Publications

Elias Werner, Nishant Kumar, Matthias Lieber, Sunna Torge, Stefan Gumhold, und Wolfgang E Nagel. Examining Computational Performance of Unsupervised Concept Drift Detection: A Survey and Beyond. arXiv preprint arXiv:2304.08319, 2023. [PUMA: Computational Concept Detection Drift Performance Unsupervised]

Eli Fritz McDonald, Hope Woods, Shannon T Smith, Minsoo Kim, Clara T Schoeder, Lars Plate, und Jens Meiler. Structural comparative modeling of multi-domain F508del CFTR. Biomolecules, (12)3:471, MDPI AG, März 2022. [PUMA: VX-809; chaperones; comparative computational cystic discovery disease; drug fibrosis; folding modeling; pharmacological protein structure-based topic_lifescience]

Narmin Ghaffari Laleh, Hannah Sophie Muti, Chiara Maria Lavinia Loeffler, Amelie Echle, Oliver Lester Saldanha, Faisal Mahmood, Ming Y Lu, Christian Trautwein, Rupert Langer, Bastian Dislich, Roman D Buelow, Heike Irmgard Grabsch, Hermann Brenner, Jenny Chang-Claude, Elizabeth Alwers, Titus J Brinker, Firas Khader, Daniel Truhn, Nadine T Gaisa, Peter Boor, Michael Hoffmeister, Volkmar Schulz, und Jakob Nikolas Kather. Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology. Med. Image Anal., (79)102474:102474, Elsevier BV, Juli 2022. [PUMA: Artificial Computational Convolutional Learning; Multiple-Instance Vision Weakly-supervised deep intelligence; learning networks; neural pathology; transformers;]

Peter Leonard Schrammen, Narmin Ghaffari Laleh, Amelie Echle, Daniel Truhn, Volkmar Schulz, Titus J Brinker, Hermann Brenner, Jenny Chang-Claude, Elizabeth Alwers, Alexander Brobeil, Matthias Kloor, Lara R Heij, Dirk Jäger, Christian Trautwein, Heike I Grabsch, Philip Quirke, Nicholas P West, Michael Hoffmeister, und Jakob Nikolas Kather. Weakly supervised annotation-free cancer detection and prediction of genotype in routine histopathology. J. Pathol., (256)1:50--60, Wiley, Januar 2022. [PUMA: Lynch artificial cancer; colorectal computational deep digital instability intelligence; learning; microsatellite pathology; syndrome;]