Giulia Fiscon
Giulia Fiscon Giulia Fiscon
Postdoc


Research groups

Selected publications
  • Federica Conte, Giulia Fiscon, Licursi V, Daniele Bizzarri, D'Anto' T, Farina L., Paola Paci: A paradigm shift in medicine: A comprehensive review of network-based approaches, BBA - Gene Regulatory Mechanisms, 1863, 2020
  • Paola Paci, Giulia Fiscon, Federica Conte, Licursi V, Morrow J, Hersh C, Cho M, Castaldi P, Glass K, Silverman EK, Farina L.: Integrated transcriptomic correlation network analysis identi fies COPD molecular determinants, Scientific Report, 10, 2020
  • Panebianco V, Pecoraro M, Giulia Fiscon, Paola Paci, Farina L., Catalano C: Prostate Cancer Screening Research Can Benefit from Network Medicine: An Emerging Awareness, npj Systems Biology and Applications, 2020
  • Silverman EK, Schmid HHHW, Anastasiadou E, Altucci L, Angelini M, Badimon L, Balligand JL, Benincasa G, Capasso G, Federica Conte, Di Costanzo A, Farina L., Giulia Fiscon, Gatto L, Gentili M, Loscalzo J, Marchese C, Napoli C, Paola Paci, Petti M, Quackenbush J, Tieri P, Viggiano D, Vilahur G, Glass K, Baumbach J: Molecular Networks in Network Medicine: Development and Applications, WIREs Systems Biology and Medicine, 2020
  • Falcone R, Federica Conte, Giulia Fiscon, Pecce V, Sponziello M, Durante C, Farina L., Filetti S, Paola Paci, Verrienti A: BRAF(V600E)-mutant cancers display a variety of networks by SWIM analysis: prediction of vemurafenib clinical response, Endocrine, 64, 2019
  • Giulia Fiscon, Federica Conte, Farina L., Pellegrini M, Russo F, Paola Paci: Identification of Disease-miRNA Networks Across Different Cancer Types Using SWIM, Methods in Molecular Biology, 1970, Humana Press, New York, NY, 2019
  • Licursi V, Federica Conte, Giulia Fiscon, Paola Paci: MIENTURNET: an interactive web tool for microRNA-target enrichment and network-based analysis, BMC Bioinformatics, 20, 2019
  • Giulia Fiscon, Federica Conte, Farina L., Paola Paci: Network-based approaches to explore complex biological systems towards network medicine, Genes, 2018
  • Giulia Fiscon, Federica Conte, Licursi V, Sergio Nasi, Paola Paci: Computational identification of specific genes for glioblastoma stem-like cells identity, Scientific Report, 8, 2018
  • Giulia Fiscon, Federica Conte, Paola Paci: SWIM tool application to expression data of glioblastoma stem-like cell lines, corresponding primary tumors and conventional glioma cell lines, BMC Bioinformatics, 19, 2018
  • Giulia Fiscon, Weitschek E., Cialini A, Giovanni Felici, Paola Bertolazzi, De Salvo S, Bramanti A, Bramanti P, De Cola M C: Combining EEG signal processing with supervised methods for Alzheimer's patients classification, BMC Medical Informatics and Decision Making, https://bmcmedinformdecismak.biomedcentral.com/articles/10.1186/s12911-018-0613-y, 2018
  • Russo F, Giulia Fiscon, Federica Conte, Rizzo M, Paola Paci, Pellegrini M: Interplay between long non-coding RNAs and microRNAs in cancer, in: Computational Cell Biology: Methods and Protocols, von Stechow L, Santos Delgado A eds., Methods in Molecular Biology, 1819, Humana Press, New York, NY, 75-92, 2018
  • Federica Conte, Giulia Fiscon, Chiara M, Colombo T, Farina L., Paola Paci: Role of the long non-coding RNA PVT1 in the dysregulation of the ceRNA-ceRNA network in human breast cancer, Plos One 12, 2017
  • Cumbo F, Giulia Fiscon, Ceri S., Masseroli M, Weitschek E.: TCGA2BED: extracting, extending, integrating, and querying The Cancer Genome Atlas, BMC Bioinformatics, 2017
  • Paola Paci, Colombo T, Giulia Fiscon, Gurtner A, Pavesi G, Farina L.: SWIM: a computational tool to unveiling crucial nodes in complex biological networks, Scientific Report, 7, 2017
  • Paola Bertolazzi, Giovanni Felici, Festa P., Giulia Fiscon, Weitschek E.: Integer programming models for feature selection: new extensions and a randomized solution algorithm, European Journal of Operational Research 250(2), 389-399, 2016
  • Cestarelli V, Giulia Fiscon, Giovanni Felici, Paola Bertolazzi, Weitschek E.: CAMUR: Knowledge extraction from RNA-seq cancer data through equivalent classification rules, Bioinformatics 32 (5), 697-704, 2016
  • Giulia Fiscon, Iannello G, Paola Paci: A perspective on the algorithms predicting and evaluating the RNA secondary structure, Journal of Genetics and Genome Research, 3, 2016
