Sara Moccia

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 93

Top Topics

Convolutional Neural Network

Vessel Segmentation

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

Comput. Methods Programs Biomed.

Publications

Luís Serrador, Francesca Pia Villani, Sara Moccia, Cristina P. Santos
Knowledge distillation on individual vertebrae segmentation exploiting 3D U-Net. Comput. Medical Imaging Graph. 113 (2024)
Angelo Lasala, Maria Chiara Fiorentino, Andrea Bandini, Sara Moccia
FetalBrainAwareNet: Bridging GANs with anatomical insight for fetal ultrasound brain plane synthesis. Comput. Medical Imaging Graph. 116 (2024)
Daniele Berardini, Lucia Migliorelli, Alessandro Galdelli, Emanuele Frontoni, Adriano Mancini, Sara Moccia
A deep-learning framework running on edge devices for handgun and knife detection from indoor video-surveillance cameras. Multim. Tools Appl. 83 (7) (2024)
Muhammad Adeel Azam, Claudio Sampieri, Alessandro Ioppi, Muhammad Ashir Azam, Chiara Baldini, Shunlei Li, Sara Moccia, Giorgio Peretti, Leonardo S. Mattos
Automatic delineation of laryngeal squamous cell carcinoma during endoscopy. Biomed. Signal Process. Control. 88 (Part B) (2024)
Alessandro Casella, Sophia Bano, Francisco Vasconcelos, Anna L. David, Dario Paladini, Jan Deprest, Elena De Momi, Leonardo S. Mattos, Sara Moccia, Danail Stoyanov
Learning-based keypoint registration for fetoscopic mosaicking. Int. J. Comput. Assist. Radiol. Surg. 19 (3) (2024)
Giovanna Migliorelli, Maria Chiara Fiorentino, Mariachiara Di Cosmo, Francesca Pia Villani, Adriano Mancini, Sara Moccia
On the use of contrastive learning for standard-plane classification in fetal ultrasound imaging. Comput. Biol. Medicine 174 (2024)
Toby Collins, Sara Moccia, Mathias Unberath
IJCARS: IPCAI 2024 special issue - 15th international conference on information processing in computer-assisted interventions 2024 - part 1. Int. J. Comput. Assist. Radiol. Surg. 19 (6) (2024)
Sophia Bano, Alessandro Casella, Francisco Vasconcelos, Abdul Qayyum, Abdesslam Benzinou, Moona Mazher, Fabrice Mériaudeau, Chiara Lena, Ilaria Anita Cintorrino, Gaia Romana De Paolis, Jessica Biagioli, Daria Grechishnikova, Jing Jiao, Bizhe Bai, Yanyan Qiao, Binod Bhattarai, Rebati Raman Gaire, Ronast Subedi, Eduard Vazquez, Szymon Plotka, Aneta Lisowska, Arkadiusz Sitek, George Attilakos, Ruwan Wimalasundera, Anna L. David, Dario Paladini, Jan Deprest, Elena De Momi, Leonardo S. Mattos, Sara Moccia, Danail Stoyanov
Placental vessel segmentation and registration in fetoscopy: Literature review and MICCAI FetReg2021 challenge findings. Medical Image Anal. 92 (2024)
Francesca Pia Villani, Alberto Paderno, Maria Chiara Fiorentino, Alessandro Casella, Cesare Piazza, Sara Moccia
Classifying Vocal Folds Fixation from Endoscopic Videos with Machine Learning. EMBC (2023)
Alessandro Casella, Chiara Lena, Sara Moccia, Dario Paladini, Elena De Momi, Leonardo S. Mattos
Toward a navigation framework for fetoscopy. Int. J. Comput. Assist. Radiol. Surg. 18 (12) (2023)
Sara Mazzucato, Andrea Bandini, Silvestro Micera, Giuseppe Vergaro, Stefano Dalmiani, Michele Emdin, Claudio Passino, Sara Moccia
