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个人简介
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.
研究兴趣
论文共 410 篇作者统计合作学者相似作者
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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)
A Aleksova, A L Fluca, M Stornaiuolo,G Barbati,D R Zwas, S D'errico,M Janjusevic, E Novellino, G Sinagra
European Heart Journal: Acute Cardiovascular Careno. Supplement_1 (2024)
Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Researchno. 7 (2024): 897-906
A Aleksova, A Fluca, L Munaretto, V Chiaradia,G Barbati, A Derin, S D‘Errico,A Di Lenarda, C Hiche,G Sinagra,M Janjusevic
European Heart Journal Supplementsno. Supplement_2 (2024)
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): 108-118
Journal of Hypertensionno. Suppl 1 (2024)
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)
Circulationno. 15 (2024): 1157-1168
Value in Health (2024)
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