MOCCIA, SARA
MOCCIA, SARA
DIPARTIMENTO DI TECNOLOGIE INNOVATIVE IN MEDICINA & ODONTOIATRIA
A 3D CNN for preterm-infants’ movement detection in NICUs from depth streams
2020-01-01 Migliorelli, L.; Moccia, S.; Cannata, G. P.; Galli, A.; Ercoli, I.; Mandolini, L.; Carnielli, V.; Frontoni, E.
A Cloud-Based Healthcare Infrastructure for Neonatal Intensive-Care Units
2019-01-01 Migliorelli, Lucia; Cenci, Annalisa; Bernardini, Michele; Romeo, Luca; Moccia, Sara; Zingaretti, Primo
A Decision Support System for Diabetes Chronic Care Models Based on General Practitioner Engagement and EHR Data Sharing
2020-01-01 Frontoni, Emanuele; Romeo, Luca; Bernardini, Michele; Moccia, Sara; Migliorelli, Lucia; Paolanti, Marina; Ferri, Alessandro; Misericordia, Paolo; Mancini, Adriano; Zingaretti, Primo
A deep learning approach to median nerve evaluation in ultrasound images of carpal tunnel inlet
2022-01-01 Di Cosmo, Mariachiara; Fiorentino, Maria Chiara; Villani, Francesca Pia; Frontoni, Emanuele; Smerilli, Gianluca; Filippucci, Emilio; Moccia, Sara
A deep-learning approach for myocardial fibrosis detection in early contrast-enhanced cardiac CT images
2023-01-01 Penso, Marco; Babbaro, Mario; Moccia, Sara; Baggiano, Andrea; Carerj, Maria Ludovica; Guglielmo, Marco; Fusini, Laura; Mushtaq, Saima; Andreini, Daniele; Pepi, Mauro; Pontone, Gianluca; Caiani, Enrico G.
A deep-learning framework for metacarpal-head cartilage-thickness estimation in ultrasound rheumatological images
2022-01-01 Fiorentino, Maria Chiara; Cipolletta, Edoardo; Filippucci, Emilio; Grassi, Walter; Frontoni, Emanuele; Moccia, Sara
A deep-learning framework running on edge devices for handgun and knife detection from indoor video-surveillance cameras
2024-01-01 Berardini, Daniele; Migliorelli, Lucia; Galdelli, Alessandro; Frontoni, Emanuele; Mancini, Adriano; Moccia, Sara
A fast and accurate learning-based decoding algorithm for the classification of cardiovascular and respiratory challenges using intraneural electrodes in the pig vagus nerve
2022-01-01 Pollina, Leonardo; Vallone, Fabio; Ottaviani, Matteo M.; Strauss, Ivo; Recchia, Fabio A.; Moccia, Sara; Micera, Silvestro
A Federated Learning Framework for Stenosis Detection
2024-01-01 Di Cosmo, Mariachiara; Migliorelli, Giovanna; Francioni, Matteo; Muçaj, Andi; Maolo, Alessandro; Aprile, Alessandro; Frontoni, Emanuele; Fiorentino, Maria Chiara; Moccia, Sara
A Learning Approach for Informative-Frame Selection in US Rheumatology Images
2019-01-01 Fiorentino, Maria Chiara; Moccia, Sara; Cipolletta, Edoardo; Filippucci, Emilio; Frontoni, Emanuele
A lightweight learning-based decoding algorithm for intraneural vagus nerve activity classification in pigs
2022-01-01 Pollina, Leonardo; Vallone, Fabio; Ottaviani, Matteo M; Strauss, Ivo; Carlucci, Lucia; Recchia, Fabio A; Micera, Silvestro; Moccia, Sara
A Lumen Segmentation Method in Ureteroscopy Images based on a Deep Residual U-Net architecture
2021-01-01 Lazo, Jorge F.; Marzullo, Aldo; Moccia, Sara; Catellani, Michele; Rosa, Benoit; Calimeri, Francesco; de Mathelin, Michel; De Momi, Elena
A Machine Learning Approach for Postoperative Outcome Prediction: Surgical Data Science Application in a Thoracic Surgery Setting
2021-01-01 Salati, Michele; Migliorelli, Lucia; Moccia, Sara; Andolfi, Marco; Roncon, Alberto; Guiducci, Gian Marco; Xiumè, Francesco; Tiberi, Michela; Frontoni, Emanuele; Refai, Majed
