Works by Moccia, Sara

Results: 46

Contrastive prototype federated learning against noisy labels in fetal standard plane detection.

Published in:

International Journal of Computer Assisted Radiology & Surgery, 2025, v. 20, n. 7, p. 1431, doi. 10.1007/s11548-025-03400-6

By:

Fiorentino, Maria Chiara;
Migliorelli, Giovanna;
Villani, Francesca Pia;
Frontoni, Emanuele;
Moccia, Sara

Publication type:

Article

AGITI VIOLENTI NEI CONFRONTI DEGLI OPERATORI SANITARI: ESPERIENZA IN UNA ASST LOMBARDA.

Published in:

Giornale Italiano di Medicina del Lavoro ed Ergonomia, 2022, v. 44, n. 2, p. 256

By:

Fazioli, Raffaella;
Galli, Luigina;
di Carlo, Antonio Scotto;
Moccia, Sara;
Bona, Maria Dalla;
Fornaciari, Margherita

Publication type:

Article

IJCARS: IPCAI 2025 special issue—16th international conference on information processing in computer-assisted interventions 2025.

Published in:

International Journal of Computer Assisted Radiology & Surgery, 2025, v. 20, n. 6, p. 1047, doi. 10.1007/s11548-025-03435-9

By:

Bano, Sophia;
Moccia, Sara;
Mukhopadhyay, Anirban

Publication type:

Article

IJCARS: IPCAI 2024 special issue—15th international conference on information processing in computer-assisted interventions 2024—part 1.

Published in:

2024

By:

Collins, Toby;
Moccia, Sara;
Unberath, Mathias

Publication type:

Editorial

Learning-based keypoint registration for fetoscopic mosaicking.

Published in:

International Journal of Computer Assisted Radiology & Surgery, 2024, v. 19, n. 3, p. 481, doi. 10.1007/s11548-023-03025-7

By:

Casella, Alessandro;
Bano, Sophia;
Vasconcelos, Francisco;
David, Anna L.;
Paladini, Dario;
Deprest, Jan;
De Momi, Elena;
Mattos, Leonardo S.;
Moccia, Sara;
Stoyanov, Danail

Publication type:

Article

Toward a navigation framework for fetoscopy.

Published in:

International Journal of Computer Assisted Radiology & Surgery, 2023, v. 18, n. 12, p. 2349, doi. 10.1007/s11548-023-02974-3

By:

Casella, Alessandro;
Lena, Chiara;
Moccia, Sara;
Paladini, Dario;
De Momi, Elena;
Mattos, Leonardo S.

Publication type:

Article

Real-time vessel segmentation and reconstruction for virtual fixtures for an active handheld microneurosurgical instrument.

Published in:

International Journal of Computer Assisted Radiology & Surgery, 2022, v. 17, n. 6, p. 1069, doi. 10.1007/s11548-022-02584-5

By:

Venugopal, Aravind;
Moccia, Sara;
Foti, Simone;
Routray, Arpita;
MacLachlan, Robert A.;
Perin, Alessandro;
Mattos, Leonardo S.;
Yu, Alexander K.;
Leonardo, Jody;
De Momi, Elena;
N. Riviere, Cameron

Publication type:

Article

Mask-R2CNN: a distance-field regression version of Mask-RCNN for fetal-head delineation in ultrasound images.

Published in:

International Journal of Computer Assisted Radiology & Surgery, 2021, v. 16, n. 10, p. 1711, doi. 10.1007/s11548-021-02430-0

By:

Moccia, Sara;
Fiorentino, Maria Chiara;
Frontoni, Emanuele

Publication type:

Article

Using spatial-temporal ensembles of convolutional neural networks for lumen segmentation in ureteroscopy.

Published in:

International Journal of Computer Assisted Radiology & Surgery, 2021, v. 16, n. 6, p. 915, doi. 10.1007/s11548-021-02376-3

By:

Lazo, Jorge F.;
Marzullo, Aldo;
Moccia, Sara;
Catellani, Michele;
Rosa, Benoit;
de Mathelin, Michel;
De Momi, Elena

Publication type:

Article

FCNN-based axon segmentation for convection-enhanced delivery optimization.

Published in:

International Journal of Computer Assisted Radiology & Surgery, 2019, v. 14, n. 3, p. 493, doi. 10.1007/s11548-018-01911-z

By:

Vidotto, Marco;
De Momi, Elena;
Gazzara, Michele;
Mattos, Leonardo S.;
Ferrigno, Giancarlo;
Moccia, Sara

Publication type:

Article

Computer-assisted liver graft steatosis assessment via learning-based texture analysis.

