M
Marco Penso
Researcher at Polytechnic University of Milan
Publications - 24
Citations - 56
Marco Penso is an academic researcher from Polytechnic University of Milan. The author has contributed to research in topics: Medicine & Internal medicine. The author has an hindex of 2, co-authored 7 publications receiving 11 citations.
Papers
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Journal ArticleDOI
Automated left and right ventricular chamber segmentation in cardiac magnetic resonance images using dense fully convolutional neural network.
Marco Penso,Sara Moccia,Sara Moccia,Stefano Scafuri,Giuseppe Muscogiuri,Gianluca Pontone,Mauro Pepi,Enrico G. Caiani +7 more
TL;DR: In this article, a U-Net-inspired architecture was proposed for segmentation of the left ventricular (LV) myocardium and the right ventricle (RV) endocardium from short-axis (SAX) CMR images.
Journal ArticleDOI
Predicting Long-Term Mortality in TAVI Patients Using Machine Learning Techniques
Marco Penso,Mauro Pepi,Laura Fusini,Manuela Muratori,Claudia Cefalù,Valentina Mantegazza,Paola Gripari,Sarah Ghulam Ali,Franco Fabbiocchi,Antonio L. Bartorelli,Enrico G. Caiani,Gloria Tamborini +11 more
TL;DR: In this paper, a machine learning approach was developed to identify the best predictors of 5-year mortality after TAVI among several clinical and echocardiographic variables, which may improve the long-term prognosis.
Journal ArticleDOI
Novelties in 3D Transthoracic Echocardiography.
Gianpiero Italiano,Laura Fusini,Valentina Mantegazza,Gloria Tamborini,Manuela Muratori,Sarah Ghulam Ali,Marco Penso,Anna Garlaschè,Paola Gripari,Mauro Pepi +9 more
TL;DR: A review of the latest advances in the echocardiography field can be found in this paper, which provides a better insight into heart diseases by providing a better understanding of heart structures.
Journal ArticleDOI
Predictive Value of Pre-Operative 2D and 3D Transthoracic Echocardiography in Patients Undergoing Mitral Valve Repair: Long Term Follow Up of Mitral Valve Regurgitation Recurrence and Heart Chamber Remodeling.
Gloria Tamborini,Valentina Mantegazza,Marco Penso,Manuela Muratori,Laura Fusini,Sarah Ghulam Ali,Claudia Cefalù,Gianpiero Italiano,Valentina Volpato,Paola Gripari,Enrico G. Caiani,Marco Zanobini,Mauro Pepi +12 more
TL;DR: A significant relation among prolapse anatomy, surgical procedures and residual MR was found, and favorable cardiac remodeling, initially found in all cases, was maintained only in MR < 2 at 3Y.
Journal ArticleDOI
Head to Head Comparison between Different 3-Dimensional Echocardiographic Rendering Tools in the Imaging of Percutaneous Edge-to-Edge Mitral Valve Repair.
Gloria Tamborini,Valentina Mantegazza,Anna Garlaschè,Manuela Muratori,Laura Fusini,Sarah Ghulam Ali,Claudia Cefalù,Gianpiero Italiano,Paola Gripari,Anna Maltagliati,Marco Penso,Mauro Pepi +11 more
TL;DR: In this article, the authors compared 3DSt, 3DTr, and 3DGl reconstructions for mitral valve evaluation and procedural result assessment in 30 patients undergoing mitral regurgitation.