Prof. dr hab. inż. Joanna Polanska
Zatrudnienie
- Kierownik Katedry Inżynierii i Analizy Eksploracyjnej Danych w Politechnika Śląska
Publikacje
Filtry
wszystkich: 157
Katalog Publikacji
Rok 2007
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2014 POSTER Serum proteome mass spectrometry analyses for identification of novel diagnostic biomarkers in breast cancer patients
Publikacja -
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
Publikacja
Rok 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
Publikacja
Rok 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
Publikacja
Rok 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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Influence of genetic background and oxidative stress response on risk of mandibular osteoradionecrosis after radiotherapy of head and neck cancer
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Multigene P-value Integration Based on SNPs Investigation for Seeking Radiosensitivity Signatures
Publikacja
Rok 2005
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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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Influence of Polymorphisms in DNA Repair GenesXPD, XRCC1andMGMTon DNA Damage Induced by Gamma Radiation and its Repair in LymphocytesIn Vitro
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Rok 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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Identification of two novel mutations in human acute myeloid leukemia cases
Publikacja
Rok 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
Publikacja
Rok 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
Publikacja
Rok 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
Publikacja
Rok 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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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
Publikacja
Rok 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
Publikacja
Rok 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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Heart irradiation reduces microvascular density and accumulation of HSPA1 in mice
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Independent Mechanisms Lead to Genomic Instability in Hodgkin Lymphoma: Microsatellite or Chromosomal Instability
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Initializing the EM Algorithm for Univariate Gaussian, Multi-Component, Heteroscedastic Mixture Models by Dynamic Programming Partitions
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Integrative multiomics study for validation of mechanisms in radiation-induced ischemic heart disease in Mayak workers
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Markers of Anemia in Children with Type 1 Diabetes
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Odróżnienie brodawkowatego raka tarczycy od tkanki nienowotworowej w oparciu o profilowanie lipidów metodą MALDI-MSI
Publikacja
Rok 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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Identification of serum proteome signatures of locally advanced and metastatic gastric cancer: a pilot study
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Incidence of type 1 diabetes among Polish children ages 0–14 years from 1989–2012
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Is the Identification of SNP-miRNA Interactions Supporting the Prediction of Human Lymphocyte Transcriptional Radiation Responses?
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Least Squares Estimators of Peptide Species Concentrations Based on Gaussian Mixture Decompositions of Protein Mass Spectra
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Mixture Model Based Efficient Method for Magnetic Resonance Spectra Quantification
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Modeling of Imaging Mass Spectrometry Data and Testing by Permutation for Biomarkers Discovery in Tissues
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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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Partial-Body Irradiation in Patients with Prostate Cancer Treated with IMRT Has Little Effect on the Composition of Serum Proteome
Publikacja
Rok 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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Gene set enrichment for reproducible science: comparison of CERNO and eight other algorithms
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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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Increased plasma concentration of 4-pyridone-3-carboxamide-1-ß-D-ribonucleoside (4PYR) in lung cancer. Preliminary studies
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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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Lung cancer survival and comorbidities in lung cancer screening participants of the Gdańsk screening cohort
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Machine learning techniques combined with dose profiles indicate radiation response biomarkers
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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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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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Novel TG‐FGFR1 and TRIM33‐NTRK1 transcript fusions in papillary thyroid carcinoma
Publikacja
Rok 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.
Publikacja
Rok 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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Kras mutations and PU.1 promoter methylation are new pathways in murine radiation-induced AML
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Molecular Profiling for Predictors of Radiosensitivity in Patients with Breast or Head-and-Neck Cancer
Publikacja
Rok 2003
Rok 2017
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Comprehensive Analysis of MILE Gene Expression Data Set Advances Discovery of Leukaemia Type and Subtype Biomarkers
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Improving peak detection by Gaussian mixture modeling of mass spectral signal
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Low-dose radiation accelerates aging of the T-cell receptor repertoire in CBA/Ca mice
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MiMSeg - an algorithm for automated detection of tumor tissue on NMR apparent diffusion coefficient maps.
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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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Multidimensional Feature Selection and Interaction Mining with Decision Tree Based Ensemble Methods
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Novel Method of Identifying DNA Methylation Fingerprint of Acute Myeloid Leukaemia
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Panel of serum metabolites discriminates cancer patients and healthy participants of lung cancer screening - a pilot study
Publikacja
Rok 2006
wyświetlono 621 razy