Published in:

International Journal of Computer Assisted Radiology & Surgery, 2018, v. 13, n. 9, p. 1357, doi. 10.1007/s11548-018-1787-6

By:

Moccia, Sara;
Mattos, Leonardo S.;
Patrini, Ilaria;
Ruperti, Michela;
Poté, Nicolas;
Dondero, Federica;
Cauchy, François;
Sepulveda, Ailton;
Soubrane, Olivier;
De Momi, Elena;
Diaspro, Alberto;
Cesaretti, Manuela

Publication type:

Article

Regional entrepreneurship and the structure of the banking market.

Published in:

Regional Studies Regional Science, 2023, v. 10, n. 1, p. 394, doi. 10.1080/21681376.2023.2186804

By:

Moccia, Sara;
Pennacchio, Luca

Publication type:

Article

Turnout and voting behaviour in constitutional referendums: a regional analysis of the Italian case.

Published in:

Regional Studies Regional Science, 2019, v. 6, n. 1, p. 557, doi. 10.1080/21681376.2019.1680314

By:

Del Monte, Alfredo;
Moccia, Sara;
Pennacchio, Luca

Publication type:

Article

Deep Learning for Automatic Segmentation of Oral and Oropharyngeal Cancer Using Narrow Band Imaging: Preliminary Experience in a Clinical Perspective.

Published in:

Frontiers in Oncology, 2021, v. 11, p. N.PAG, doi. 10.3389/fonc.2021.626602

By:

Paderno, Alberto;
Piazza, Cesare;
Del Bon, Francesca;
Lancini, Davide;
Tanagli, Stefano;
Deganello, Alberto;
Peretti, Giorgio;
De Momi, Elena;
Patrini, Ilaria;
Ruperti, Michela;
Mattos, Leonardo S.;
Moccia, Sara

Publication type:

Article

Automatic Spontaneous Speech Analysis for the Detection of Cognitive Functional Decline in Older Adults: Multilanguage Cross-Sectional Study.

Published in:

JMIR Aging, 2024, v. 7, p. 1, doi. 10.2196/50537

By:

Ambrosini, Emilia;
Giangregorio, Chiara;
Lomurno, Eugenio;
Moccia, Sara;
Milis, Marios;
Loizou, Christos;
Azzolino, Domenico;
Cesari, Matteo;
Cid Gala, Manuel;
Galán de Isla, Carmen;
Gomez-Raja, Jonathan;
Borghese, Nunzio Alberto;
Matteucci, Matteo;
Ferrante, Simona

Publication type:

Article

Uncovering ethical biases in publicly available fetal ultrasound datasets.

Published in:

NPJ Digital Medicine, 2025, v. 8, n. 1, p. 1, doi. 10.1038/s41746-025-01739-3

By:

Fiorentino, Maria Chiara;
Moccia, Sara;
Cosmo, Mariachiara Di;
Frontoni, Emanuele;
Giovanola, Benedetta;
Tiribelli, Simona

Publication type:

Article

An Open-Source COVID-19 CT Dataset with Automatic Lung Tissue Classification for Radiomics.

Published in:

Bioengineering (Basel), 2021, v. 8, n. 2, p. 1, doi. 10.3390/bioengineering8020026

By:

Zaffino, Paolo;
Marzullo, Aldo;
Moccia, Sara;
Calimeri, Francesco;
De Momi, Elena;
Bertucci, Bernardo;
Paolo Arcuri, Pier;
Francesca Spadea, Maria

Publication type:

Article

Editorial: Artificial intelligence in rheumatology and musculoskeletal diseases.

Published in:

Frontiers in Medicine, 2024, p. 1, doi. 10.3389/fmed.2024.1402871

By:

Cipolletta, Edoardo;
Fiorentino, Maria Chiara;
Vreju, Florentin Ananu;
Moccia, Sara;
Filippucci, Emilio

Publication type:

Article

A Machine Learning Approach for Postoperative Outcome Prediction: Surgical Data Science Application in a Thoracic Surgery Setting.

Published in:

World Journal of Surgery, 2021, v. 45, n. 5, p. 1585, doi. 10.1007/s00268-020-05948-7

By:

Salati, Michele;
Migliorelli, Lucia;
Moccia, Sara;
Andolfi, Marco;
Roncon, Alberto;
Guiducci, Gian Marco;
Xiumè, Francesco;
Tiberi, Michela;
Frontoni, Emanuele;
Refai, Majed

Publication type:

Article

Artificial Intelligence for Upper Aerodigestive Tract Endoscopy and Laryngoscopy: A Guide for Physicians and State‐of‐the‐Art Review.

