Prof. dr hab. inż. Joanna Polanska
Employment
- Professor of Bioinformatics, Head of the Department of Data Science and Engineering at Silesian University of Technology
Research fields
Publications
Filters
total: 157
Catalog Publications
Year 2007
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2014 POSTER Serum proteome mass spectrometry analyses for identification of novel diagnostic biomarkers in breast cancer patients
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Application of Bayesian networks for inferring cause–effect relations from gene expression profiles of cancer versus normal cells
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Year 2012
Year 2004
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40th EASD Annual Meeting of the European Association for the Study of Diabetes
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Estimating Regions of Absolute Stability with the Use of Piecewise Linear Lyapunov Functions
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Year 2016
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A Novel Divisive iK-Means Algorithm with Region-Driven Feature Selection as a Tool for Automated Detection of Tumour Heterogeneity in MALDI IMS Experiments
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Comparative Analysis of microRNA-Target Gene Interaction Prediction Algorithms - The Attempt to Compare the Results of Three Algorithms
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DALSA: Domain Adaptation for Supervised Learning From Sparsely Annotated MR Images
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Deep Data Analysis of a Large Microarray Collection for Leukemia Biomarker Identification
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Detection of molecular signatures of oral squamous cell carcinoma and normal epithelium - application of a novel methodology for unsupervised segmentation of imaging mass spectrometry data
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Early Detection of Malignant Transformation in Resected WHO II Low-Grade Glioma Using Diffusion Tensor-Derived Quantitative Measures
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Year 2005
Year 2021
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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
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Administration of tocilizumab to patients with high concentrations of IL-6 in the course of COVID-19 is associated with a better prognosis
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Year 2013
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Adaptive filtering of microarray gene expression data based on Gaussian mixture decomposition
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Association between Age at Diagnosis of Graves' Disease and Variants in Genes Involved in Immune Response
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Year 2011
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Affymetrix Chip Definition Files Construction Based on Custom Probe Set Annotation Database
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Association between plasma proteome profiles analysed by mass spectrometry, a lymphocyte-based DNA-break repair assay and radiotherapy-induced acute mucosal reaction in head and neck cancer patients
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Comparison of peptide cancer signatures identified by mass spectrometry in serum of patients with head and neck, lung and colorectal cancers: Association with tumor progression
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Efficient Algorithm for Microarray Probes Re-annotation
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Year 2008
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An analysis of the prevalence of thyroid autoantibodies: thyroid peroxidase antibodies (ATA) and thyroglobulin antibodies (ATG) in children with newly diagnosed diabetes mellitus type 1 during 2000–2004 in the Upper Silesia region, Poland
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Does social–economical transformation influence the incidence of type 1 diabetes mellitus? A Polish example
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Year 2014
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An Efficient Algorithm for Microarray Probes Re-annotation
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ATP4A autoimmunity andHelicobacter pyloriinfection in children with type 1 diabetes
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Blood pressure disturbances and endothelial dysfunction markers in children and adolescents with type 1 diabetes
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Comparison of Algorithms for Profile-Based Alignment of Low Resolution MALDI-ToF Spectra
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EP-1817: Radiotherapy-related changes in serum proteome patterns of head and neck cancer patients
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Year 2009
Year 2018
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Are Radiosensitive and Regular Response Cells Homogeneous in Their Correlations Between Copy Number State and Surviving Fraction After Irradiation?
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ATP4A autoimmunity in pediatric patients with type 1 diabetes and its relationship to blood count, iron metabolism, and vitamin B12
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Comparative Analysis of MicroRNA-Target Gene Interaction Prediction Algorithms Based on Integrated P-Value Calculation
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Favourable outcomes in patients with early-stage non-small-cell lung cancer operated on by video-assisted thoracoscopic surgery: a propensity score-matched analysis†
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Year 2015
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Automatische Tumorsegmentierung mit spärlich annotierter Lernbasis
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Corrigendum to “Blood pressure disturbances and endothelial dysfunction markers in children and adolescents with type 1 diabetes” [Atherosclerosis 237 (2014) 129–134]
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Year 2019
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BatchI: Batch effect Identification in high-throughput screening data using a dynamic programming algorithm
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Breast Cancer Heterogeneity Investigation: Multiple k-Means Clustering Approach
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Can an Integrative SNP Approach Substitute Standard Identification in Comprehensive Case/Control Analyses?
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Combining CDKN1A gene expression and genome-wide SNPs in a twin cohort to gain insight into the heritability of individual radiosensitivity
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Discrimination of normal oral mucosa from oral cancer by mass spectrometry imaging of proteins and lipids
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Erratum: Cuceu, C., et al. Independent Mechanisms Lead to Genomic Instability in Hodgkin Lymphoma: Microsatellite or Chromosomal Instability. Cancers 2018, 10, 233
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GaMRed – adaptive filtering of high-throughput biological data
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Year 2010
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Birthweight and the risk of childhood-onset type 1 diabetes: a meta-analysis of observational studies using individual patient data
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Bone status in adolescents with type 1 diabetes
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Bystander Effects Induced by Medium From Irradiated Cells: Similar Transcriptome Responses in Irradiated and Bystander K562 Cells
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Distant Analysis of the GENEPI-ENTB Databank – System Overview
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Epidemiology of type 1 diabetes among Silesian children aged 0–14 years, 1989–2005
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Year 2020
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Bone status in adolescents and young adults with type 1 diabetes: a 10-year longitudinal study
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Classification of Thyroid Tumors Based on Mass Spectrometry Imaging of Tissue Microarrays; a Single-Pixel Approach
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Year 2003
Year 2017
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