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Giuseppe Jurman

Researcher
  • SKYPE: giubeppetn
  • Phone: 0461314523
  • FBK Povo
Short bio

Giuseppe Jurman is a mathematician, with a PhD in Algebra, working at MPBA on various aspects of computational biology. His main research interests are statistical machine learning, mathematical modeling for high-throughtput data and network analysis. He is also an expert in scientific programming with Python and other computing languages.

Publications
  1. Mohammadian Rad, Nastaran; Kia, Seyed Mostafa; Zarbo, Calogero; van Laarhoven, Twan; Jurman, Giuseppe; Venuti, Paola; Marchiori, Elena; Furlanello, Cesare,
    in «SIGNAL PROCESSING»,
    vol. 144,
    2018
    , pp. 180 -
    191
  2. Fioravanti, Diego; Giarratano, Ylenia; Maggio, Valerio; Agostinelli, Claudio; Chierici, Marco; Jurman, Giuseppe; Furlanello, Cesare,
    in «BMC BIOINFORMATICS»,
    vol. 19,
    n. S2,
    2018
  3. Francescatto, Margherita; Chierici, Marco; Rezvan Dezfooli, Setareh; Zandonà, Alessandro; Jurman, Giuseppe; Furlanello, Cesare,
    Multi-omics integration for neuroblastoma clinical endpoint prediction,
    in «BIOLOGY DIRECT»,
    vol. 13,
    n. 1,
    2018
    , pp. 5 -
  4. Jurman, Giuseppe; Maggio, Valerio; Landi, Isotta; Francescatto, Margherita; Chierici, Marco; De Domenico, Manlio; Furlanello, Cesare,
    omicsCNN: a general deep learning framework for omics data modeling and classification,
    in «HUMAN GENOMICS»,
    vol. 12,
    n. S1,
    2018
    , pp. 38 -
    38
  5. Melaiu, Ombretta; Mina, Marco; Chierici, Marco; Boldrini, Renata; Jurman, Giuseppe; Romania, Paolo; D'Alicandro, Valerio; Benedetti, Maria Chiara; Castellano, Aurora; Liu, Tao; Furlanello, Cesare; Locatelli, Franco; Fruci, Doriana,
    PD-L1 is a therapeutic target of the Bromodomain inhibitor JQ1 and, combined with HLA class I, a promising prognostic biomarker in neuroblastoma,
    in «CLINICAL CANCER RESEARCH»,
    2017
  6. Jurman, Giuseppe,
    Metric projection for dynamic multiplex networks,
    in «HELIYON»,
    vol. 2,
    n. 8,
    2016
    , pp. e00136 -
  7. Riccadonna, Samantha; Jurman, Giuseppe; Visintainer, Roberto; Filosi, Michele; Furlanello, Cesare,
    DTW-MIC Coexpression Networks from Time-Course Data,
    in «PLOS ONE»,
    vol. 11,
    n. 3,
    2016
    , pp. e0152648 -
  8. Iorio, Francesco; Bernardo-Faura, Marti; Gobbi, Andrea; Cokelaer, Thomas; Jurman, Giuseppe; Saez-Rodriguez, Julio,
    in «BMC BIOINFORMATICS»,
    vol. 17,
    n. 1,
    2016
    , pp. 542 -
  9. Jurman, G.; Filosi, M.; Riccadonna, S.; Visintainer, R.; Furlanello, C.,
    Dynamics of Mathematical Models in Biology,
    Cham,
    Springer,
    2016
    , pp. 17 -
    30
  10. Rad, Nastaran Mohammadian; Kia, Seyed Mostafa; Zarbo, Calogero; Jurman, Giuseppe; Venuti, Paola; Furlanello, Cesare,
    2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW),
    IEEE,
    2016
    , pp. 487-
    494
    , (2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW),
    Barcelona,

Pages