Joanna Polanska
Orcid: 0000-0001-8004-9864
According to our database1,
Joanna Polanska
authored at least 67 papers
between 2004 and 2023.
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Bibliography
2023
Activation maps of convolutional neural networks as a tool for brain degeneration tracking in early diagnosis of dementia in Parkinson's disease based on magnetic resonance imaging.
Signal Image Video Process., November, 2023
Pathological changes or technical artefacts? The problem of the heterogenous databases in COVID-19 CXR image analysis.
Comput. Methods Programs Biomed., October, 2023
Combining low-dose CT-based radiomics and metabolomics for early lung cancer screening support.
CoRR, 2023
BRONCO: Automated modelling of the bronchovascular bundle using the Computed Tomography Images.
CoRR, 2023
Isotopic envelope identification by analysis of the spatial distribution of components in MALDI-MSI data.
CoRR, 2023
Feature Selection Methods Comparison: Logistic Regression-Based Algorithm and Neural Network Tools.
Proceedings of the Practical Applications of Computational Biology and Bioinformatics, 2023
Unsupervised Investigation of Information Captured in Pathway Activity Score in scRNA-Seq Analysis.
Proceedings of the Bioinformatics and Biomedical Engineering, 2023
2022
CoRR, 2022
CIRCA: comprehensible online system in support of chest X-rays-based COVID-19 diagnosis.
CoRR, 2022
Comput. Biol. Medicine, 2022
DiviK: divisive intelligent K-means for hands-free unsupervised clustering in big biological data.
BMC Bioinform., 2022
How to Compare Various Clustering Outcomes? Metrices to Investigate Breast Cancer Patient Subpopulations Based on Proteomic Profiles.
Proceedings of the Bioinformatics and Biomedical Engineering, 2022
Proceedings of the Bioinformatics and Biomedical Engineering, 2022
Proceedings of the Bioinformatics and Biomedical Engineering, 2022
Proceedings of the Bioinformatics and Biomedical Engineering, 2022
2021
May Gender Have an Impact on Methylation Profile and Survival Prognosis in Acute Myeloid Leukemia?
Proceedings of the Practical Applications of Computational Biology & Bioinformatics, 2021
Preliminary study for a fully automated pre-gating method for high-dimensional mass cytometry data.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
2020
IEEE ACM Trans. Comput. Biol. Bioinform., 2020
CoRR, 2020
Robustness of Pathway Enrichment Analysis to Transcriptome-Wide Gene Expression Platform.
Proceedings of the Practical Applications of Computational Biology & Bioinformatics, 2020
2019
Gene set enrichment for reproducible science: comparison of CERNO and eight other algorithms.
Bioinform., 2019
BatchI: Batch effect Identification in high-throughput screening data using a dynamic programming algorithm.
Bioinform., 2019
Machine learning techniques combined with dose profiles indicate radiation response biomarkers.
Int. J. Appl. Math. Comput. Sci., 2019
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
Mathematical Modelling and Effect Size Analysis in Support of Searching for the Proteomic Signature of Radiotherapy Toxicity.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
2018
Can an Integrative SNP Approach Substitute Standard Identification in Comprehensive Case/Control Analyses?
Proceedings of the Practical Applications of Computational Biology and Bioinformatics, 2018
Are Radiosensitive and Regular Response Cells Homogeneous in Their Correlations Between Copy Number State and Surviving Fraction After Irradiation?
Proceedings of the Bioinformatics and Biomedical Engineering, 2018
2017
MiMSeg - an algorithm for automated detection of tumor tissue on NMR apparent diffusion coefficient maps.
Inf. Sci., 2017
BMC Bioinform., 2017
Proceedings of the 11th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2017
Multidimensional Feature Selection and Interaction Mining with Decision Tree Based Ensemble Methods.
Proceedings of the 11th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2017
Proceedings of the 11th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2017
Comparative Analysis of MicroRNA-Target Gene Interaction Prediction Algorithms Based on Integrated P-Value Calculation.
