Publications

Markus Bauer, und Christoph Augenstein. Self-supervised learning in histopathology: New perspectives for prostate cancer grading. Lecture Notes in Computer Science, 348--360, Springer Nature Switzerland, Cham, 2024. [PUMA: cancer grading histopathology learning prostate self-supervised topic_lifescience yaff]

Katharina Beyer, Vera Straten, Sebastiaan Remmers, Steven MacLennan, Sara MacLennan, Giorgio Gandaglia, Peter-Paul M. Willemse, Ronald Herrera, Muhammad Imran Omar, Beth Russell, Johannes Huber, Markus Kreuz, Alex Asiimwe, Tom Abbott, Alberto Briganti, Mieke Van Hemelrijck, und Monique J. Roobol. Secondary Treatment for Men with Localized Prostate Cancer: A Pooled Analysis of PRIAS and ERSPC-Rotterdam Data within the PIONEER Data Platform. Journal of Personalized Medicine, (12)5:751, MDPI AG, Mai 2022. [PUMA: Cancer ERSPC-Rotterdam Localized Men PIONEER PRIAS Prostate Secondary Treatment zno] URL

Markus Bauer, Lennart Schneider, Marit Bernhardt, Christoph Augenstein, Glen Kristiansen, und Bogdan Franczyk. An Open-Source Approach for Digital Prostate Cancer Histopathology: Bringing AI into Practice. Proceedings of the 26th International Conference on Enterprise Information Systems - Volume 1: ICEIS, 729-738, SciTePress, 2024. [PUMA: AI Cancer Digital Histopatholog Open-Source Prostate nopdf]

Markus Kreuz, Dominik J Otto, Susanne Fuessel, Conny Blumert, Catharina Bertram, Sophie Bartsch, Dennis Loeffler, Sven-Holger Puppel, Michael Rade, Tilo Buschmann, Sabina Christ, Kati Erdmann, Maik Friedrich, Michael Froehner, Michael H Muders, Stephan Schreiber, Michael Specht, Marieta I Toma, Fabio Benigni, Massimo Freschi, Giorgio Gandaglia, Alberto Briganti, Gustavo B Baretton, Markus Loeffler, Jörg Hackermüller, Kristin Reiche, Manfred Wirth, und Friedemann Horn. ProstaTrend-A multivariable prognostic RNA expression score for aggressive prostate cancer. Eur. Urol., (78)3:452--459, Elsevier BV, September 2020. [PUMA: Biomarker; Molecular Next-generation Personalized Prostate Transcriptome diagnostic medicine; sequencing; testing; zno pathology biomarker cancer]