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
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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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Birthweight and the risk of childhood-onset type 1 diabetes: a meta-analysis of observational studies using individual patient data
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Radiomics and artificial intelligence in lung cancer screening
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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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Gene set enrichment for reproducible science: comparison of CERNO and eight other algorithms
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DALSA: Domain Adaptation for Supervised Learning From Sparsely Annotated MR Images
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Bulky DNA adducts in human sperm: relationship with fertility, semen quality, smoking, and environmental factors
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Mass spectrometry-based serum proteome pattern analysis in molecular diagnostics of early stage breast cancer
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Stage I non-small-cell lung cancer: long-term results of lobectomy versus sublobar resection from the Polish National Lung Cancer Registry†
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Serum lipid profile discriminates patients with early lung cancer from healthy controls
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Influence of Polymorphisms in DNA Repair GenesXPD, XRCC1andMGMTon DNA Damage Induced by Gamma Radiation and its Repair in LymphocytesIn Vitro
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Prognostic value of 5-microRNA based signature in T2-T3N0 colon cancer
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Updated 24-year trend of Type 1 diabetes incidence in children in Poland reveals a sinusoidal pattern and sustained increase
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Ranking metrics in gene set enrichment analysis: do they matter?
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Ionizing radiation affects the composition of the proteome of extracellular vesicles released by head-and-neck cancer cells in vitro
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Adaptive filtering of microarray gene expression data based on Gaussian mixture decomposition
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Tissue fixed with formalin and processed without paraffin embedding is suitable for imaging of both peptides and lipids by MALDI-IMS
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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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Proteomic profile of melanoma cell‐derived small extracellular vesicles in patients’ plasma: a potential correlate of melanoma progression
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Association between Age at Diagnosis of Graves' Disease and Variants in Genes Involved in Immune Response
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Molecular profiles of thyroid cancer subtypes: Classification based on features of tissue revealed by mass spectrometry imaging
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Signal Partitioning Algorithm for Highly Efficient Gaussian Mixture Modeling in Mass Spectrometry
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Radiation-Induced Changes in Serum Lipidome of Head and Neck Cancer Patients
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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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Interaction of HLA-DRB1 Alleles with CTLA-4 in the Predisposition to Graves' Disease: The Impact of DRB1*07
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Discrimination of normal oral mucosa from oral cancer by mass spectrometry imaging of proteins and lipids
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Serum Proteome Signature of Radiation Response: Upregulation of Inflammation-Related Factors and Downregulation of Apolipoproteins and Coagulation Factors in Cancer Patients Treated With Radiation Therapy—A Pilot Study
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Panel of serum metabolites discriminates cancer patients and healthy participants of lung cancer screening - a pilot study
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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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Odróżnienie brodawkowatego raka tarczycy od tkanki nienowotworowej w oparciu o profilowanie lipidów metodą MALDI-MSI
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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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Serum mass profile signature as a biomarker of early lung cancer
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Blood pressure disturbances and endothelial dysfunction markers in children and adolescents with type 1 diabetes
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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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Prevalence of diabetes in Poland: a combined analysis of national databases
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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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Remission phase in children diagnosed with type 1 diabetes in years 2012 to 2013 in Silesia, Poland: An observational study
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Molecular Heterogeneity of Papillary Thyroid Cancer: Comparison of Primary Tumors and Synchronous Metastases in Regional Lymph Nodes by Mass Spectrometry Imaging
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Pro-death signaling of cytoprotective heat shock factor 1: upregulation of NOXA leading to apoptosis in heat-sensitive cells
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Molecular Profiling for Predictors of Radiosensitivity in Patients with Breast or Head-and-Neck Cancer
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HLA Status in Patients with Chronic Spontaneous Urticaria
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Tocilizumab Improves the Prognosis of COVID-19 in Patients with High IL-6
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Novel TG‐FGFR1 and TRIM33‐NTRK1 transcript fusions in papillary thyroid carcinoma
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Systemic Effects of Radiotherapy and Concurrent Chemo-Radiotherapy in Head and Neck Cancer Patients—Comparison of Serum Metabolome Profiles
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Reasons for the discontinuation of therapy of personal insulin pump in children with type 1 diabetes
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BatchI: Batch effect Identification in high-throughput screening data using a dynamic programming algorithm
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Support Vector Machines in Biomedical and Biometrical Applications
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Identification of serum proteome signatures of locally advanced and metastatic gastric cancer: a pilot study
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Epidemiology of type 1 diabetes among Silesian children aged 0–14 years, 1989–2005
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Low-dose radiation accelerates aging of the T-cell receptor repertoire in CBA/Ca mice
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Incidence of type 1 diabetes among Polish children ages 0–14 years from 1989–2012
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Influence of genetic background and oxidative stress response on risk of mandibular osteoradionecrosis after radiotherapy of head and neck cancer
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MiMSeg - an algorithm for automated detection of tumor tissue on NMR apparent diffusion coefficient maps.