Published in:

Otolaryngology-Head & Neck Surgery, 2023, v. 169, n. 4, p. 811, doi. 10.1002/ohn.343

By:

Sampieri, Claudio;
Baldini, Chiara;
Azam, Muhammad Adeel;
Moccia, Sara;
Mattos, Leonardo S.;
Vilaseca, Isabel;
Peretti, Giorgio;
Ioppi, Alessandro

Publication type:

Article

Learning-Based Screening of Endothelial Dysfunction From Photoplethysmographic Signals.

Published in:

Electronics (2079-9292), 2019, v. 8, n. 3, p. 271, doi. 10.3390/electronics8030271

By:

Calamanti, Chiara;
Moccia, Sara;
Migliorelli, Lucia;
Paolanti, Marina;
Frontoni, Emanuele

Publication type:

Article

Glioma biopsies Classification Using Raman Spectroscopy and Machine Learning Models on Fresh Tissue Samples.

Published in:

Cancers, 2021, v. 13, n. 5, p. 1073, doi. 10.3390/cancers13051073

By:

Riva, Marco;
Sciortino, Tommaso;
Secoli, Riccardo;
D'Amico, Ester;
Moccia, Sara;
Fernandes, Bethania;
Conti Nibali, Marco;
Gay, Lorenzo;
Rossi, Marco;
De Momi, Elena;
Bello, Lorenzo;
Meyer, Bernhard;
Krieg, Sandro;
Gempt, Jens

Publication type:

Article

Videomics of the Upper Aero-Digestive Tract Cancer: Deep Learning Applied to White Light and Narrow Band Imaging for Automatic Segmentation of Endoscopic Images.

Published in:

Frontiers in Oncology, 2022, v. 12, p. 1, doi. 10.3389/fonc.2022.900451

By:

Azam, Muhammad Adeel;
Sampieri, Claudio;
Ioppi, Alessandro;
Benzi, Pietro;
Giordano, Giorgio Gregory;
De Vecchi, Marta;
Campagnari, Valentina;
Li, Shunlei;
Guastini, Luca;
Paderno, Alberto;
Moccia, Sara;
Piazza, Cesare;
Mattos, Leonardo S.;
Peretti, Giorgio

Publication type:

Article

Development of a convolutional neural network for the identification and the measurement of the median nerve on ultrasound images acquired at carpal tunnel level.

Published in:

Arthritis Research & Therapy, 2022, v. 24, n. 1, p. 1, doi. 10.1186/s13075-022-02729-6

By:

Smerilli, Gianluca;
Cipolletta, Edoardo;
Sartini, Gianmarco;
Moscioni, Erica;
Di Cosmo, Mariachiara;
Fiorentino, Maria Chiara;
Moccia, Sara;
Frontoni, Emanuele;
Grassi, Walter;
Filippucci, Emilio

Publication type:

Article

Speed of spending and government decentralization: evidence from Italy.

Published in:

Regional Studies, 2022, v. 56, n. 12, p. 2133, doi. 10.1080/00343404.2022.2045010

By:

Del Monte, Alfredo;
De Iudicibus, Alessandro;
Moccia, Sara;
Pennacchio, Luca

Publication type:

Article

A deep-learning framework running on edge devices for handgun and knife detection from indoor video-surveillance cameras.

Published in:

Multimedia Tools & Applications, 2024, v. 83, n. 7, p. 19109, doi. 10.1007/s11042-023-16231-x

By:

Berardini, Daniele;
Migliorelli, Lucia;
Galdelli, Alessandro;
Frontoni, Emanuele;
Mancini, Adriano;
Moccia, Sara

Publication type:

Article

Raman Spectroscopy and Machine Learning for IDH Genotyping of Unprocessed Glioma Biopsies.

Published in:

Cancers, 2021, v. 13, n. 16, p. 4196, doi. 10.3390/cancers13164196

By:

Sciortino, Tommaso;
Secoli, Riccardo;
d'Amico, Ester;
Moccia, Sara;
Conti Nibali, Marco;
Gay, Lorenzo;
Rossi, Marco;
Pecco, Nicolò;
Castellano, Antonella;
De Momi, Elena;
Fernandes, Bethania;
Riva, Marco;
Bello, Lorenzo

Publication type:

Article

Development and testing of a deep learning-based strategy for scar segmentation on CMR-LGE images.

