Prof. dr hab. inż. Joanna Polanska
Zatrudnienie
- Kierownik Katedry Inżynierii i Analizy Eksploracyjnej Danych w Politechnika Śląska
Publikacje
Filtry
wszystkich: 157
Katalog Publikacji
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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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Germline DNA Retention in Murine and Human Rearranged T Cell Receptor Gene Coding Joints: Alternative Recombination Signal Sequences and V(D)J Recombinase Errors
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Novel Method of Identifying DNA Methylation Fingerprint of Acute Myeloid Leukaemia
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Comparative Analysis of MicroRNA-Target Gene Interaction Prediction Algorithms Based on Integrated P-Value Calculation
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Can an Integrative SNP Approach Substitute Standard Identification in Comprehensive Case/Control Analyses?
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Mathematical Modelling and Effect Size Analysis in Support of Searching for the Proteomic Signature of Radiotherapy Toxicity
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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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Radiation Therapy-Induced Changes in Serum Lipidome of Head and Neck Cancer Patients
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Searching for in vitro biomarkers of susceptibility to prostate and cervical cancers by analysis of chromosomal instability, γ-H2AX foci, polymorphisms in DNA repair genes and apoptosis
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314 Osteopontin as a Potential Serum Marker in Early Breast Cancer-Preliminary Results
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Least Squares Estimators of Peptide Species Concentrations Based on Gaussian Mixture Decompositions of Protein Mass Spectra
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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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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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Automatische Tumorsegmentierung mit spärlich annotierter Lernbasis
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Is the Identification of SNP-miRNA Interactions Supporting the Prediction of Human Lymphocyte Transcriptional Radiation Responses?
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An Efficient Algorithm for Microarray Probes Re-annotation
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Distant Analysis of the GENEPI-ENTB Databank – System Overview
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STATISTICAL EVALUATION OF FAMILIAL RISK FACTORS IN TYPE 1 DIABETES
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Überwachtes Lernen zur Prädiktion von Tumorwachstum
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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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Deep Data Analysis of a Large Microarray Collection for Leukemia Biomarker Identification
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OC-0265: Whole body response to radiation in head and neck and prostate cancer patient; the serum proteome comparative analysis
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Multigene P-value Integration Based on SNPs Investigation for Seeking Radiosensitivity Signatures
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Potential clinical application of serum proteome mass spectrometry analyses in breast cancer patients diagnosis and management
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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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EP-1817: Radiotherapy-related changes in serum proteome patterns of head and neck cancer patients
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Single nucleotide polymorphisms associated with papillary thyroid cancer
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Radiation Therapy–Related Changes in Serum Proteome and Lipidome Are Primarily Associated With a Type of Acute Toxicity: Comparison of Radiation-Induced Effects in Patients Treated Because of Head and Neck Cancer or Prostate Cancer
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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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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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Mixture Model Based Efficient Method for Magnetic Resonance Spectra Quantification
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Analyze of Maldi-TOF Proteomic Spectra with Usage of Mixture of Gaussian Distributions
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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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Breast Cancer Heterogeneity Investigation: Multiple k-Means Clustering Approach
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Improving peak detection by Gaussian mixture modeling of mass spectral signal
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Efficient Algorithm for Microarray Probes Re-annotation
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Investigation for Genetic Signature of Radiosensitivity – Data Analysis
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Partial-Body Irradiation in Patients with Prostate Cancer Treated with IMRT Has Little Effect on the Composition of Serum Proteome
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Statistical Integration of p-values for Enhancing Discovery of Radiotoxicity Gene Signatures
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Mixture model of NMR - its application to diagnosis and treatment of brain cancer
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Identification of two novel mutations in human acute myeloid leukemia cases
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Therapy-Related Changes in the Serum Proteome Patterns of Early Stage Breast Cancer Patients with Different Outcomes
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Machine learning techniques combined with dose profiles indicate radiation response biomarkers
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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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Estimating Regions of Absolute Stability with the Use of Piecewise Linear Lyapunov Functions
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Tumor infiltrating lymphocyte signature is associated with single nucleotide polymorphisms and predicts survival in esophageal squamous cell carcinoma patients
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Robustness of Pathway Enrichment Analysis to Transcriptome-Wide Gene Expression Platform
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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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Prospective assessment of continuous subcutaneous insulin infusion therapy in young children 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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The Rate of Improvement in Metabolic Control in Children with Diabetes Mellitus Type 1 on Insulin Glargine Depends on Age
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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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Tocilizumab Improves the Prognosis of COVID-19 in Patients with High IL-6
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Multidimensional Feature Selection and Interaction Mining with Decision Tree Based Ensemble Methods
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Affymetrix Chip Definition Files Construction Based on Custom Probe Set Annotation Database
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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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Sensitivity, Specificity and Prioritization of Gene Set Analysis When Applying Different Ranking Metrics
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Modeling of Imaging Mass Spectrometry Data and Testing by Permutation for Biomarkers Discovery in Tissues
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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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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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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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Bone status in adolescents and young adults with type 1 diabetes: a 10-year longitudinal 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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Performance of various risk prediction models in a large lung cancer screening cohort in Gdańsk, Poland—a comparative study
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Transcriptomic and proteomic analysis of mouse radiation-induced acute myeloid leukaemia (AML)
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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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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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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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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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Initializing the EM Algorithm for Univariate Gaussian, Multi-Component, Heteroscedastic Mixture Models by Dynamic Programming Partitions
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Serum Metabolite Profiles in Participants of Lung Cancer Screening Study; Comparison of Two Independent Cohorts
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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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Heart irradiation reduces microvascular density and accumulation of HSPA1 in mice
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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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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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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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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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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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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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wyświetlono 621 razy