Giulia Barbati

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 5

Top Topics

Atrial Fibrillation

Cardiac Surgery

Top Venues

Stat. Methods Appl.

J. Biomed. Informatics

Publications

Giulia Barbati, Luca Bortolussi, Giulio Caravagna
Data Science and Artificial Intelligence for Life Sciences at the University of Trieste. Ital-IA (2023)
Giovanni Baj, Arjuna Scagnetto, Luca Bortolussi, Giulia Barbati
Deep Learning Survival Model to Predict Atrial Fibrillation From ECGs and EHR Data. EPIA (2) (2023)
Arjuna Scagnetto, Giulia Barbati, Ilaria Gandin, C. Cappelletto, G. Baj, A. Cazzaniga, F. Cuturello, A. Ansuini, L. Bortolussi, A. Di Lenarda
Deep artificial neural network for prediction of atrial fibrillation through the analysis of 12-leads standard ECG. CoRR (2022)
Ilaria Gandin, Arjuna Scagnetto, Simona Romani, Giulia Barbati
Interpretability of time-series deep learning models: A study in cardiovascular patients admitted to Intensive care unit. J. Biomed. Informatics 121 (2021)
Giulia Barbati, Alessio Farcomeni
Prognostic assessment of repeatedly measured time-dependent biomarkers, with application to dilated cardiomyopathy. Stat. Methods Appl. 27 (3) (2018)
Michele Petrinco, Giulia Barbati, Danielle Meylan, Eva Pagano, Dario Gregori, Franco Merletti, Alfio Marazzi
Robust Gamma regression models for the analysis of health care cost data. Model. Assist. Stat. Appl. 7 (2) (2012)
Franca Tecchio, Filippo Zappasodi, Camillo Porcaro, Giulia Barbati, Giovanni Assenza, Carlo Salustri, Paolo Maria Rossini
High-gamma band activity of primary hand cortical areas: A sensorimotor feedback efficiency index. NeuroImage 40 (1) (2008)
Franca Tecchio, Sara Graziadio, Giulia Barbati, Roberto Sigismondi, Filippo Zappasodi, Camillo Porcaro, Giancarlo Valente, Marco Balsi, Paolo Maria Rossini
Somatosensory dynamic gamma-band synchrony: A neural code of sensorimotor dexterity. NeuroImage 35 (1) (2007)
Giulia Barbati, Camillo Porcaro, Filippo Zappasodi, Franca Tecchio
An ICA Approach to Detect Functionally Different Intra-regional Neuronal Signals in MEG Data. IWANN (2005)
Carlo Salustri, Giulia Barbati, Camillo Porcaro
Fetal magnetocardiographic signals extracted by 'signal subspace' blind source separation. IEEE Trans. Biomed. Eng. 52 (6) (2005)
Giulia Barbati, Camillo Porcaro, Carlo Salustri
"Signal Subspace" Blind Source Separation Applied to Fetal Magnetocardiographic Signals Extraction. ICA (2004)