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Giuseppe Jurman

Head of Unit
  • 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. Chicco, Davide; Tötsch, Niklas; Jurman, Giuseppe,
    in «BIODATA MINING»,
    vol. 14,
    n. 1,
    2021
  2. Chicco, Davide; Jurman, Giuseppe,
    An ensemble learning approach for enhanced classification of patients with hepatitis and cirrhosis,
    in «IEEE ACCESS»,
    2021
    , pp. 1 -
    1
  3. Bussola, Nicole; Marcolini, Alessia; Maggio, Valerio; Jurman, Giuseppe; Furlanello, Cesare,
    AI Slipping on Tiles: Data Leakage in Digital Pathology,
    Pattern Recognition. ICPR International Workshops and Challenges. ICPR 2021,
    Springer,
    2021
    , pp. 167 -
    182
  4. Chicco, Davide; Jurman, Giuseppe,
    The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation,
    in «BMC GENOMICS»,
    vol. 21,
    n. 1,
    2020
    , pp. 6 -
  5. Chicco, Davide; Jurman, Giuseppe,
    Machine learning can predict survival of patients with heart failure from serum creatinine and ejection fraction alone,
    in «BMC MEDICAL INFORMATICS AND DECISION MAKING»,
    vol. 20,
    n. 1,
    2020
    , pp. 16 -
  6. Chierici, Marco; Francescatto, Margherita; Bussola, Nicole; Jurman, Giuseppe; Furlanello, Cesare,
    in «BIOLOGY DIRECT»,
    vol. 15,
    n. 1,
    2020
  7. Franch, Gabriele; Nerini, Daniele; Pendesini, Marta; Coviello, Luca; Jurman, Giuseppe; Furlanello, Cesare,
    in «ATMOSPHERE»,
    vol. 11,
    n. 3,
    2020
    , pp. 267 -
  8. Chierici, Marco; Bussola, Nicole; Marcolini, Alessia; Francescatto, Margherita; Zandonà, Alessandro; Trastulla, Lucia; Agostinelli, Claudio; Jurman, Giuseppe; Furlanello, Cesare,
    in «FRONTIERS IN ONCOLOGY»,
    vol. 10,
    2020
    , pp. 1065 -
  9. Saverio Sorrentino, Francesco; Jurman, Giuseppe; De Nadai, Katia; Campa, Claudio; Furlanello, Cesare; Parmeggiani, Francesco,
    in «CURRENT DRUG TARGETS»,
    vol. 21,
    n. 12,
    2020
  10. Franch, Gabriele; Maggio, Valerio; Coviello, Luca; Pendesini, Marta; Jurman, Giuseppe; Furlanello, Cesare,
    in «SCIENTIFIC DATA»,
    vol. 7,
    n. 1,
    2020

Pages