Gianluca Pontone

27 papers B 1Journal 22Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Personalized computational hemodynamic analysis in transcatheter aortic valve: investigation of long-term degeneration. Comput. Biol. Medicine Luca Crugnola, Chiara Catalano, Laura Fusini, Salvatore Pasta, Gianluca Pontone, Christian Vergara
2025	J	`jnl`	A personalized computational framework for the diagnosis of cardiac perfusion defects. Comput. Methods Programs Biomed. Elisabetta Criseo, Andrea Baggiano, Giovanni Montino Pelagi, Guido Nannini, Viola Cusumano, Alberto Redaelli, Gianluca Pontone, Christian Vergara
2025	—	`conf`	Combining Clinical and Gene Expression Variables via Knowledge Graph Embedding for Prediction of Coronary Artery Stenosis. AIME (1) Giuseppe Albi, Arianna Dagliati, Chiara Vavassori, Laura Pisani, Mattia Chiesa, Luca Piacentini, Saima Mushtaq, Gianluca Pontone, Riccardo Bellazzi, Gualtiero I. Colombo
2025	J	`jnl`	Computational hemodynamic indices to identify Transcatheter Aortic Valve Implantation degeneration. Comput. Methods Programs Biomed. Luca Crugnola, Christian Vergara, Laura Fusini, Ivan Fumagalli, Giulia Luraghi, Alberto Redaelli, Gianluca Pontone
2025	J	`jnl`	Deep learning approaches for the detection of scar presence from cine cardiac magnetic resonance adding derived parametric images. Medical Biol. Eng. Comput. Francesca Righetti, Giulia Rubiu, Marco Penso, Sara Moccia, Maria Ludovica Carerj, Mauro Pepi, Gianluca Pontone, Enrico G. Caiani
2025	J	`jnl`	Deep vectorised operators for pulsatile hemodynamics estimation in coronary arteries from a steady-state prior. Comput. Methods Programs Biomed. Julian Suk, Guido Nannini, Patryk Rygiel, Christoph Brune, Gianluca Pontone, Alberto Redaelli, Jelmer M. Wolterink
2025	J	`jnl`	Learning Hemodynamic Scalar Fields on Coronary Artery Meshes: A Benchmark of Geometric Deep Learning Models. CoRR Guido Nannini, Julian Suk, Patryk Rygiel, Simone Saitta, Luca Mariani, Riccardo Maragna, Andrea Baggiano, Gianluca Pontone, Jelmer M. Wolterink, Alberto Redaelli
2025	J	`jnl`	Learning hemodynamic scalar fields on coronary artery meshes: A benchmark of geometric deep learning models. Comput. Biol. Medicine Guido Nannini, Julian Suk, Patryk Rygiel, Simone Saitta, Luca Mariani, Riccardo Maranga, Andrea Baggiano, Gianluca Pontone, Jelmer M. Wolterink, Alberto Redaelli
2024	J	`jnl`	A Novel Data Augmentation Method for Radiomics Analysis Using Image Perturbations. J. Imaging Inform. Medicine Francesca Lo Iacono, Riccardo Maragna, Gianluca Pontone, Valentina D. A. Corino
2024	J	`jnl`	An automated and time efficient framework for simulation of coronary blood flow under steady and pulsatile conditions. CoRR Guido Nannini, Simone Saitta, Luca Mariani, Riccardo Maragna, Andrea Baggiano, Saima Mushtaq, Gianluca Pontone, Alberto Redaelli
2024	J	`jnl`	An automated and time-efficient framework for simulation of coronary blood flow under steady and pulsatile conditions. Comput. Methods Programs Biomed. Guido Nannini, Simone Saitta, Luca Mariani, Riccardo Maragna, Andrea Baggiano, Saima Mushtaq, Gianluca Pontone, Alberto Redaelli
2024	J	`jnl`	Aortic valve neocuspidization and bioprosthetic valves: Evaluating turbulence haemodynamics. Comput. Biol. Medicine Emily Louise Manchester, Selene Pirola, Sergio Pirola, Giorgio Mastroiacovo, Gianluca Polvani, Gianluca Pontone, Xiao Yun Xu
2024	J	`jnl`	CAD-RADS scoring of coronary CT angiography with Multi-Axis Vision Transformer: A clinically-inspired deep learning pipeline. Comput. Methods Programs Biomed. Alessia Gerbasi, Arianna Dagliati, Giuseppe Albi, Mattia Chiesa, Daniele Andreini, Andrea Baggiano, Saima Mushtaq, Gianluca Pontone, Riccardo Bellazzi, Gualtiero Colombo
2024	J	`jnl`	Deep vectorised operators for pulsatile hemodynamics estimation in coronary arteries from a steady-state prior. CoRR Julian Suk, Guido Nannini, Patryk Rygiel, Christoph Brune, Gianluca Pontone, Alberto Redaelli, Jelmer M. Wolterink
