Mauro Pepi

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 8

Top Topics

Convolutional Neural Network

Statistical Shape

Magnetic Resonance

Top Venues

Comput. Biol. Medicine

Biomed. Signal Process. Control.

Comput. Methods Programs Biomed.

Publications

Marco Penso, Sara Moccia, Enrico G. Caiani, Gloria Caredda, Maria Luisa Lampus, Maria Ludovica Carerj, Mario Babbaro, Mauro Pepi, Mattia Chiesa, Gianluca Pontone
A token-mixer architecture for CAD-RADS classification of coronary stenosis on multiplanar reconstruction CT images. Comput. Biol. Medicine 153 (2023)
Marco Penso, Sara Moccia, Stefano Scafuri, Giuseppe Muscogiuri, Gianluca Pontone, Mauro Pepi, Enrico Gianluca Caiani
Automated left and right ventricular chamber segmentation in cardiac magnetic resonance images using dense fully convolutional neural network. Comput. Methods Programs Biomed. 204 (2021)
Marco Penso, Sara Moccia, Stefano Scafuri, Giuseppe Muscogiuri, Gianluca Pontone, Mauro Pepi, Enrico Gianluca Caiani
Automated Left and Right Chamber Segmentation in Cardiac MRI Using Dense Fully Convolutional Neural Network. CinC (2020)
Sara Moccia, Alessandro Cagnoli, Chiara Martini, Giuseppe Moscogiuri, Mauro Pepi, Emanuele Frontoni, Gianluca Pontone, Enrico Gianluca Caiani
A Novel Approach Based on Spatio-temporal Features and Random Forest for Scar Detection Using Cine Cardiac Magnetic Resonance Images. CinC (2020)
Concetta Piazzese, Maria Chiara Carminati, Rolf Krause, Angelo Auricchio, Lynn Weinert, Paola Gripari, Gloria Tamborini, Gianluca Pontone, Daniele Andreini, Roberto M. Lang, Mauro Pepi, Enrico G. Caiani
3D right ventricular endocardium segmentation in cardiac magnetic resonance images by using a new inter-modality statistical shape modelling method. Biomed. Signal Process. Control. 58 (2020)
Maria Chiara Carminati, Concetta Piazzese, Mauro Pepi, Gloria Tamborini, Paola Gripari, Gianluca Pontone, Rolf Krause, Angelo Auricchio, Roberto M. Lang, Enrico G. Caiani
A statistical shape model of the left ventricle from real-time 3D echocardiography and its application to myocardial segmentation of cardiac magnetic resonance images. Comput. Biol. Medicine 96 (2018)
Sara Moccia, Riccardo Banali, Chiara Martini, Giuseppe Muscogiuri, Gianluca Pontone, Mauro Pepi, Enrico G. Caiani
Automated Scar Segmentation From Cardiac Magnetic Resonance-Late Gadolinium Enhancement Images Using a Deep-Learning Approach. CinC (2018)
Concetta Piazzese, Maria Chiara Carminati, Rolf Krause, Angelo Auricchio, Lynn Weinert, Gloria Tamborini, Mauro Pepi, Roberto M. Lang, Enrico G. Caiani
Right Ventricular Endocardial Segmentation in CMR Images using a Novel Inter-Modality Statistical Shape Modelling Approach. CinC (2016)
Miguel Sotaquira, Mauro Pepi, Gloria Tamborini, Enrico G. Caiani
Three-Dimensional Segmentation and Quantification of the Anatomic Regurgitant Orifice in Mitral Regurgitation using 3D Ultrasound Images. CinC (2015)
Concetta Piazzese, Maria Chiara Carminati, Andrea Colombo, Rolf Krause, Mark Potse, Lynn Weinert, Gloria Tamborini, Mauro Pepi, Roberto M. Lang, Enrico G. Caiani
Evaluation of Different Statistical Shape Models for Segmentation of the Left Ventricular Endocardium from Magnetic Resonance Images. CinC (2015)
Maria Chiara Carminati, Cinzia Boniotti, Mauro Pepi, Enrico G. Caiani
Quantification of Myocardial Viability in Late-Gadolinium Enhancement Cardiac MRI. CinC (2015)
Maria Chiara Carminati, Concetta Piazzese, Lynn Weinert, Wendy Tsang, Gloria Tamborini, Mauro Pepi, Roberto M. Lang, Enrico Gianluca Caiani
Automated Registration of 3D TEE Datasets of the Descending Aorta for Improved Examination and Quantification of Atheromas Burden. WBIR (2014)
Miguel Sotaquira, Laura Fusini, Mauro Pepi, Roberto M. Lang, Enrico G. Caiani
Quantitative Characterization of Mitral Annulus and Leaflets from Transesophageal 3D Echocardiography. CinC (2013)