Classification of patients with cardiac amyloidosis using machine learning models on Italian electronic clinical health records. EMBC (2023)
Lucia Migliorelli, Daniele Berardini, Kevin Cela, Michela Coccia, Laura Villani, Emanuele Frontoni, Sara Moccia
A store-and-forward cloud-based telemonitoring system for automatic assessing dysarthria evolution in neurological diseases from video-recording analysis. Comput. Biol. Medicine 163 (2023)
Maria Chiara Fiorentino, Francesca Pia Villani, Mariachiara Di Cosmo, Emanuele Frontoni, Sara Moccia
A review on deep-learning algorithms for fetal ultrasound-image analysis. Medical Image Anal. 83 (2023)
Lucia Migliorelli, Daniele Berardini, Kevin Cela, Michela Coccia, Laura Villani, Emanuele Frontoni, Sara Moccia
A store-and-forward cloud-based telemonitoring system for automatic assessing dysarthria evolution in neurological diseases from video-recording analysis. CoRR (2023)
Angelo Lasala, Maria Chiara Fiorentino, Silvestro Micera, Andrea Bandini, Sara Moccia
Exploiting class activation mappings as prior to generate fetal brain ultrasound images with GANs. EMBC (2023)
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)
Mariachiara Di Cosmo, Giovanna Migliorelli, Matteo Francioni, Andi Mucaj, Alessandro Maolo, Alessandro Aprile, Emanuele Frontoni, Maria Chiara Fiorentino, Sara Moccia
A Federated Learning Framework for Stenosis Detection. ICIAP Workshops (2) (2023)
Lucia Migliorelli, Simona Tiribelli, Alessandro Cacciatore, Benedetta Giovanola, Emanuele Frontoni, Sara Moccia
Accountable Deep-Learning-Based Vision Systems for Preterm Infant Monitoring. Computer 56 (5) (2023)
Simone Romeni, Gabriele Marino, Luca Pierantoni, Sara Moccia, Silvestro Micera
Machine-learning predictor of nerve fiber firing rate allows the automatic optimization of electrical stimulation protocols. NER (2023)
Lucia Migliorelli, Alessandro Cacciatore, Valeria Ottaviani, Daniele Berardini, Raffaele L. Dellacà, Emanuele Frontoni, Sara Moccia
TwinEDA: a sustainable deep-learning approach for limb-position estimation in preterm infants' depth images. Medical Biol. Eng. Comput. 61 (2) (2023)
Lucia Migliorelli, Sara Moccia, Daniele Berardini, Emanuele Frontoni, Michela Coccia, Laura Villani, Andrea Bandini
A preliminary study on self-care telemonitoring of dysarthria in spinal muscular atrophy. EMBC (2023)
Carolina Gonçalves, João M. Lopes, Sara Moccia, Daniele Berardini, Lucia Migliorelli, Cristina P. Santos
Deep learning-based approaches for human motion decoding in smart walkers for rehabilitation. Expert Syst. Appl. 228 (2023)
Carolina Gonçalves, João M. Lopes, Sara Moccia, Daniele Berardini, Lucia Migliorelli, Cristina P. Santos
Deep learning-based approaches for human motion decoding in smart walkers for rehabilitation. CoRR (2023)
Gianluca Manduca, Valeria Zeni, Sara Moccia, Giovanni Benelli, Angelo Canale, Cesare Stefanini, Donato Romano
Automated image-based analysis unveils acute effects due to sub-lethal pesticide doses exposure. EMBC (2023)
