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SQUILLARIO , Margherita

Last name: SQUILLARIO

First name: Margherita

    Recent uploads

  • 2010 (v1)
    Publication
    Metadata-only
    L1-L2 regularization framework for Alzheimer's molecular characterization
    BARLA, ANNALISA MASECCHIA, SALVATORE SQUILLARIO, MARGHERITA

    No description

    Uploaded on: April 14, 2023
  • 2010 (v1)
    Publication
    Metadata-only
    Functional characterization of Parkinson by high-throughput data analysis with l1l2 regularization
    SQUILLARIO, MARGHERITA MASECCHIA, SALVATORE BARLA, ANNALISA

    No description

    Uploaded on: April 14, 2023
  • 2011 (v1)
    Publication
    Metadata-only
    Uncovering Candidate Biomarkers for Alzheimer's and Parkison's Diseases with Regularization Methods and Prior Knowledge
    SQUILLARIO, MARGHERITA MASECCHIA, SALVATORE ZYCINSKI, GRZEGORZ

    No description

    Uploaded on: April 14, 2023
  • 2013 (v1)
    Publication
    Metadata-only
    Identifying relevant gene functions in Parkinson's disease: a comparison between analysis pipelines.
    SQUILLARIO, MARGHERITA ZYCINSKI, GRZEGORZ BARLA, ANNALISA

    No description

    Uploaded on: April 14, 2023
  • 2016 (v1)
    Publication
    Metadata-only
    Enhancing Interpretability of Gene Signatures with Prior Biological Knowledge
    SQUILLARIO, MARGHERITA BARBIERI, MATTEO VERRI, ALESSANDRO

    Biological interpretability is a key requirement for the output of microarray data analysis pipelines. The most used pipeline first identifies a gene signature from the acquired measurements and then uses gene enrichment analysis as a tool for functionally characterizing the obtained results. Recently Knowledge Driven Variable Selection (KDVS),...

    Uploaded on: April 14, 2023
  • 2011 (v1)
    Publication
    Metadata-only
    A molecular based subtyping in juvenile idiopathic arthritis (JIA)
    SQUILLARIO, MARGHERITA MALATTIA, CLARA BASSO, CURZIO

    No description

    Uploaded on: April 14, 2023
  • 2012 (v1)
    Publication
    Metadata-only
    Analysis of a Parkinson's dataset: comparison between KDVS and the Standard pipeline
    SQUILLARIO, MARGHERITA ZYCINSKI, GRZEGORZ MASECCHIA, SALVATORE

    No description

    Uploaded on: April 14, 2023
  • 2013 (v1)
    Publication
    Metadata-only
    Knowledge Driven Variable Selection (KDVS) - a new approach to enrichment analysis of gene signatures obtained from high-throughput data
    ZYCINSKI, GRZEGORZ BARLA, ANNALISA SQUILLARIO, MARGHERITA

    No description

    Uploaded on: April 14, 2023
  • 2012 (v1)
    Publication
    Metadata-only
    Inferring oncogenetic tree-models from aCGH of metastatic neuroblastoma
    MASECCHIA, SALVATORE BARLA, ANNALISA SQUILLARIO, MARGHERITA

    No description

    Uploaded on: April 14, 2023
  • 2014 (v1)
    Publication
    Metadata-only
    Identification of Pathway Signatures in Parkinson's Disease with Gene Ontology and Sparse Regularization
    SQUILLARIO, MARGHERITA ZYCINSKI, GRZEGORZ BARLA, ANNALISA

    No description

    Uploaded on: April 14, 2023
  • 2011 (v1)
    Publication
    Metadata-only
    A machine learning pipeline for discriminant pathways identification
    BARLA, ANNALISA SQUILLARIO, MARGHERITA G. Jurman

    No description

    Uploaded on: April 14, 2023
  • 2012 (v1)
    Publication
    Metadata-only
    Discriminant functional gene groups identification with machine learning and prior knowledge
    ZYCINSKI, GRZEGORZ SQUILLARIO, MARGHERITA BARLA, ANNALISA

    No description

    Uploaded on: April 14, 2023
  • 2014 (v1)
    Publication
    Metadata-only
    A Machine Learning Pipeline for Identification of Discriminant Pathways
    BARLA, ANNALISA SQUILLARIO, MARGHERITA G. Jurman

    No description

    Uploaded on: April 14, 2023
  • 2012 (v1)
    Publication
    Metadata-only
    Effect of Size and Heterogeneity of Samples on Biomarker Discovery: Synthetic and Real Data Assessment
    Barbara Di Camillo Tiziana Sanavia Matteo Martini

    No description

    Uploaded on: April 14, 2023
  • 2012 (v1)
    Publication
    Metadata-only
    A Machine Learning Pipeline For Discriminant Pathways Identification
    BARLA, ANNALISA SQUILLARIO, MARGHERITA G. Jurman

    No description

    Uploaded on: April 14, 2023

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