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Paulina Szymczak
Paulina Szymczak
University of Warsaw
Verified email at uw.edu.pl
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Year
Discovering highly potent antimicrobial peptides with deep generative model HydrAMP
P Szymczak, M Możejko, T Grzegorzek, R Jurczak, M Bauer, D Neubauer, ...
Nature Communications 14 (1), 1453, 2023
28*2023
Celloscope: a probabilistic model for marker-gene-driven cell type deconvolution in spatial transcriptomics data
A Geras, S Darvish Shafighi, K Domżał, I Filipiuk, A Rączkowska, ...
Genome Biology 24 (1), 120, 2023
82023
Artificial intelligence-driven antimicrobial peptide discovery
P Szymczak, E Szczurek
Current Opinion in Structural Biology 83, 102733, 2023
32023
A generative recommender system with GMM prior for cancer drug generation and sensitivity prediction
K Koras, M Možejko, P Szymczak, A Izdebski, E Staub, E Szczurek
Machine Learning in Computational Biology, 61-73, 2022
2022
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Articles 1–4