Published in:

MAGMA: Magnetic Resonance Materials in Physics, Biology & Medicine, 2019, v. 32, n. 2, p. 187, doi. 10.1007/s10334-018-0718-4

By:

Moccia, Sara;
Banali, Riccardo;
Martini, Chiara;
Muscogiuri, Giuseppe;
Pontone, Gianluca;
Pepi, Mauro;
Caiani, Enrico Gianluca

Publication type:

Article

A Review on Advances in Intra-operative Imaging for Surgery and Therapy: Imagining the Operating Room of the Future.

Published in:

Annals of Biomedical Engineering, 2020, v. 48, n. 8, p. 2171, doi. 10.1007/s10439-020-02553-6

By:

Zaffino, Paolo;
Moccia, Sara;
De Momi, Elena;
Spadea, Maria Francesca

Publication type:

Article

Inter-foetus Membrane Segmentation for TTTS Using Adversarial Networks.

Published in:

Annals of Biomedical Engineering, 2020, v. 48, n. 2, p. 848, doi. 10.1007/s10439-019-02424-9

By:

Casella, Alessandro;
Moccia, Sara;
Frontoni, Emanuele;
Paladini, Dario;
De Momi, Elena;
Mattos, Leonardo S.

Publication type:

Article

Toward Improving Safety in Neurosurgery with an Active Handheld Instrument.

Published in:

Annals of Biomedical Engineering, 2018, v. 46, n. 10, p. 1450, doi. 10.1007/s10439-018-2091-x

By:

Moccia, Sara;
Foti, Simone;
Routray, Arpita;
Prudente, Francesca;
Perin, Alessandro;
Sekula, Raymond F.;
Mattos, Leonardo S.;
Balzer, Jeffrey R.;
Fellows-Mayle, Wendy;
De Momi, Elena;
Riviere, Cameron N.

Publication type:

Article

Confident texture-based laryngeal tissue classification for early stage diagnosis support.

Published in:

Journal of Medical Imaging, 2017, v. 4, n. 3, p. 034502-1, doi. 10.1117/1.JMI.4.3.034502

By:

Moccia, Sara;
De Momi, Elena;
Guarnaschelli, Marco;
Savazzi, Matteo;
Laborai, Andrea;
Guastini, Luca;
Peretti, Giorgio;
Mattos, Leonardo S.

Publication type:

Article

EndoAbS dataset: Endoscopic abdominal stereo image dataset for benchmarking 3D stereo reconstruction algorithms.

Published in:

International Journal of Medical Robotics & Computer Assisted Surgery, 2018, v. 14, n. 5, p. 1, doi. 10.1002/rcs.1926

By:

Penza, Veronica;
Ciullo, Andrea S.;
Moccia, Sara;
Mattos, Leonardo S.;
De Momi, Elena

Publication type:

Article

Heartbeat Detection by Laser Doppler Vibrometry and Machine Learning.

Published in:

Sensors (14248220), 2020, v. 20, n. 18, p. 5362, doi. 10.3390/s20185362

By:

Antognoli, Luca;
Moccia, Sara;
Migliorelli, Lucia;
Casaccia, Sara;
Scalise, Lorenzo;
Frontoni, Emanuele

Publication type:

Article

Regional entrepreneurship and innovation: historical roots and the impact on the growth of regions.

Published in:

Small Business Economics, 2022, v. 58, n. 1, p. 451, doi. 10.1007/s11187-020-00425-w

By:

Del Monte, Alfredo;
Moccia, Sara;
Pennacchio, Luca

Publication type:

Article

An automated approach for real-time informative frames classification in laryngeal endoscopy using deep learning.

Published in:

European Archives of Oto-Rhino-Laryngology, 2024, v. 281, n. 8, p. 4255, doi. 10.1007/s00405-024-08676-z

By:

Baldini, Chiara;
Azam, Muhammad Adeel;
Sampieri, Claudio;
Ioppi, Alessandro;
Ruiz-Sevilla, Laura;
Vilaseca, Isabel;
Alegre, Berta;
Tirrito, Alessandro;
Pennacchi, Alessia;
Peretti, Giorgio;
Moccia, Sara;
Mattos, Leonardo S.

Publication type:

Article

Propionyl Carnitine Metabolic Profile: Optimizing the Newborn Screening Strategy Through Customized Cut-Offs.

