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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. Chierici, Marco; Giulini, Marco; Bussola, Nicole; Jurman, Giuseppe; Furlanello, Cesare,
    in «JOURNAL OF ENVIRONMENTAL SCIENCE AND HEALTH. PART C, ENVIRONMENTAL CARCINOGENESIS & ECOTOXICOLOGY REVIEWS»,
    vol. 36,
    n. 4,
    2019
    , pp. 237 -
    251
  2. Boldrini, Renata; De Pasquale Maria, Debora; Melaiu, Ombretta; Chierici, Marco; Jurman, Giuseppe; De Benedetti Maria, Chiara; Salfi Nunzio, C; Castellano, Aurora; Collini, Paola; Furlanello, Cesare; Pistoia, Vito; Cifaldi, Loredana; Terenziani, Monica; Fruci, Doriana,
    in «ONCOIMMUNOLOGY»,
    vol. 8,
    n. 2,
    2019
  3. Jurman, Giuseppe,
    Seasonal Linear Predictivity in National Football Championships,
    in «BIG DATA»,
    vol. 7,
    n. 1,
    2019
    , pp. 21 -
    34
  4. Bizzego, Andrea; Bussola, Nicole; Chierici, Marco; Maggio, Valerio; Francescatto, Margherita; Cima, Luca; Cristoforetti, Marco; Jurman, Giuseppe; Furlanello, Cesare,
    Evaluating reproducibility of AI algorithms in digital pathology with DAPPER,
    in «PLOS COMPUTATIONAL BIOLOGY»,
    vol. 15,
    n. 3,
    2019
    , pp. e1006269 -
  5. Jurman, Giuseppe; Filosi, Michele; Visintainer, Roberto; Riccadonna, Samantha; Furlanello, Cesare,
    Gene Regulatory Networks: Methods and Protocols, Methods in Molecular Biology,
    2019
    , pp. 323 -
    346
  6. 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
  7. Fioravanti, Diego; Giarratano, Ylenia; Maggio, Valerio; Agostinelli, Claudio; Chierici, Marco; Jurman, Giuseppe; Furlanello, Cesare,
    in «BMC BIOINFORMATICS»,
    vol. 19,
    n. S2,
    2018
  8. 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 -
  9. Mangioni, Giuseppe; Jurman, Giuseppe; De Domenico, Manlio,
    in «IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING»,
    2018
    , pp. 1 -
  10. Maggio, Valerio; Chierici, Marco; Jurman, Giuseppe; Furlanello, Cesare,
    Distillation of the clinical algorithm improves prognosis by multi-task deep learning in high-risk Neuroblastoma,
    in «PLOS ONE»,
    vol. 13,
    n. 12,
    2018
    , pp. e0208924 -

Pages