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Independent Mechanisms Lead to Genomic Instability in Hodgkin Lymphoma: Microsatellite or Chromosomal Instability
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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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Does social–economical transformation influence the incidence of type 1 diabetes mellitus? A Polish example
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Remdesivir-based therapy improved recovery of patients with COVID-19 in the SARSTer multicentre, real-world 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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Is the Association Between TNF-α-308 A Allele and DMT1 Independent of HLA-DRB1, DQB1 Alleles?
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40th EASD Annual Meeting of the European Association for the Study of Diabetes
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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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Systemic modulation of stress and immune parameters in patients treated for prostate adenocarcinoma by intensity-modulated radiation therapy or stereotactic ablative body radiotherapy
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Bone status in adolescents with type 1 diabetes
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Region-Specific Methylation Profiling in Acute Myeloid Leukemia
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Kras mutations and PU.1 promoter methylation are new pathways in murine radiation-induced AML
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Integrative multiomics study for validation of mechanisms in radiation-induced ischemic heart disease in Mayak workers
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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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Heart irradiation reduces microvascular density and accumulation of HSPA1 in mice
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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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Sources of High Variance between Probe Signals in Affymetrix Short Oligonucleotide Microarrays
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GaMRed – adaptive filtering of high-throughput biological data
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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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Serum Metabolite Profiles in Participants of Lung Cancer Screening Study; Comparison of Two Independent Cohorts
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Initializing the EM Algorithm for Univariate Gaussian, Multi-Component, Heteroscedastic Mixture Models by Dynamic Programming Partitions
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Comprehensive Analysis of MILE Gene Expression Data Set Advances Discovery of Leukaemia Type and Subtype Biomarkers
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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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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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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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Early Detection of Malignant Transformation in Resected WHO II Low-Grade Glioma Using Diffusion Tensor-Derived Quantitative Measures
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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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Strategies for optimizing the phase correction algorithms in Nuclear Magnetic Resonance spectroscopy
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Gaussian mixture decomposition in the analysis of MALDI-TOF spectra
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ATP4A autoimmunity andHelicobacter pyloriinfection in children with type 1 diabetes
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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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Markers of Anemia in Children with Type 1 Diabetes
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Quantitative Ultrasound Bone Measurements in Pre-Pubertal Children with Type 1 Diabetes
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Transcriptomic and proteomic analysis of mouse radiation-induced acute myeloid leukaemia (AML)
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Performance of various risk prediction models in a large lung cancer screening cohort in Gdańsk, Poland—a comparative study
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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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Lung cancer survival and comorbidities in lung cancer screening participants of the Gdańsk screening cohort
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Wiek zachorowania i płeć jako czynniki modyfikujące związek polimorfizmów zlokalizowanych na chromosomie 9q22 i 14q13 z rakiem brodawkowatym tarczycy
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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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Bone status in adolescents and young adults with type 1 diabetes: a 10-year longitudinal study
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Gaussian Mixture Decomposition of Time-Course DNA Microarray Data
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The role of selected metalloproteinases in cheiroarthropathy in children with type 1 diabetes - a pilotage study
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Increased plasma concentration of 4-pyridone-3-carboxamide-1-ß-D-ribonucleoside (4PYR) in lung cancer. Preliminary studies
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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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A Simple Model of Linkage Disequilibrium and Genetic Drift in Human Genomic SNPs: Importance of Demography and SNP Age
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Reproducibility of Finding Enriched Gene Sets in Biological Data Analysis
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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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