  • Giulia Fiscon, Weitschek E., Ciccozzi M., Paola Bertolazzi, Giovanni Felici: A novel feature selection method to extract multiple adjacent solutions for viral genomic sequences classification, BMC Bioinformatics, 2016
  • Paola Bertolazzi, Giovanni Felici, Festa P., Giulia Fiscon, Weitschek E.: Integer Programming models for Feature Selection: new extensions and a randomized solution algorithm, European Journal of Operational Research, 2015
  • Paola Bertolazzi, Giovanni Felici, Giulia Fiscon, Weitschek E.: Classifying DNA barcode multi-locus sequences with feature vectors and supervised approaches, Genome 58(5), 2015
  • Cestarelli V, Giulia Fiscon, Giovanni Felici, Paola Bertolazzi, Weitschek E.: CAMUR: Knowledge extraction from RNA-seq cancer data through equivalent classification rules, Bioinformatics, 2015
  • Giulia Fiscon, Paola Paci, Colombo T, Iannello G: A new procedure to analyze RNA non-branching structures, Current bioinformatics 10, 2015
  • Giulia Fiscon, Paola Paci, Iannello G: MONSTER v1.1: a tool to extract and search for RNA non-branching structures., BMC Genomics 16, 2015
  • Weitschek E., Giulia Fiscon, Paola Bertolazzi, Giovanni Felici: GELA: a software tool for the analysis of gene expression data., DEXA Workshops, 2015
  • Weitschek E., Giulia Fiscon, Cestarelli V, Cestarelli V, Paola Bertolazzi, Giovanni Felici: LAF Barcoding: classifying DNA Barcode multi-locus sequences with feature vectors and supervised approaches, Rovetta S., Angelini C., Bongcam-Rudloff E., Decarli A., Rancoita P.M.V. eds., 12th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, 2015
  • Weitschek E., Giulia Fiscon, Fustaino V, Giovanni Felici, Paola Bertolazzi: Clustering and Classification Techniques for Gene Expression Profiles Pattern Analysis, in: Pattern Recognition in Computational Molecular Biology: Techniques and Approaches, Elloumi M, Zomaya AY eds., Wiley Series in Bioinformatics, Wiley, 2015
  • Giulia Fiscon, Paola Paci, Colombo T, Iannello G: MONSTER v1.0: a novel procedure to extract and search for RNA non-branching structures, 2014
  • Giulia Fiscon, Weitschek E., Paola Bertolazzi, De Cola M C, De Salvo S, Bramanti P, Giovanni Felici: EEG signals analysis to detect Alzheimer's disease patients, IASI-CNR, R. 14-10, 12/2014
  • Giulia Fiscon, Weitschek E., De Cola M C, De Salvo S, Bramanti P, Paola Bertolazzi, Giovanni Felici: EEG signals analysis to detect Alzheimer's disease patients, 2014
  • Giulia Fiscon, Weitschek E., Giovanni Felici, Paola Bertolazzi, De Salvo S, Bramanti P, De Cola M C: Alzheimer's disease patients classification through EEG signals processing, in the Proceedings of 2014 IEEE Symposium Series on Computational Intelligence, 2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM) Proceedings, 2014
  • Weitschek E., Giulia Fiscon, Paola Bertolazzi, Festa P., Giovanni Felici: A new greedy randomized procedure for the feature selection problem, IV EURO WG Conference on Operational Research in Computational Biology, Bioinformatics and Medicine, 2014
  • Weitschek E., Giulia Fiscon, Giovanni Felici: Supervised DNA Barcodes species classification: analysis, comparisons and results., BMC BioData Mining, http://www.biodatamining.org/content/7/1/4, 2014
  • Weitschek E., Giulia Fiscon, Giovanni Felici, Paola Bertolazzi: GELA: Gene Expression Logic Analyzer, Nettab2014 Workshop, From structural bioinformatics to integrative systems biology. Book of Abstract, 2014
  • Weitschek E., Giulia Fiscon, Fustaino V, Giovanni Felici, Paola Bertolazzi: Analysis of microarray and RNA-sequencing gene expression profiles through clustering and classification techniques, IASI-CNR, R. 14-11, 12/2014
  • Weitschek E., Daniele Santoni, Giulia Fiscon, De Cola M C, Paola Bertolazzi, Giovanni Felici: Next generation sequencing reads comparison with an alignment-free distance, BMC Research Notes, 7:869, 2014
  • Giulia Fiscon, Paola Paci, Colombo T, Iannello G: Development of an algorithm to identify RNA secondary structures., Poster - FEBS Workshop. Translating the epigenomes into function: a next-generation challenge for human disease. October 13-16, Capri, Italy, 2013
  • Giulia Fiscon, Paola Paci, Colombo T, Iannello G: Structural Analysis of Long Non-coding RNAs, IASI-CNR, R. 13-21, 12/2013
  • Weitschek E., Giulia Fiscon, Giovanni Felici: Supervised Learning Meets DNA Barcoding Species Classification, IASI-CNR, R. 13-16, 12/2013
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