmann, Sebastian Haferkamp, Konstantin Drexler, Matthias Goebeler, Bastian Schilling, Jochen S. Utikal, Kamran Ghoreschi, Stefan Fröhling, Eva Krieghoff-Henning, Titus J. Brinker
2023	J	`jnl`	Evaluating Deep Learning-based Melanoma Classification using Immunohistochemistry and Routine Histology: A Three Center Study. CoRR Christoph Wies, Lucas Schneider, Sarah Haggenmüller, Tabea-Clara Bucher, Sarah Hobelsberger, Markus V. Heppt, Gerardo Ferrara, Eva Krieghoff-Henning, Titus J. Brinker
2023	J	`jnl`	Multi-domain stain normalization for digital pathology: A cycle-consistent adversarial network for whole slide images. CoRR Martin J. Hetz, Tabea-Clara Bucher, Titus J. Brinker
2023	J	`jnl`	On the calibration of neural networks for histological slide-level classification. CoRR Alexander Kurz, Hendrik Alexander Mehrtens, Tabea-Clara Bucher, Titus J. Brinker
2023	—	`conf`	Pitfalls of Conformal Predictions for Medical Image Classification. UNSURE@MICCAI Hendrik Alexander Mehrtens, Tabea-Clara Bucher, Titus J. Brinker
2021	—	`conf`	scikit-learn Pipelines Meet Knowledge Graphs - The Python kgextension Package. ESWC (Satellite Events) Tabea-Clara Bucher, Xuehui Jiang, Ole Meyer, Stephan Waitz, Sven Hertling, Heiko Paulheim