Tobias Roß, Pierangela Bruno, Annika Reinke, Manuel Wiesenfarth, Lisa Koeppel, Peter M. Full, Bünyamin Pekdemir, Patrick Godau, Darya Trofimova, Fabian Isensee, Tim J. Adler, Thuy Nuong Tran, Sara Moccia, Francesco Calimeri, Beat P. Müller-Stich, Annette Kopp-Schneider, Lena Maier-Hein
Beyond rankings: Learning (more) from algorithm validation. Medical Image Anal. 86 (2023)
Mariachiara Di Cosmo, Giovanna Migliorelli, Matteo Francioni, Andi Mucaj, Alessandro Maolo, Alessandro Aprile, Emanuele Frontoni, Maria Chiara Fiorentino, Sara Moccia
A Federated Learning Framework for Stenosis Detection. CoRR (2023)
Maria Chiara Fiorentino, Edoardo Cipolletta, Emilio Filippucci, Walter Grassi, Emanuele Frontoni, Sara Moccia
A deep-learning framework for metacarpal-head cartilage-thickness estimation in ultrasound rheumatological images. Comput. Biol. Medicine 141 (2022)
Alessandro Casella, Sara Moccia, Ilaria Anita Cintorrino, Gaia Romana De Paolis, Alexa Bicelli, Dario Paladini, Elena De Momi, Leonardo S. Mattos
Deep-Learning Architectures for Placenta Vessel Segmentation in TTTS Fetoscopic Images. ICIAP Workshops (2022)
Maria Chiara Fiorentino, Francesca Pia Villani, Mariachiara Di Cosmo, Emanuele Frontoni, Sara Moccia
A Review on Deep-Learning Algorithms for Fetal Ultrasound-Image Analysis. CoRR (2022)
Mariachiara Di Cosmo, Maria Chiara Fiorentino, Francesca Pia Villani, Emanuele Frontoni, Gianluca Smerilli, Emilio Filippucci, Sara Moccia
A deep learning approach to median nerve evaluation in ultrasound images of carpal tunnel inlet. Medical Biol. Eng. Comput. 60 (11) (2022)
Matteo Testi, Matteo Ballabio, Emanuele Frontoni, Giulio Iannello, Sara Moccia, Paolo Soda, Gennaro Vessio
MLOps: A Taxonomy and a Methodology. IEEE Access 10 (2022)
Leonardo Pollina, Fabio Vallone, Matteo M. Ottaviani, Ivo Strauss, Fabio A. Recchia, Sara Moccia, Silvestro Micera
A fast and accurate learning-based decoding algorithm for the classification of cardiovascular and respiratory challenges using intraneural electrodes in the pig vagus nerve. EMBC (2022)
Lucia Migliorelli, Emanuele Frontoni, Sara Moccia
An accurate estimation of preterm infants' limb pose from depth images using deep neural networks with densely connected atrous spatial convolutions. Expert Syst. Appl. 204 (2022)
Jorge F. Lazo, Chun-Feng Lai, Sara Moccia, Benoit Rosa, Michele Catellani, Michel de Mathelin, Giancarlo Ferrigno, Paul Breedveld, Jenny Dankelman, Elena De Momi
Autonomous Intraluminal Navigation of a Soft Robot using Deep-Learning-based Visual Servoing. IROS (2022)
Jorge F. Lazo, Chun-Feng Lai, Sara Moccia, Benoit Rosa, Michele Catellani, Michel de Mathelin, Giancarlo Ferrigno, Paul Breedveld, Jenny Dankelman, Elena De Momi
Autonomous Intraluminal Navigation of a Soft Robot using Deep-Learning-based Visual Servoing. CoRR (2022)
Sara Moccia, Sarah Solbiati, Mahshad Khornegah, Federica F. S. Bossi, Enrico G. Caiani
Automated classification of hand gestures using a wristband and machine learning for possible application in pill intake monitoring. Comput. Methods Programs Biomed. 219 (2022)
Giuseppe Pio Cannata, Lucia Migliorelli, Adriano Mancini, Emanuele Frontoni, Rocco Pietrini, Sara Moccia