Published in:

Metabolites (2218-1989), 2025, v. 15, n. 5, p. 308, doi. 10.3390/metabo15050308

By:

Tommolini, Maria Lucia;
Cufaro, Maria Concetta;
Valentinuzzi, Silvia;
Cicalini, Ilaria;
Zucchelli, Mirco;
Frisco, Alberto;
Simonetti, Simonetta;
Perrone Donnorso, Michela;
Moccia, Sara;
Bucci, Ines;
Aricò, Maurizio;
De Laurenzi, Vincenzo;
Federici, Luca;
Pieragostino, Damiana;
Rossi, Claudia

Publication type:

Article

LE DETERMINANTI DELLO SVILUPPO DELLA BANDA LARGA: ANALISI DEI COMUNI ITALIANI.

Published in:

Rassegna Economica, 2016, n. 2, p. 65

By:

MOCCIA, SARA

Publication type:

Article

Deep learning approaches for the detection of scar presence from cine cardiac magnetic resonance adding derived parametric images.

Published in:

Medical & Biological Engineering & Computing, 2025, v. 63, n. 1, p. 59, doi. 10.1007/s11517-024-03175-z

By:

Righetti, Francesca;
Rubiu, Giulia;
Penso, Marco;
Moccia, Sara;
Carerj, Maria L.;
Pepi, Mauro;
Pontone, Gianluca;
Caiani, Enrico G.

Publication type:

Article

TwinEDA: a sustainable deep-learning approach for limb-position estimation in preterm infants' depth images.

Published in:

Medical & Biological Engineering & Computing, 2023, v. 61, n. 2, p. 387, doi. 10.1007/s11517-022-02696-9

By:

Migliorelli, Lucia;
Cacciatore, Alessandro;
Ottaviani, Valeria;
Berardini, Daniele;
Dellaca', Raffaele L.;
Frontoni, Emanuele;
Moccia, Sara

Publication type:

Article

A deep learning approach to median nerve evaluation in ultrasound images of carpal tunnel inlet.

Published in:

2022

By:

Di Cosmo, Mariachiara;
Fiorentino, Maria Chiara;
Villani, Francesca Pia;
Frontoni, Emanuele;
Smerilli, Gianluca;
Filippucci, Emilio;
Moccia, Sara

Publication type:

journal article

Transfer learning for informative-frame selection in laryngoscopic videos through learned features.

Published in:

2020

By:

Patrini, Ilaria;
Ruperti, Michela;
Moccia, Sara;
Mattos, Leonardo S.;
Frontoni, Emanuele;
De Momi, Elena

Publication type:

journal article

Learned and handcrafted features for early-stage laryngeal SCC diagnosis.

Published in:

2019

By:

Araújo, Tiago;
Santos, Cristina P.;
De Momi, Elena;
Moccia, Sara

Publication type:

journal article

Cultural environment, entrepreneurship and innovation in Europe. The importance of history.

Published in:

Il Capitale Culturale: Studies on the Value of Cultural Heritage, 2021, n. 23, p. 111, doi. 10.13138/2039-2362/2508

By:

Monte, Alfredo Del;
Moccia, Sara;
Pennacchio, Luca

Publication type:

Article

Real‐Time Laryngeal Cancer Boundaries Delineation on White Light and Narrow‐Band Imaging Laryngoscopy with Deep Learning.

Published in:

Laryngoscope, 2024, v. 134, n. 6, p. 2826, doi. 10.1002/lary.31255

By:

Sampieri, Claudio;
Azam, Muhammad Adeel;
Ioppi, Alessandro;
Baldini, Chiara;
Moccia, Sara;
Kim, Dahee;
Tirrito, Alessandro;
Paderno, Alberto;
Piazza, Cesare;
Mattos, Leonardo S.;
Peretti, Giorgio

Publication type:

Article

Deep Learning Applied to White Light and Narrow Band Imaging Videolaryngoscopy: Toward Real‐Time Laryngeal Cancer Detection.

Published in:

Laryngoscope, 2022, v. 132, n. 9, p. 1798, doi. 10.1002/lary.29960

By:

Azam, Muhammad Adeel;
Sampieri, Claudio;
Ioppi, Alessandro;
Africano, Stefano;
Vallin, Alberto;
Mocellin, Davide;
Fragale, Marco;
Guastini, Luca;
Moccia, Sara;
Piazza, Cesare;
Mattos, Leonardo S.;
Peretti, Giorgio

Publication type:

Article