Katarzyna Bozek

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 8

Top Venues

CoRR

Comput. Biol. Medicine

CVPR

Mach. Learn. Knowl. Extr.

Saarland University (PHD)

Education History

Saarland University

PHD

Publications

Hussein Naji, Lucas Sancere, Adrian Simon, Reinhard Büttner, Marie-Lisa Eich, Philipp Lohneis, Katarzyna Bozek
HoLy-Net: Segmentation of histological images of diffuse large B-cell lymphoma. Comput. Biol. Medicine 170 (2024)
Leandra Lukomski, Juan I. Pisula, Naita Wirsik, Alexander Damanakis, Jin-On Jung, Karl Knipper, Rabi R. Datta, Wolfgang Schröder, Florian Gebauer, Thomas Schmidt, Alexander Quaas, Katarzyna Bozek, Christiane J. Bruns, Felix Popp
Analyzing the Impact of Oncological Data at Different Time Points and Tumor Biomarkers on Artificial Intelligence Predictions for Five-Year Survival in Esophageal Cancer. Mach. Learn. Knowl. Extr. 6 (1) (2024)
Juan I. Pisula, Katarzyna Bozek
Fine-tuning a Multiple Instance Learning Feature Extractor with Masked Context Modelling and Knowledge Distillation. CoRR (2024)
Piotr Wójcik, Hussein Naji, Adrian Simon, Reinhard Büttner, Katarzyna Bozek
Learning Nuclei Representations with Masked Image Modelling. CoRR (2023)
Juan I. Pisula, Katarzyna Bozek
Language models are good pathologists: using attention-based sequence reduction and text-pretrained transformers for efficient WSI classification. CoRR (2022)
Katarzyna Bozek, Laetitia Hebert, Alexander S. Mikheyev, Greg J. Stephens
Towards Dense Object Tracking in a 2D Honeybee Hive. CVPR (2018)
Katarzyna Bozek, Laetitia Hebert, Alexander S. Mikheyev, Greg J. Stephens
Pixel personality for dense object tracking in a 2D honeybee hive. CoRR (2018)
Katarzyna Bozek, Laetitia Hebert, Alexander S. Mikheyev, Greg J. Stephens
Towards dense object tracking in a 2D honeybee hive. CoRR (2017)
Katarzyna Bozek, Thomas Lengauer, Saleta Sierra, Rolf Kaiser, Francisco S. Domingues
Analysis of Physicochemical and Structural Properties Determining HIV-1 Coreceptor Usage. PLoS Comput. Biol. 9 (3) (2013)

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Publication Activity (10 Years)

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Katarzyna Bozek