Generating depth images of preterm infants in given poses using GANs. Comput. Methods Programs Biomed. 225 (2022)
Alessandro Casella, Sophia Bano, Francisco Vasconcelos, Anna L. David, Dario Paladini, Jan Deprest, Elena De Momi, Leonardo S. Mattos, Sara Moccia, Danail Stoyanov
Learning-Based Keypoint Registration for Fetoscopic Mosaicking. CoRR (2022)
Daniela De Luca, Sara Moccia, Silvestro Micera
Deploying an Instance Segmentation Algorithm to Implement Social Distancing for Prosthetic Vision. PerCom Workshops (2022)
Aravind Venugopal, Sara Moccia, Simone Foti, Arpita Routray, Robert A. MacLachlan, Alessandro Perin, Leonardo S. Mattos, Alexander K. Yu, Jody Leonardo, Elena De Momi, Cameron N. Riviere
Real-time vessel segmentation and reconstruction for virtual fixtures for an active handheld microneurosurgical instrument. Int. J. Comput. Assist. Radiol. Surg. 17 (6) (2022)
Daniela De Luca, Sara Moccia, Leonardo Lupori, Raffaele Mazziotti, Tommaso Pizzorusso, Silvestro Micera
Predicting visual stimuli from cortical response recorded with widefield imaging in a mouse. IEEE SENSORS (2022)
Alessandro Cacciatore, Lucia Migliorelli, Daniele Berardini, Simona Tiribelli, Stefano Pigliapoco, Sara Moccia
Some Ethical Remarks on Deep Learning-Based Movements Monitoring for Preterm Infants: Green AI or Red AI? ICIAP Workshops (2022)
Sophia Bano, Alessandro Casella, Francisco Vasconcelos, Abdul Qayyum, Abdesslam Benzinou, Moona Mazher, Fabrice Mériaudeau, Chiara Lena, Ilaria Anita Cintorrino, Gaia Romana De Paolis, Jessica Biagioli, Daria Grechishnikova, Jing Jiao, Bizhe Bai, Yanyan Qiao, Binod Bhattarai, Rebati Raman Gaire, Ronast Subedi, Eduard Vazquez, Szymon Plotka, Aneta Lisowska, Arkadiusz Sitek, George Attilakos, Ruwan Wimalasundera, Anna L. David, Dario Paladini, Jan Deprest, Elena De Momi, Leonardo S. Mattos, Sara Moccia, Danail Stoyanov
FetReg2021: A Challenge on Placental Vessel Segmentation and Registration in Fetoscopy. CoRR (2022)
Lucia Migliorelli, Emanuele Frontoni, Simone Appugliese, Giuseppe Pio Cannata, Virginio Paolo Carnielli, Sara Moccia
Improving Preterm Infants' Joint Detection in Depth Images Via Dense Convolutional Neural Networks. EMBC (2021)
Jorge F. Lazo, Aldo Marzullo, Sara Moccia, Michele Catellani, Benoit Rosa, Michel de Mathelin, Elena De Momi
Using spatial-temporal ensembles of convolutional neural networks for lumen segmentation in ureteroscopy. CoRR (2021)
Lucia Migliorelli, Daniele Berardini, Francesca Rossini, Emanuele Frontoni, Virginio Paolo Carnielli, Sara Moccia
Asymmetric Three-dimensional Convolutions For Preterm Infants' Pose Estimation. EMBC (2021)
Leonardo S. Mattos, Alperen Acemoglu, Andre A. Geraldes, Andrea Laborai, Andreas Schoob, Brahim Tamadazte, Brian Davies, Bruno Wacogne, Christian Pieralli, Corina Barbalata, Darwin G. Caldwell, Dennis Kundrat, Diego Pardo, Edward Grant, Francesco Mora, Giacinto Barresi, Giorgio Peretti, Jesús Ortiz, Kanty Rabenorosoa, Laurent Tavernier, Lionel Pazart, Loris Fichera, Luca Guastini, Lüder A. Kahrs, Micky Rakotondrabe, Nicolas Andreff, Nikhil Deshpande, Olivier Gaiffe, Rupert Renevier, Sara Moccia, Sergio Lescano, Tobias Ortmaier, Veronica Penza