2024	J	`jnl`	Two new calibration techniques of lumped-parameter mathematical models for the cardiovascular system. CoRR Andrea Tonini, Francesco Regazzoni, Matteo Salvador, Luca Dede', Roberto Scrofani, Laura Fusini, Chiara Cogliati, Gianluca Pontone, Christian Vergara, Alfio Quarteroni
2023	J	`jnl`	A token-mixer architecture for CAD-RADS classification of coronary stenosis on multiplanar reconstruction CT images. Comput. Biol. Medicine Marco Penso, Sara Moccia, Enrico G. Caiani, Gloria Caredda, Maria Luisa Lampus, Maria Ludovica Carerj, Mario Babbaro, Mauro Pepi, Mattia Chiesa, Gianluca Pontone
2023	J	`jnl`	CAD-RADS scoring of coronary CT angiography with Multi-Axis Vision Transformer: a clinically-inspired deep learning pipeline. CoRR Alessia Gerbasi, Arianna Dagliati, Giuseppe Albi, Mattia Chiesa, Daniele Andreini, Andrea Baggiano, Saima Mushtaq, Gianluca Pontone, Riccardo Bellazzi, Gualtiero Colombo
2022	B	`conf`	COVID-19 lesion segmentation using convolutional LSTM for self-attention. Image Processing Aditya Killekar, Kajetan Grodecki, Andrew Lin, Sebastien Cadet, Priscilla McElhinney, Aryabod Razipour, Cato Chan, Barry D. Pressman, Peter Julien, Peter Chen, Judit Simon, Nitesh Nerlekar, Pál Maurovich-Horvat, Nicola Gaibazzi, Udit Thakur, Maria Elisabetta Mancini, Cecilia Agalbato, Jiro Munechika, Hidenari Matsumoto, Roberto Menè, Damini Dey, Gianfranco Parati, Franco Cernigliaro, Camilla Torlasco, Gianluca Pontone, Piotr J. Slomka
2022	J	`jnl`	Multimodality Imaging in Ischemic Chronic Cardiomyopathy. J. Imaging Giuseppe Muscogiuri, Marco Guglielmo, Alessandra Serra, Marco Gatti, Valentina Volpato, Uwe Joseph Schoepf, Luca Saba, Riccardo Cau, Riccardo Faletti, Liam J. McGill, Carlo Nicola De Cecco, Gianluca Pontone, Serena Dell'Aversana, Sandro Sironi
2021	J	`jnl`	A computational model applied to myocardial perfusion in the human heart: From large coronaries to microvasculature. J. Comput. Phys. Simone Di Gregorio, Marco Fedele, Gianluca Pontone, Antonio F. Corno, Paolo Zunino, Christian Vergara, Alfio Quarteroni
2021	J	`jnl`	Automated left and right ventricular chamber segmentation in cardiac magnetic resonance images using dense fully convolutional neural network. Comput. Methods Programs Biomed. Marco Penso, Sara Moccia, Stefano Scafuri, Giuseppe Muscogiuri, Gianluca Pontone, Mauro Pepi, Enrico Gianluca Caiani
2021	J	`jnl`	Rapid quantification of COVID-19 pneumonia burden from computed tomography with convolutional LSTM networks. CoRR Kajetan Grodecki, Aditya Killekar, Andrew Lin, Sebastien Cadet, Priscilla McElhinney, Aryabod Razipour, Cato Chan, Barry D. Pressman, Peter Julien, Judit Simon, Pál Maurovich-Horvat, Nicola Gaibazzi, Udit Thakur, Maria Elisabetta Mancini, Cecilia Agalbato, Jiro Munechika, Hidenari Matsumoto, Roberto Menè, Gianfranco Parati, Franco Cernigliaro, Nitesh Nerlekar, Camilla Torlasco, Gianluca Pontone, Damini Dey, Piotr J. Slomka
2020	J	`jnl`	3D right ventricular endocardium segmentation in cardiac magnetic resonance images by using a new inter-modality statistical shape modelling method. Biomed. Signal Process. Control. 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
2020	—	`conf`	A Novel Approach Based on Spatio-temporal Features and Random Forest for Scar Detection Using Cine Cardiac Magnetic Resonance Images. CinC Sara Moccia, Alessandro Cagnoli, Chiara Martini, Giuseppe Moscogiuri, Mauro Pepi, Emanuele Frontoni, Gianluca Pontone, Enrico Gianluca Caiani
2020	—	`conf`	Automated Left and Right Chamber Segmentation in Cardiac MRI Using Dense Fully Convolutional Neural Network. CinC Marco Penso, Sara Moccia, Stefano Scafuri, Giuseppe Muscogiuri, Gianluca Pontone, Mauro Pepi, Enrico Gianluca Caiani
2018	J	`jnl`	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 Maria Chiara Carminati, Concetta Piazzese, Mauro Pepi, Gloria Tamborini, Paola Gripari, Gianluca Pontone, Rolf Krause, Angelo Auricchio, Roberto M. Lang, Enrico G. Caiani
2018	—	`conf`	Automated Scar Segmentation From Cardiac Magnetic Resonance-Late Gadolinium Enhancement Images Using a Deep-Learning Approach. CinC Sara Moccia, Riccardo Banali, Chiara Martini, Giuseppe Muscogiuri, Gianluca Pontone, Mauro Pepi, Enrico G. Caiani