Author

Iga Niemiec

University of HelsinkiORCID 0000-0002-6134-5083Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:machine learning (classical)· 2 Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:experimental assay· 1 Organism:human· 1

Frequent Co-Authors

Ada JunqueraiD· 1 shared Aleksandra ShabanovaiD· 1 shared Alexander MyronoviD· 1 shared Anna Sanecka-DuiniD· 1 shared Anna VähärautioiD· 1 shared Anni VirtaneniD· 1 shared Anniina FärkkiläiD· 1 shared Duco GaillardiD· 1 shared

Activity by Year

2021-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

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1 shared paperCancer Biology

Ada JunqueraORCID

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2 papers

Recent·Most cited

Single-cell spatial atlas of high-grade serous ovarian cancer unveils MHC class II as a key driver of spatial tumor ecosystems and clinical outcomes

Fernando Pérez‐Villatoro, Aleksandra Shabanova, Lilian van Wagensveld, Ada Junquera, Iga Niemiec, María Mercedes Hincapié-Otero, Ziqi Kang, Matías Marín Falco, Kürşat Birgin, Sarah Wolf, Ella Anttila, Gayani Anandagoda, Julia Casado, Eric Marcus, Duco Gaillard, , Anniina Färkkilä

Cyclic immunofluorescence of 265 high-grade serous ovarian carcinomas and random-forest feature ranking identify cancer-cell MHC-II as an adjusted predictor of longer survival marking immune-activated tumor-stroma hotspots.

Cancer Discovery · Feb 9, 2026Peer-reviewedCancer Biology✦ In-depth digest

AI aided design of epitope-based vaccine for the induction of cellular immune responses against SARS-CoV-2

Giovanni Mazzocco, Iga Niemiec, Alexander Myronov, Piotr Skoczylas, J. Kaczmarczyk, Anna Sanecka-Duin, Katarzyna Gruba, Paulina Król, Michał Drwal, Marian Szczepanik, Krzysztof Pyrć, Piotr Stępniak

This paper uses AI and bioinformatics to design epitope-based vaccines for cellular immunity against SARS-CoV-2, evaluating immunogenicity and safety risks.

Frontiers in Genetics · Mar 25, 2021Peer-reviewedBioinformatics