Wyszukiwarka
Prof. dr hab. inż. Joanna Polanska
Zatrudnienie
- Kierownik Katedry Inżynierii i Analizy Eksploracyjnej Danych w Politechnika Śląska
Publikacje
Filtry
wszystkich: 157
Katalog Publikacji
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
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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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Proteomic profile of melanoma cell‐derived small extracellular vesicles in patients’ plasma: a potential correlate of melanoma progression
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Radiomics and artificial intelligence in lung cancer screening
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Robustness of Pathway Enrichment Analysis to Transcriptome-Wide Gene Expression Platform
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Serum Metabolite Profiles in Participants of Lung Cancer Screening Study; Comparison of Two Independent Cohorts
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Tocilizumab Improves the Prognosis of COVID-19 in Patients with High IL-6
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Tocilizumab Improves the Prognosis of COVID-19 in Patients with High IL-6
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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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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
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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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Remdesivir-based therapy improved recovery of patients with COVID-19 in the SARSTer multicentre, real-world study
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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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Systemic Effects of Radiotherapy and Concurrent Chemo-Radiotherapy in Head and Neck Cancer Patients—Comparison of Serum Metabolome Profiles
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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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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
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Prevalence of diabetes in Poland: a combined analysis of national databases
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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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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
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Region-Specific Methylation Profiling in Acute Myeloid Leukemia
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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
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Ranking metrics in gene set enrichment analysis: do they matter?
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Reproducibility of Finding Enriched Gene Sets in Biological Data Analysis
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Serum lipid profile discriminates patients with early lung cancer from healthy controls
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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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Updated 24-year trend of Type 1 diabetes incidence in children in Poland reveals a sinusoidal pattern and sustained increase
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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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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
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Prognostic value of 5-microRNA based signature in T2-T3N0 colon 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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Sensitivity, Specificity and Prioritization of Gene Set Analysis When Applying Different Ranking Metrics
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Serum mass profile signature as a biomarker of early lung cancer
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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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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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Transcriptomic and proteomic analysis of mouse radiation-induced acute myeloid leukaemia (AML)
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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
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Reasons for the discontinuation of therapy of personal insulin pump in children with type 1 diabetes
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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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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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Signal Partitioning Algorithm for Highly Efficient Gaussian Mixture Modeling in Mass Spectrometry
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Statistical Integration of p-values for Enhancing Discovery of Radiotoxicity Gene Signatures
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Strategies for optimizing the phase correction algorithms in Nuclear Magnetic Resonance spectroscopy
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Überwachtes Lernen zur Prädiktion von Tumorwachstum
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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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wyświetlono 617 razy