Analysis of HIV-host interaction on different scales. - Katarzyna Bozek (2012)

Analysis of Physicochemical and Structural Properties Determining HIV-1 Coreceptor Usage. - Katarzyna Bozek; Thomas Lengauer; Saleta Sierra; Rolf Kaiser; Francisco S. Domingues (PLoS Comput. Biol., 2013)

Towards Dense Object Tracking in a 2D Honeybee Hive. - Katarzyna Bozek; Laetitia Hebert; Alexander S. Mikheyev; Greg J. Stephens (CVPR, 2018)

Pixel personality for dense object tracking in a 2D honeybee hive. - Katarzyna Bozek; Laetitia Hebert; Alexander S. Mikheyev; Greg J. Stephens (CoRR, 2018)

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)

Learning Nuclei Representations with Masked Image Modelling. - Piotr Wójcik; Hussein Naji; Adrian Simon; Reinhard Büttner; Katarzyna Bozek (CoRR, 2023)

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

GLOMNET: A Hover Deep Learning Model for Glomerulus Instance Segmentation. - Noémie Moreau; Michelle Shabani; Christoph Schell; Katarzyna Bozek (ISBI, 2024)

HoLy-Net: Segmentation of histological images of diffuse large B-cell lymphoma. - Hussein Naji; Lucas Sancere; Adrian Simon; Reinhard Büttner; Marie-Lisa Eich; Philipp Lohneis; Katarzyna Bozek (Comput. Biol. Medicine, 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)

KPIs 2024 Challenge: Advancing Glomerular Segmentation from Patch- to Slide-Level. - Ruining Deng; Tianyuan Yao; Yucheng Tang; Junlin Guo; Siqi Lu; Juming Xiong; Lining Yu; Quan Huu Cap; Pengzhou Cai; Libin Lan; Ze Zhao; Adrian Galdran; et al. (CoRR, 2025)

Histo-Miner: Deep Learning based Tissue Features Extraction Pipeline from H&E Whole Slide Images of Cutaneous Squamous Cell Carcinoma. - Lucas Sancere; Carina Lorenz; Doris Helbig; Oana-Diana Persa; Sonja Dengler; Alexander Kreuter; Martim Laimer; Anne Fröhlich; Jennifer Landsberg; Johannes Brägelmann; Katarzyna Bozek (CoRR, 2025)