SQUILLARIO, MARGHERITA

SQUILLARIO, MARGHERITA  

100023 - Dipartimento di Informatica, bioingegneria, robotica e ingegneria dei sistemi  

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A machine learning pipeline for discriminant pathways identification 1-gen-2011 Barla, Annalisa; G., Jurman; R., Visintainer; Squillario, Margherita; M., Filosi; S., Riccadonna; C., Furlanello
A Machine Learning Pipeline For Discriminant Pathways Identification 1-gen-2012 Barla, Annalisa; G., Jurman; R., Visintainer; Squillario, Margherita; M., Filosi; S., Riccadonna; C., Furlanello
A Machine Learning Pipeline for Identification of Discriminant Pathways 1-gen-2014 Barla, Annalisa; G., Jurman; R., Visintainer; Squillario, Margherita; M., Filosi; S., Riccadonna; C., Furlanello
Adenine: A HPC-oriented tool for biological data exploration 1-gen-2019 Fiorini, Samuele; Tomasi, Federico; Squillario, Margherita; Barla, Annalisa
Analysis of a Parkinson's dataset: comparison between KDVS and the Standard pipeline 1-gen-2012 Squillario, Margherita; Zycinski, Grzegorz; Masecchia, Salvatore; Verri, Alessandro; Barla, Annalisa
Case Report: Whole Exome Sequencing Revealed Disease-Causing Variants in Two Genes in a Patient With Autism Spectrum Disorder, Intellectual Disability, Hyperactivity, Sleep and Gastrointestinal Disturbances 1-gen-2021 Cerminara, M.; Spirito, G.; Pisciotta, L.; Squillario, M.; Servetti, M.; Divizia, M. T.; Lerone, M.; Berloco, B.; Boeri, S.; Nobili, L.; Vozzi, D.; Sanges, R.; Gustincich, S.; Puliti, A.
Different features of tumor-associated NK cells in patients with low-grade or high-grade peritoneal carcinomatosis 1-gen-2019 Pesce, S.; Belgrano, V.; Greppi, M.; Carlomagno, S.; Squillario, M.; Barla, A.; Della Chiesa, M.; Di Domenico, S.; Mavilio, D.; Moretta, L.; Candiani, S.; Sivori, S.; De Cian, F.; Marcenaro, E.
Discriminant functional gene groups identification with machine learning and prior knowledge 1-gen-2012 Zycinski, Grzegorz; Squillario, Margherita; Barla, Annalisa; T., Sanavia; Verri, Alessandro; B., Di Camillo
Effect of Size and Heterogeneity of Samples on Biomarker Discovery: Synthetic and Real Data Assessment 1-gen-2012 Barbara Di, Camillo; Tiziana, Sanavia; Matteo, Martini; Giuseppe, Jurman; Francesco, Sambo; Barla, Annalisa; Squillario, Margherita; Cesare, Furlanello; Gianna, Toffolo; Claudio, Cobelli
Effect of size and heterogeneity of samples on biomarker discovery: synthetic and real data assessment 1-gen-2010 Di Camillo, B.; Martini, M; Sanavia, T; Jurman, G; Sambo, F; Barla, Annalisa; Squillario, Margherita; Furlanello, C; Toffolo, G; Cobelli, C.
Enhancing Interpretability of Gene Signatures with Prior Biological Knowledge 1-gen-2016 Squillario, Margherita; Barbieri, Matteo; Verri, Alessandro; Barla, Annalisa
Epigenetic Regulation in Myelodysplastic Syndrome as A Consequence of A MicroRNA Dysregulation 1-gen-2021 Avenoso, Daniele; Squillario, Margherita; Barla, Annalisa; Verri, Alessandro; Carminati, Enrico; Nurra, Clara; Todisco, Elisabetta; Gigli, Federica; Bertolini, Francesco; Gregato, Giuliana; Poletti, Claudia; Miglino, Maurizio
Functional characterization of Parkinson by high-throughput data analysis with l1l2 regularization 1-gen-2010 Squillario, Margherita; Masecchia, Salvatore; Barla, Annalisa
Gut Microbiota in T1DM-Onset Pediatric Patients: Machine-Learning Algorithms to Classify Microorganisms as Disease Linked 1-gen-2020 Biassoni, R.; Di Marco, E.; Squillario, M.; Barla, A.; Piccolo, G.; Ugolotti, E.; Gatti, C.; Minuto, N.; Patti, G.; Maghnie, M.; D'Annunzio, G.
Icing: Large-scale inference of immunoglobulin clonotypes 1-gen-2019 Tomasi, Federico; Squillario, Margherita; Verri, Alessandro; Bagnara, Davide; Barla, Annalisa
Identification of Pathway Signatures in Parkinson’s Disease with Gene Ontology and Sparse Regularization 1-gen-2014 Squillario, Margherita; Zycinski, Grzegorz; Barla, Annalisa; Verri, Alessandro
Identifying relevant gene functions in Parkinson's disease: a comparison between analysis pipelines. 1-gen-2013 Squillario, Margherita; Zycinski, Grzegorz; Barla, Annalisa; Verri, Alessandro
Inferring oncogenetic tree-models from aCGH of metastatic neuroblastoma 1-gen-2012 Masecchia, Salvatore; Barla, Annalisa; Squillario, Margherita; Simona, Coco; Verri, Alessandro; Gian Paolo, Tonini
Knowledge Driven Variable Selection (KDVS) - a new approach to enrichment analysis of gene signatures obtained from high-throughput data 1-gen-2013 Zycinski, Grzegorz; Barla, Annalisa; Squillario, Margherita; T., Sanavia; B., Di Camillo; Verri, Alessandro
L1-L2 regularization framework for Alzheimer's molecular characterization 1-gen-2010 Barla, Annalisa; Masecchia, Salvatore; Squillario, Margherita