Language models are good pathologists: using attention-based sequence reduction and text-pretrained transformers for efficient WSI classification. - Juan I. Pisula; Katarzyna Bozek (CoRR, 2022)

Fine-Tuning a Multiple Instance Learning Feature Extractor with Masked Context Modelling and Knowledge Distillation. - Juan I. Pisula; Katarzyna Bozek (ECCV Workshops (16), 2024)

Analyzing the Impact of Oncological Data at Different Time Points and Tumor Biomarkers on Artificial Intelligence Predictions for Five-Year Survival in Esophageal Cancer. - Leandra Lukomski; Juan I. Pisula; Naita Wirsik; Alexander Damanakis; Jin-On Jung; Karl Knipper; Rabi R. Datta; Wolfgang Schröder 004; Florian Gebauer; Thomas Schmidt; Alexander Quaas; Katarzyna Bozek; et al. (Mach. Learn. Knowl. Extr., 2024)