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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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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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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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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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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Remdesivir-based therapy improved recovery of patients with COVID-19 in the SARSTer multicentre, real-world study
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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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Identification of two novel mutations in human acute myeloid leukemia cases
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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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