Joanna Zyla

20 papers Misc 3Journal 5Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
dpGMM: A new R package for efficient and robust Gaussian mixture modeling of 1D and 2D data.
J. Comput. Sci.
Joanna Zyla, Kamila Szumala, Andrzej Polanski, Joanna Polanska, Michal Marczyk
2025 — conf
Assessing the Influence of scRNA-Seq Data Normalization on Dimensionality Reduction Outcomes.
BIOSTEC (1)
Marcel Ochocki, Michal Marczyk, Joanna Zyla
2025 — conf
Clustering Single-Cell RNA-seq Data: Impact of Data Binarization on Algorithmic Performance.
BIOSTEC (1)
Karolina Widzisz, Mateusz Kania, Joanna Zyla, Andrzej Polanski
2025 — conf
Comparative Analysis of Multivariate Mixture Models for Clustering Cancer Expression Data.
ICBRA
Karolina Widzisz, Mateusz Kania, Joanna Zyla, Andrzej Polanski
2025 — conf
From Thousands to a Handful: Streamlining Breast Cancer Pathway Enrichment with LLMs.
ICBRA
Mateusz Kania, Joanna Zyla, Karolina Widzisz, Andrzej Polanski
2023 J jnl
Combining low-dose CT-based radiomics and metabolomics for early lung cancer screening support.
CoRR
Joanna Zyla, Michal Marczyk, Wojciech Prazuch, Marek Socha, Aleksandra Suwalska, Agata Durawa, Malgorzata Jelitto-Górska, Katarzyna Dziadziuszko, Edyta Szurowska, Witold Rzyman, Piotr Widlak, Joanna Polanska
2023 — conf
Unsupervised Investigation of Information Captured in Pathway Activity Score in scRNA-Seq Analysis.
IWBBIO (2)
Kamila Szumala, Joanna Polanska, Joanna Zyla
2022 — conf
Finding Significantly Enriched Cells in Single-Cell RNA Sequencing by Single-Sample Approaches.
IWBBIO (2)
Anna Mrukwa, Michal Marczyk, Joanna Zyla
2022 — conf
Investigating Sources of Zeros in 10× Single-Cell RNAseq Data.
IWBBIO (2)
Hanna Slowik, Joanna Zyla, Michal Marczyk
2020 J jnl
Classification supporting COVID-19 diagnostics based on patient survey data.
CoRR
Joanna Henzel, Joanna Tobiasz, Michal Kozielski, Malgorzata Bach, Pawel Foszner, Aleksandra Gruca, Mateusz Kania, Justyna Mika, Anna Papiez, Aleksandra Werner, Joanna Zyla, Jerzy Jaroszewicz, Joanna Polanska, Marek Sikora
2020 Misc conf
Robustness of Pathway Enrichment Analysis to Transcriptome-Wide Gene Expression Platform.
PACBB
Joanna Zyla, Kinga Leszczorz, Joanna Polanska
2019 J jnl
Gene set enrichment for reproducible science: comparison of CERNO and eight other algorithms.
Bioinform.
Joanna Zyla, Michal Marczyk, Teresa Domaszewska, Stefan H. E. Kaufmann, Joanna Polanska, January 3rd Weiner
2017 J jnl
Ranking metrics in gene set enrichment analysis: do they matter?
BMC Bioinform.
Joanna Zyla, Michal Marczyk, January 3rd Weiner, Joanna Polanska
2017 Misc conf
Reproducibility of Finding Enriched Gene Sets in Biological Data Analysis.
PACBB
Joanna Zyla, Michal Marczyk, Joanna Polanska
2016 — conf
Multigene P-value Integration Based on SNPs Investigation for Seeking Radiosensitivity Signatures.
IWBBIO
Joanna Zyla, Christophe Badie, Ghazi Alsbeih, Joanna Polanska
2016 Misc conf
Sensitivity, Specificity and Prioritization of Gene Set Analysis When Applying Different Ranking Metrics.
PACBB
Joanna Zyla, Michal Marczyk, Joanna Polanska
2015 — conf
Is the Identification of SNP-miRNA Interactions Supporting the Prediction of Human Lymphocyte Transcriptional Radiation Responses?.
BIOINFORMATICS
Marzena Dolbniak, Joanna Zyla, Sylwia Kabacik, Grainne Manning, Christophe Badie, Ghazi Alsbeih, Joanna Polanska
2014 — conf
Modelling of Genetic Interactions in GWAS Reveals More Complex Relations between Genotype and Phenotype.
BIOINFORMATICS
Joanna Zyla, Christophe Badie, Ghazi Alsbeih, Joanna Polanska
2013 — conf
Investigation for Genetic Signature of Radiosensitivity - Data Analysis.
ICMMI
Joanna Zyla, Paul Finnon, Robert Bulman, Simon Bouffler, Christophe Badie, Joanna Polanska
2013 — conf
Seeking for Genetic Signature of Radiosensitivity - Methods for Data Analysis.
IWBBIO
Joanna Zyla, Joanna Polanska, Paul Finnon, Robert Bulman, Simon Bouffler, Christophe Badie