μRALP and Beyond: Micro-Technologies and Systems for Robot-Assisted Endoscopic Laser Microsurgery. Frontiers Robotics AI 8 (2021)
Maria Chiara Fiorentino, Sara Moccia, Morris Capparuccini, Sara Giamberini, Emanuele Frontoni
A regression framework to head-circumference delineation from US fetal images. Comput. Methods Programs Biomed. 198 (2021)
Tobias Roß, Pierangela Bruno, Annika Reinke, Manuel Wiesenfarth, Lisa Koeppel, Peter M. Full, Bünyamin Pekdemir, Patrick Godau, Darya Trofimova, Fabian Isensee, Sara Moccia, Francesco Calimeri, Beat P. Müller-Stich, Annette Kopp-Schneider, Lena Maier-Hein
How can we learn (more) from challenges? A statistical approach to driving future algorithm development. CoRR (2021)
Jorge F. Lazo, Aldo Marzullo, Sara Moccia, Michele Catellani, Benoit Rosa, Michel de Mathelin, Elena De Momi
A Lumen Segmentation Method in Ureteroscopy Images based on a Deep Residual U-Net architecture. CoRR (2021)
Jorge F. Lazo, Sara Moccia, Aldo Marzullo, Michele Catellani, Ottavio De Cobelli, Benoit Rosa, Michel de Mathelin, Elena De Momi
A transfer-learning approach for lesion detection in endoscopic images from the urinary tract. CoRR (2021)
Jorge F. Lazo, Aldo Marzullo, Sara Moccia, Michele Catellani, Benoit Rosa, Michel de Mathelin, Elena De Momi
Using spatial-temporal ensembles of convolutional neural networks for lumen segmentation in ureteroscopy. Int. J. Comput. Assist. Radiol. Surg. 16 (6) (2021)
Manuel Palermo, Sara Moccia, Lucia Migliorelli, Emanuele Frontoni, Cristina P. Santos
Real-Time Human Pose Estimation on a Smart Walker using Convolutional Neural Networks. CoRR (2021)
Giulia Fransvea, Sara Moccia, Federico Bianchi, Gastone Ciuti, Arianna Menciassi, Lorenzo Capineri, Calogero Maria Oddo
Intraoperative-technologies advancements in automated cancer detection: a narrative review. MetroInd4.0&IoT (2021)
Matteo Carbonari, Greta Vallasciani, Lucia Migliorelli, Emanuele Frontoni, Sara Moccia
End-to-end semantic joint detection and limb-pose estimation from depth images of preterm infants in NICUs. ISCC (2021)
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)
Sophia Bano, Alessandro Casella, Francisco Vasconcelos, Sara Moccia, George Attilakos, Ruwan Wimalasundera, Anna L. David, Dario Paladini, Jan Deprest, Elena De Momi, Leonardo S. Mattos, Danail Stoyanov
FetReg: Placental Vessel Segmentation and Registration in Fetoscopy Challenge Dataset. CoRR (2021)
Mariachiara Di Cosmo, Maria Chiara Fiorentino, Francesca Pia Villani, Gianmarco Sartini, Gianluca Smerilli, Emilio Filippucci, Emanuele Frontoni, Sara Moccia
Learning-Based Median Nerve Segmentation From Ultrasound Images For Carpal Tunnel Syndrome Evaluation. EMBC (2021)
Aldo Marzullo, Sara Moccia, Michele Catellani, Francesco Calimeri, Elena De Momi
Towards realistic laparoscopic image generation using image-domain translation. Comput. Methods Programs Biomed. 200 (2021)
Manuel Palermo, Sara Moccia, Lucia Migliorelli, Emanuele Frontoni, Cristina P. Santos
Real-time human pose estimation on a smart walker using convolutional neural networks. Expert Syst. Appl. 184 (2021)