A Novel Approach Based on Spatio-temporal Features and Random Forest for Scar Detection using Cine Cardiac Magnetic Resonance Images
2020-01-01 Moccia, Sara; Cagnoli, Alessandro; Martini, Chiara; Moscogiuri, Giuseppe; Pepi, Mauro; Frontoni, Emanuele; Pontone, Gianluca; Caiani, Enrico
A preliminary study on self-care telemonitoring of dysarthria in spinal muscular atrophy
2023-01-01 Migliorelli, Lucia; Moccia, Sara; Berardini, Daniele; Frontoni, Emanuele; Coccia, Michela; Villani, Laura; Bandini, Andrea
A regression framework to head-circumference delineation from US fetal images
2021-01-01 Fiorentino, Maria Chiara; Moccia, Sara; Capparuccini, Morris; Giamberini, Sara; Frontoni, Emanuele
A Review on Advances in Intra-operative Imaging for Surgery and Therapy: Imagining the Operating Room of the Future
2020-01-01 Zaffino, Paolo; Moccia, Sara; De Momi, Elena; Spadea, Maria Francesca
A review on deep-learning algorithms for fetal ultrasound-image analysis
2023-01-01 Fiorentino, Maria Chiara; Villani, Francesca Pia; Di Cosmo, Mariachiara; Frontoni, Emanuele; Moccia, Sara
A shape-constraint adversarial framework with instance-normalized spatio-temporal features for inter-fetal membrane segmentation
2021-01-01 Casella, Alessandro; Moccia, Sara; Paladini, Dario; Frontoni, Emanuele; De Momi, Elena; Mattos, Leonard S.
A store-and-forward cloud-based telemonitoring system for automatic assessing dysarthria evolution in neurological diseases from video-recording analysis
2023-01-01 Migliorelli, Lucia; Berardini, Daniele; Cela, Kevin; Coccia, Michela; Villani, Laura; Frontoni, Emanuele; Moccia, Sara
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A 3D CNN for preterm-infants’ movement detection in NICUs from depth streams | 2020 | Migliorelli, L.; Moccia, S.; Cannata, G. P.; Galli, A.; Ercoli, I.; Mandolini, L.; Carnielli, V.; Frontoni, E. | |
| A Cloud-Based Healthcare Infrastructure for Neonatal Intensive-Care Units | 2019 | Migliorelli, Lucia; Cenci, Annalisa; Bernardini, Michele; Romeo, Luca; Moccia, Sara; Zingaretti, Primo | |
| A Decision Support System for Diabetes Chronic Care Models Based on General Practitioner Engagement and EHR Data Sharing | 2020 | Frontoni, Emanuele; Romeo, Luca; Bernardini, Michele; Moccia, Sara; Migliorelli, Lucia; Paolanti, Marina; Ferri, Alessandro; Misericordia, Paolo; Mancini, Adriano; Zingaretti, Primo | |
| A deep learning approach to median nerve evaluation in ultrasound images of carpal tunnel inlet | 2022 | Di Cosmo, Mariachiara; Fiorentino, Maria Chiara; Villani, Francesca Pia; Frontoni, Emanuele; Smerilli, Gianluca; Filippucci, Emilio; Moccia, Sara | |
| A deep-learning approach for myocardial fibrosis detection in early contrast-enhanced cardiac CT images | 2023 | Penso, Marco; Babbaro, Mario; Moccia, Sara; Baggiano, Andrea; Carerj, Maria Ludovica; Guglielmo, Marco; Fusini, Laura; Mushtaq, Saima; Andreini, Daniele; Pepi, Mauro; Pontone, Gianluca; Caiani, Enrico G. | |
| A deep-learning framework for metacarpal-head cartilage-thickness estimation in ultrasound rheumatological images | 2022 | Fiorentino, Maria Chiara; Cipolletta, Edoardo; Filippucci, Emilio; Grassi, Walter; Frontoni, Emanuele; Moccia, Sara | |
