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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
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total: 157
Catalog Publications
Year 2014
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Investigation for Genetic Signature of Radiosensitivity – Data Analysis
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Non-dipping and arterial hypertension depend on clinical factors rather than on genetic variability of ACE and RGS2 genes in patients with type 1 diabetes
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Patients with type 1 diabetes transition from pediatric to adult care in Poland—an example from Silesia
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Radiation Therapy-Induced Changes in Serum Lipidome of Head and Neck Cancer Patients
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Radiation-induced Changes in Levels of Selected Proteins in Peripheral Blood Serum of Breast Cancer Patients as a Potential Triage Biodosimeter for Large-scale Radiological Emergencies
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Radiation-Induced Changes in Serum Lipidome of Head and Neck Cancer Patients
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Seeking genetic signature of radiosensitivity - a novel method for data analysis in case of small sample sizes
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Single nucleotide polymorphisms associated with papillary thyroid cancer
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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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Impact of heat shock transcription factor 1 on global gene expression profiles in cells which induce either cytoprotective or pro-apoptotic response following hyperthermia
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Radiation Therapy-Related Changes in Serum Proteome Patterns Are Affected by Medium Doses of Radiation Delivered to Large Volumes of Normal Tissue
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Radiotherapy-related changes in serum proteome patterns of head and neck cancer patients; the effect of low and medium doses of radiation delivered to large volumes of normal tissue
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Sources of High Variance between Probe Signals in Affymetrix Short Oligonucleotide Microarrays
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Support Vector Machines in Biomedical and Biometrical Applications
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Year 2012
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314 Osteopontin as a Potential Serum Marker in Early Breast Cancer-Preliminary Results
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Gaussian mixture decomposition in the analysis of MALDI-TOF spectra
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Quantitative Ultrasound Bone Measurements in Pre-Pubertal Children with Type 1 Diabetes
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The role of selected metalloproteinases in cheiroarthropathy in children with type 1 diabetes - a pilotage study
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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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Radiation-related Changes in Serum Proteome Profiles Detected by Mass Spectrometry in Blood of Patients Treated with Radiotherapy Due to Larynx Cancer
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Radiation-related Changes in Serum Proteome Profiles Detected by Mass Spectrometry in Blood of Patients Treated with Radiotherapy Due to Larynx Cancer
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Rapid increase in the incidence of type 1 diabetes in Polish children from 1989 to 2004, and predictions for 2010 to 2025
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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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HLA Status in Patients with Chronic Spontaneous Urticaria
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Mass spectrometry-based analysis of therapy-related changes in serum proteome patterns of patients with early-stage breast cancer
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Mixture model of NMR - its application to diagnosis and treatment of brain cancer
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Optimizing of MALDI-ToF-based low-molecular-weight serum proteome pattern analysis in detection of breast cancer patients; the effect of albumin removal on classification performance.
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Potential of Serum Proteome Patterns Analysis by MALDI-TOF Mass Spectrometry for Prediction of Acute Radiation Injury Response in Head and Neck Cancers Patients
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Year 2009
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Analyze of Maldi-TOF Proteomic Spectra with Usage of Mixture of Gaussian Distributions
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Incidence trends for childhood type 1 diabetes in Europe during 1989–2003 and predicted new cases 2005–20: a multicentre prospective registration study
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Mass spectrometry-based serum proteome pattern analysis in molecular diagnostics of early stage breast cancer
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Prospective assessment of continuous subcutaneous insulin infusion therapy in young children with type 1 diabetes
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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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Potential clinical application of serum proteome mass spectrometry analyses in breast cancer patients diagnosis and management
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Relationships between acute reactions to radiotherapy in head and neck cancer patients and parameters of radiation-induced DNA damage and repair in their lymphocytes
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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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Gaussian Mixture Decomposition of Time-Course DNA Microarray Data
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Seeking the Factors Predisposing to Local Skin Inflammatory State Development in Children with Type 1 Diabetes (T1DM) Treated with Continuous Subcutaneous Insulin Infusion (CSII)
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The Rate of Improvement in Metabolic Control in Children with Diabetes Mellitus Type 1 on Insulin Glargine Depends on Age
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Year 2006
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