Author

Monika Pytlarz

Sano – Centre for Computational Personalised Medicine International Research FoundationORCID 0000-0001-5319-1769Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Alessandro CrimiiD· 1 shared B. Kaminska· 1 shared Kamil WojnickiiD· 1 shared Paulina PilanciD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Alessandro CrimiORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BioinformaticsJournal of Imaging Informatics in MedicinePeer-reviewedFeb 27, 2024

Deep Learning Glioma Grading with the Tumor Microenvironment Analysis Protocol for A Comprehensive Learning, Discovering, and Quantifying Microenvironmental Features

Monika Pytlarz, Kamil Wojnicki, Paulina Pilanc…·Alessandro Crimi

This paper develops a deep learning model for glioma grading using a tumor microenvironment analysis protocol, achieving 0.85 accuracy on a small, imbalanced dataset with single-stained biopsies.

8 citations

humanbulk RNA-seq

𝕏 PostBluesky