Health and Wellbeing - Publications
- Chinazzi, Matteo; Davis, Jessica T; Ajelli, Marco; Gioannini, Corrado; Litvinova, Maria; Merler, Stefano; Pastore Y Piontti, Ana; Mu, Kunpeng; Rossi, Luca; Sun, Kaiyuan; Viboud, Cécile; Xiong, Xinyue; Yu, Hongjie; Halloran, M Elizabeth; Longini, Ira M; Vespignani, Alessandro; The effect of travel restrictions on the spread of the 2019 novel coronavirus (COVID-19) outbreak; in «SCIENCE»; Vol. 368>; 2020; pp. 395-400
- 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>; 2020; pp.
- Virtanen, Pauli; Gommers, Ralf; Oliphant, Travis E; Haberland, Matt; Reddy, Tyler; Cournapeau, David; Burovski, Evgeni; Peterson, Pearu; Weckesser, Warren; Bright, Jonathan; van der Walt, Stéfan J; Brett, Matthew; Wilson, Joshua; Millman, K Jarrod; Mayorov, Nikolay; Nelson, Andrew R J; Jones, Eric; Kern, Robert; Larson, Eric; Carey, C J; Polat, İlhan; Feng, Yu; Moore, Eric W; VanderPlas, Jake; Laxalde, Denis; Perktold, Josef; Cimrman, Robert; Henriksen, Ian; Quintero, E A; Harris, Charles R; Archibald, Anne M; Ribeiro, Antônio H; Pedregosa, Fabian; van Mulbregt, Paul; Vijaykumar, Aditya; Bardelli, Alessandro Pietro; Rothberg, Alex; Hilboll, Andreas; Kloeckner, Andreas; Scopatz, Anthony; Lee, Antony; Rokem, Ariel; Woods, C. Nathan; Fulton, Chad; Masson, Charles; Häggström, Christian; Fitzgerald, Clark; Nicholson, David A.; Hagen, David R.; Pasechnik, Dmitrii V.; Olivetti, Emanuele; Martin, Eric; Wieser, Eric; Silva, Fabrice; Lenders, Felix; Wilhelm, Florian; Young, G.; Price, Gavin A.; Ingold, Gert-Ludwig; Allen, Gregory E.; Lee, Gregory R.; Audren, Hervé; Probst, Irvin; Dietrich, Jörg P.; Silterra, Jacob; Webber, James T.; Slavič, Janko; Nothman, Joel; Buchner, Johannes; Kulick, Johannes; Schönberger, Johannes L.; de Miranda Cardoso, José Vinícius; Reimer, Joscha; Harrington, Joseph; Rodríguez, Juan Luis Cano; Nunez-Iglesias, Juan; Kuczynski, Justin; Tritz, Kevin; Thoma, Martin; Newville, Matthew; Kümmerer, Matthias; Bolingbroke, Maximilian; Tartre, Michael; Pak, Mikhail; Smith, Nathaniel J.; Nowaczyk, Nikolai; Shebanov, Nikolay; Pavlyk, Oleksandr; Brodtkorb, Per A.; Lee, Perry; McGibbon, Robert T.; Feldbauer, Roman; Lewis, Sam; Tygier, Sam; Sievert, Scott; Vigna, Sebastiano; Peterson, Stefan; More, Surhud; Pudlik, Tadeusz; Oshima, Takuya; Pingel, Thomas J.; Robitaille, Thomas P.; Spura, Thomas; Jones, Thouis R.; Cera, Tim; Leslie, Tim; Zito, Tiziano; Krauss, Tom; Upadhyay, Utkarsh; Halchenko, Yaroslav O.; Vázquez-Baeza, Yoshiki; SciPy 1.0: fundamental algorithms for scientific computing in Python; in «NATURE METHODS»; 2020; pp. 261-272
- Chierici, Marco; Francescatto, Margherita; Bussola, Nicole; Jurman, Giuseppe; Furlanello, Cesare; Predictability of drug-induced liver injury by machine learning; in «BIOLOGY DIRECT»; Vol. 15>; 2020; pp.
- Franch, Gabriele; Nerini, Daniele; Pendesini, Marta; Coviello, Luca; Jurman, Giuseppe; Furlanello, Cesare; Precipitation Nowcasting with Orographic Enhanced Stacked Generalization: Improving Deep Learning Predictions on Extreme Events; in «ATMOSPHERE»; Vol. 11>; 2020; pp.
- Guzzetta, Giorgio; Poletti, Piero; Ajelli, Marco; Trentini, Filippo; Marziano, Valentina; Cereda, Danilo; Tirani, Marcello; Diurno, Giulio; Bodina, Annalisa; Barone, Antonio; Crottogini, Lucia; Gramegna, Maria; Melegaro, Alessia; Merler, Stefano; Potential short-term outcome of an uncontrolled COVID-19 epidemic in Lombardy, Italy, February to March 2020; in «EUROSURVEILLANCE»; Vol. 25>; 2020; pp.
- 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>; 2020; pp.
- Canales, Lea; Strapparava, Carlo; Boldrini, Ester; Martinez-Barco, Patricio; Intensional Learning to Efficiently Build up Automatically Annotated Emotion Corpora; in «IEEE TRANSACTIONS ON AFFECTIVE COMPUTING»; Vol. 11>; 2020; pp. 335-347
- Gesualdo, Francesco; D'Ambrosio, Angelo; Agricola, Eleonora; Russo, Luisa; Campagna, Ilaria; Ferretti, Beatrice; Pandolfi, Elisabetta; Cristoforetti, Marco; Tozzi, Alberto E; Rizzo, Caterina; How do Twitter users react to TV broadcasts dedicated to vaccines in Italy?; in «EUROPEAN JOURNAL OF PUBLIC HEALTH»; 2020; pp.
- Zhang, Juanjuan; Litvinova, Maria; Wang, Wei; Wang, Yan; Deng, Xiaowei; Chen, Xinghui; Li, Mei; Zheng, Wen; Yi, Lan; Chen, Xinhua; Wu, Qianhui; Liang, Yuxia; Wang, Xiling; Yang, Juan; Sun, Kaiyuan; Longini, Ira M; Halloran, M Elizabeth; Wu, Peng; Cowling, Benjamin J; Merler, Stefano; Viboud, Cecile; Vespignani, Alessandro; Ajelli, Marco; Yu, Hongjie; Evolving epidemiology and transmission dynamics of coronavirus disease 2019 outside Hubei province, China: a descriptive and modelling study; in «THE LANCET INFECTIOUS DISEASES»; 2020; pp.