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Giuseppe Jurman
Head of Unit
- E-mail:
- 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
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Chicco, Davide; Tötsch, Niklas; Jurman, Giuseppe,in «BIODATA MINING»,vol. 14,n. 1,2021
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Chicco, Davide; Jurman, Giuseppe,An ensemble learning approach for enhanced classification of patients with hepatitis and cirrhosis,in «IEEE ACCESS»,2021, pp. 1 -1
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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
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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 -
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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 -
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Chierici, Marco; Francescatto, Margherita; Bussola, Nicole; Jurman, Giuseppe; Furlanello, Cesare,in «BIOLOGY DIRECT»,vol. 15,n. 1,2020
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Franch, Gabriele; Nerini, Daniele; Pendesini, Marta; Coviello, Luca; Jurman, Giuseppe; Furlanello, Cesare,in «ATMOSPHERE»,vol. 11,n. 3,2020, pp. 267 -
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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 -
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Saverio Sorrentino, Francesco; Jurman, Giuseppe; De Nadai, Katia; Campa, Claudio; Furlanello, Cesare; Parmeggiani, Francesco,in «CURRENT DRUG TARGETS»,vol. 21,n. 12,2020
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Franch, Gabriele; Maggio, Valerio; Coviello, Luca; Pendesini, Marta; Jurman, Giuseppe; Furlanello, Cesare,in «SCIENTIFIC DATA»,vol. 7,n. 1,2020