基本信息
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Bio
I am a biostatistician and I work in estimation of clinical risk prediction models and the assessment of their performance. In particular, my contribution is in the design, conduct and analysis of observational studies in the fields of chronic or acute diseases, interacting with investigators from various academic, hospital and industry institutions. My research interests are mainly focused on survival analysis methods and joint models for longitudinal and time-to-event data. Moreover, I am interested in statistical methods and tools for exploiting informational content of health administrative data and in machine learning (ML) algorithms for risk prediction in large datasets; in particular I am working on the interpretability aspect of the ML applications in the health care context.
During my PhD studies, I was involved in experimental research in the neuroscience field and my contribution focused on exploiting the statistical structure of the cerebral sources with the aim of optimizing their estimation from time series of non-invasively electrophysiological recordings. I am familiar with several statistical packages, in particular: R and IBM-SPSS; in addition, I also have a basic knowledge of SAS Enterprise Guide.
Research Interests
Papers共 392 篇Author StatisticsCo-AuthorSimilar Experts
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Aneta Aleksova,Alessandra Lucia Fluca,Mariano Stornaiuolo,Giulia Barbati,Alessandro Pierri,Donna R. Zwas,Daniela Santon, Stefano D’Errico,Maria Marketou, Gianfranco Sinagra,Yosefa Avraham, Ettore Novellino,
Hellenic Journal of Cardiology (2024)
Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research (2024)
Matteo Castrichini, Antonio De Luca,Giulia De Angelis,Raquel Neves,Alessia Paldino,Matteo Dal Ferro,Giulia Barbati,Kristen Medo, Andrea Barison,Chrysanthos Grigoratos,Marta Gigli,Davide Stolfo,
Journal of the American College of Cardiologyno. 19 (2024): 1841-1851
Giuseppe Gatti,Antonio Fiore, Maria Ismail, Andriy Dralov,Wael Saade, Venera Costantino,Giulia Barbati,Pascal Lim,Raphael Lepeule,Ilaria Franzese,Alessandro Minati,Sandro Sponga,
American heart journal (2024)
Gabriella Morabito,Federico Rea, Caterina Gregorio,Francesca Ieva,Giulia Barbati,Giovanni Corrao,Giuseppe Mancia
Journal of Hypertensionno. Suppl 1 (2024)
Circulationno. 15 (2024): 1157-1168
Giulia Barbati, Patrizio Pasqualetti, Domenica Matranga,Lorenza Scotti, Matteo Franchi,Vittorio Simeon, Simona Signoriello,Ilaria Gandin, Daniela Pacella, Annamaria Porreca,Danila Azzolina,Paola Berchialla,
Epidemiology, Biostatistics, and Public Healthno. 2 (2024)
Value in Health (2024)
Alessandro Pierri,Stefano Albani, Marco Merlo,Antonia Luisa Buongiorno, Andrea Ricotti,Giulia Grilli,Davide Barbisan,Stefano Grossi, Catia De Rosa,Barbara Mabritto,Stefania Luceri,Sergio Bongioanni,
JACC: Advancesno. 5 (2024)
Giovanni Baj,Ilaria Gandin,Arjuna Scagnetto,Luca Bortolussi,Chiara Cappelletto, Andrea Di Lenarda,Giulia Barbati
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