Joanna Zyla

According to our database, Joanna Zyla authored at least 21 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

dpGMM: A new R package for efficient and robust Gaussian mixture modeling of 1D and 2D data.

Joanna Zyla, Kamila Szumala, Andrzej Polanski, Joanna Polanska, Michal Marczyk

J. Comput. Sci., 2026

Comparison of algorithms for unsupervised clustering of binary data.

Karolina Widzisz, Mateusz Kania, Joanna Zyla, Andrzej Polanski

Appl. Soft Comput., 2026

2025

Comparative Analysis of Multivariate Mixture Models for Clustering Cancer Expression Data.

Karolina Widzisz, Mateusz Kania, Joanna Zyla, Andrzej Polanski

Proceedings of the 12th International Conference on Bioinformatics Research and Applications, 2025

From Thousands to a Handful: Streamlining Breast Cancer Pathway Enrichment with LLMs.

Mateusz Kania, Joanna Zyla, Karolina Widzisz, Andrzej Polanski

Proceedings of the 12th International Conference on Bioinformatics Research and Applications, 2025

Clustering Single-Cell RNA-seq Data: Impact of Data Binarization on Algorithmic Performance.

Karolina Widzisz, Mateusz Kania, Joanna Zyla, Andrzej Polanski

Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies, 2025

Assessing the Influence of scRNA-Seq Data Normalization on Dimensionality Reduction Outcomes.

Marcel Ochocki, Michal Marczyk, Joanna Zyla

Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies, 2025

2023

Combining low-dose CT-based radiomics and metabolomics for early lung cancer screening support.

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

CoRR, 2023

Unsupervised Investigation of Information Captured in Pathway Activity Score in scRNA-Seq Analysis.

Kamila Szumala, Joanna Polanska, Joanna Zyla

Proceedings of the Bioinformatics and Biomedical Engineering, 2023

2022

Investigating Sources of Zeros in 10× Single-Cell RNAseq Data.

Hanna Slowik, Joanna Zyla, Michal Marczyk

Proceedings of the Bioinformatics and Biomedical Engineering, 2022

Finding Significantly Enriched Cells in Single-Cell RNA Sequencing by Single-Sample Approaches.

Anna Mrukwa, Michal Marczyk, Joanna Zyla

Proceedings of the Bioinformatics and Biomedical Engineering, 2022

2020

Classification supporting COVID-19 diagnostics based on patient survey data.

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

CoRR, 2020

Robustness of Pathway Enrichment Analysis to Transcriptome-Wide Gene Expression Platform.

Joanna Zyla, Kinga Leszczorz, Joanna Polanska

Proceedings of the Practical Applications of Computational Biology & Bioinformatics, 2020

2019

Gene set enrichment for reproducible science: comparison of CERNO and eight other algorithms.

Joanna Zyla, Michal Marczyk, Teresa Domaszewska, Stefan H. E. Kaufmann, Joanna Polanska, January 3rd Weiner

Bioinform., 2019

2017

Ranking metrics in gene set enrichment analysis: do they matter?

Joanna Zyla, Michal Marczyk, January 3rd Weiner, Joanna Polanska

BMC Bioinform., 2017

Reproducibility of Finding Enriched Gene Sets in Biological Data Analysis.

Joanna Zyla, Michal Marczyk, Joanna Polanska

Proceedings of the 11th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2017

2016

Sensitivity, Specificity and Prioritization of Gene Set Analysis When Applying Different Ranking Metrics.

Joanna Zyla, Michal Marczyk, Joanna Polanska

Proceedings of the 10th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2016

Multigene P-value Integration Based on SNPs Investigation for Seeking Radiosensitivity Signatures.

Joanna Zyla, Christophe Badie, Ghazi Alsbeih, Joanna Polanska

Proceedings of the Bioinformatics and Biomedical Engineering, 2016

2015

Is the Identification of SNP-miRNA Interactions Supporting the Prediction of Human Lymphocyte Transcriptional Radiation Responses?.

Marzena Dolbniak, Joanna Zyla, Sylwia Kabacik, Grainne Manning, Christophe Badie, Ghazi Alsbeih, Joanna Polanska

Proceedings of the BIOINFORMATICS 2015, 2015

2014

Modelling of Genetic Interactions in GWAS Reveals More Complex Relations between Genotype and Phenotype.

Joanna Zyla, Christophe Badie, Ghazi Alsbeih, Joanna Polanska

Proceedings of the BIOINFORMATICS 2014, 2014

2013

Seeking for Genetic Signature of Radiosensitivity - Methods for Data Analysis.

Joanna Zyla, Joanna Polanska, Paul Finnon, Robert Bulman, Simon Bouffler, Christophe Badie

Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2013

Investigation for Genetic Signature of Radiosensitivity - Data Analysis.

Joanna Zyla, Paul Finnon, Robert Bulman, Simon Bouffler, Christophe Badie, Joanna Polanska

Proceedings of the Man-Machine Interactions 3, 2013