| A deep-learning framework running on edge devices for handgun and knife detection from indoor video-surveillance cameras | 2024 | Berardini, Daniele; Migliorelli, Lucia; Galdelli, Alessandro; Frontoni, Emanuele; Mancini, Adriano; Moccia, Sara | |
| A fast and accurate learning-based decoding algorithm for the classification of cardiovascular and respiratory challenges using intraneural electrodes in the pig vagus nerve | 2022 | Pollina, Leonardo; Vallone, Fabio; Ottaviani, Matteo M.; Strauss, Ivo; Recchia, Fabio A.; Moccia, Sara; Micera, Silvestro | |
| A Federated Learning Framework for Stenosis Detection | 2024 | Di Cosmo, Mariachiara; Migliorelli, Giovanna; Francioni, Matteo; Muçaj, Andi; Maolo, Alessandro; Aprile, Alessandro; Frontoni, Emanuele; Fiorentino, Maria Chiara; Moccia, Sara | |
| A Learning Approach for Informative-Frame Selection in US Rheumatology Images | 2019 | Fiorentino, Maria Chiara; Moccia, Sara; Cipolletta, Edoardo; Filippucci, Emilio; Frontoni, Emanuele | |
| A lightweight learning-based decoding algorithm for intraneural vagus nerve activity classification in pigs | 2022 | Pollina, Leonardo; Vallone, Fabio; Ottaviani, Matteo M; Strauss, Ivo; Carlucci, Lucia; Recchia, Fabio A; Micera, Silvestro; Moccia, Sara | |
| A Lumen Segmentation Method in Ureteroscopy Images based on a Deep Residual U-Net architecture | 2021 | Lazo, Jorge F.; Marzullo, Aldo; Moccia, Sara; Catellani, Michele; Rosa, Benoit; Calimeri, Francesco; de Mathelin, Michel; De Momi, Elena | |
| A Machine Learning Approach for Postoperative Outcome Prediction: Surgical Data Science Application in a Thoracic Surgery Setting | 2021 | Salati, Michele; Migliorelli, Lucia; Moccia, Sara; Andolfi, Marco; Roncon, Alberto; Guiducci, Gian Marco; Xiumè, Francesco; Tiberi, Michela; Frontoni, Emanuele; Refai, Majed | |
| A Novel Approach Based on Spatio-temporal Features and Random Forest for Scar Detection using Cine Cardiac Magnetic Resonance Images | 2020 | Moccia, Sara; Cagnoli, Alessandro; Martini, Chiara; Moscogiuri, Giuseppe; Pepi, Mauro; Frontoni, Emanuele; Pontone, Gianluca; Caiani, Enrico | |
| A preliminary study on self-care telemonitoring of dysarthria in spinal muscular atrophy | 2023 | Migliorelli, Lucia; Moccia, Sara; Berardini, Daniele; Frontoni, Emanuele; Coccia, Michela; Villani, Laura; Bandini, Andrea | |
| A regression framework to head-circumference delineation from US fetal images | 2021 | Fiorentino, Maria Chiara; Moccia, Sara; Capparuccini, Morris; Giamberini, Sara; Frontoni, Emanuele | |
| A Review on Advances in Intra-operative Imaging for Surgery and Therapy: Imagining the Operating Room of the Future | 2020 | Zaffino, Paolo; Moccia, Sara; De Momi, Elena; Spadea, Maria Francesca | |
| A review on deep-learning algorithms for fetal ultrasound-image analysis | 2023 | Fiorentino, Maria Chiara; Villani, Francesca Pia; Di Cosmo, Mariachiara; Frontoni, Emanuele; Moccia, Sara | |
| A shape-constraint adversarial framework with instance-normalized spatio-temporal features for inter-fetal membrane segmentation | 2021 | Casella, Alessandro; Moccia, Sara; Paladini, Dario; Frontoni, Emanuele; De Momi, Elena; Mattos, Leonard S. | |
| A store-and-forward cloud-based telemonitoring system for automatic assessing dysarthria evolution in neurological diseases from video-recording analysis | 2023 | Migliorelli, Lucia; Berardini, Daniele; Cela, Kevin; Coccia, Michela; Villani, Laura; Frontoni, Emanuele; Moccia, Sara |