Proceedings of the Man-Machine Interactions 5, 2017
Proceedings of the 3rd International Conference on Frontiers of Signal Processing, 2017
2016
IEEE Trans. Medical Imaging, 2016
Sensitivity, Specificity and Prioritization of Gene Set Analysis When Applying Different Ranking Metrics.
Proceedings of the 10th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2016
Deep Data Analysis of a Large Microarray Collection for Leukemia Biomarker Identification.
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.
Proceedings of the Bioinformatics and Biomedical Engineering, 2016
A Novel Divisive iK-Means Algorithm with Region-Driven Feature Selection as a Tool for Automated Detection of Tumour Heterogeneity in MALDI IMS Experiments.
Proceedings of the Bioinformatics and Biomedical Engineering, 2016
Comparative Analysis of microRNA-Target Gene Interaction Prediction Algorithms - The Attempt to Compare the Results of Three Algorithms.
Proceedings of the Bioinformatics and Biomedical Engineering, 2016
2015
Statistical Integration of p-values for Enhancing Discovery of Radiotoxicity Gene Signatures.
Proceedings of the Bioinformatics and Biomedical Engineering, 2015
Proceedings of the Bioinformatics and Biomedical Engineering, 2015
Modeling of Imaging Mass Spectrometry Data and Testing by Permutation for Biomarkers Discovery in Tissues.
Proceedings of the International Conference on Computational Science, 2015
Comparison of Black Box Implementations of Two Algorithms of Processing of NMR Spectra, Gaussian Mixture Model and Singular Value Decomposition.
Proceedings of the BIOSIGNALS 2015, 2015
Is the Identification of SNP-miRNA Interactions Supporting the Prediction of Human Lymphocyte Transcriptional Radiation Responses?.
Proceedings of the BIOINFORMATICS 2015, 2015
Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015
Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015
2014
Trans. Comput. Collect. Intell., 2014
Sources of High Variance between Probe Signals in Affymetrix Short Oligonucleotide Microarrays.
Sensors, 2014
Integrating Expression Data from Different Microarray Platforms in Search of Biomarkers of Radiosensitivity.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014
Impact of missing genotype imputation on the power of Genome Wide Association Studies.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014
Improvement in the accuracy of Nuclear Magnetic Resonance spectrum analysis by automatic tuning of phase correction algorithms.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014
Modelling of Genetic Interactions in GWAS Reveals More Complex Relations between Genotype and Phenotype.
Proceedings of the BIOINFORMATICS 2014, 2014
Proceedings of the BIOINFORMATICS 2014, 2014
2013
Adaptive filtering of microarray gene expression data based on Gaussian mixture decomposition.
BMC Bioinform., 2013
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2013
Gaussian mixture model based analysis of apparent diffusion coefficient maps for differentiation between malignant and benign brain tumours - preliminary results.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2013
Comparative analysis of the annotation systems of Mus musculus high density expression microarray.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2013
Proceedings of the Man-Machine Interactions 3, 2013
Comparison of Algorithms for Profile-Based Alignment of Low Resolution MALDI-ToF Spectra.
Proceedings of the Man-Machine Interactions 3, 2013
2012
Expert Syst. J. Knowl. Eng., 2012
2011
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011
2010
Proceedings of the Computer Networks - 17th Conference, 2010
2009
Simulation of the Usage of Gaussian Mixture Models for the Purpose of Modelling Virtual Mass Spectrometry Data.
Proceedings of the Medical Informatics in a United and Healthy Europe - Proceedings of MIE 2009, The XXIInd International Congress of the European Federation for Medical Informatics, Sarajevo, Bosnia and Herzegovina, August 30, 2009
Analyze of Maldi-TOF Proteomic Spectra with Usage of Mixture of Gaussian Distributions.
Proceedings of the Man-Machine Interactions, 2009
2004
Estimating Regions of Absolute Stability with the Use of Piecewise Linear Lyapunov Functions.
Eur. J. Control, 2004