Sara Moccia, Maria Chiara Fiorentino, Emanuele Frontoni
CNN: a distance-field regression version of Mask-RCNN for fetal-head delineation in ultrasound images. Int. J. Comput. Assist. Radiol. Surg. 16 (10) (2021)
Alessandro Casella, Sara Moccia, Dario Paladini, Emanuele Frontoni, Elena De Momi, Leonardo S. Mattos
A shape-constraint adversarial framework with instance-normalized spatio-temporal features for inter-fetal membrane segmentation. Medical Image Anal. 70 (2021)
Jorge F. Lazo, Sara Moccia, Emanuele Frontoni, Elena De Momi
Comparison of different CNNs for breast tumor classification from ultrasound images. CoRR (2020)
Alessandro Casella, Sara Moccia, Chiara Carlini, Emanuele Frontoni, Elena De Momi, Leonardo S. Mattos
NephCNN: A deep-learning framework for vessel segmentation in nephrectomy laparoscopic videos. ICPR (2020)
Daniele Berardini, Lucia Migliorelli, Sara Moccia, Marcello Naldini, Gioia De Angelis, Emanuele Frontoni
Evaluating the autonomy of children with autism spectrum disorder in washing hands: a deep-learning approach. ISCC (2020)
Sara Moccia, Lucia Migliorelli, Virgilio Paolo Carnielli, Emanuele Frontoni
Preterm Infants' Pose Estimation With Spatio-Temporal Features. IEEE Trans. Biomed. Eng. 67 (8) (2020)
Sara Moccia, Lucia Migliorelli, Virgilio Paolo Carnielli, Emanuele Frontoni
Preterm infants' pose estimation with spatio-temporal features. CoRR (2020)
Francesca Pia Villani, Mariachiara Di Cosmo, Álvaro Bertelsen Simonetti, Emanuele Frontoni, Sara Moccia
Development of an Augmented Reality System Based on Marker Tracking for Robotic Assisted Minimally Invasive Spine Surgery. ICPR Workshops (1) (2020)
Ilaria Patrini, Michela Ruperti, Sara Moccia, Leonardo S. Mattos, Emanuele Frontoni, Elena De Momi
Transfer learning for informative-frame selection in laryngoscopic videos through learned features. Medical Biol. Eng. Comput. 58 (6) (2020)
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)
Jorge F. Lazo, Aldo Marzullo, Sara Moccia, Michele Catellani, Benoit Rosa, Francesco Calimeri, Michel de Mathelin, Elena De Momi
A Lumen Segmentation Method in Ureteroscopy Images based on a Deep Residual U-Net architecture. ICPR (2020)
Luca Antognoli, Sara Moccia, Lucia Migliorelli, Sara Casaccia, Lorenzo Scalise, Emanuele Frontoni
Heartbeat Detection by Laser Doppler Vibrometry and Machine Learning. Sensors 20 (18) (2020)
Emilia Ambrosini, Matteo Caielli, Marios Milis, Christos Loizou, Domenico Azzolino, Sarah Damanti, Laura Bertagnoli, Matteo Cesari, Sara Moccia, Manuel Cid, Carmen Galán de Isla, Paula Salamanca, N. Alberto Borghese, Simona Ferrante
Automatic speech analysis to early detect functional cognitive decline in elderly population. EMBC (2019)
Sara Moccia, Lucia Migliorelli, Rocco Pietrini, Emanuele Frontoni
Preterm infants' limb-pose estimation from depth images using convolutional neural networks. CoRR (2019)
Emanuele Frontoni, Adriano Mancini, Marco Baldi, Marina Paolanti, Sara Moccia, Primo Zingaretti, Vincenzo Landro, Paolo Misericordia
Sharing health data among general practitioners: The Nu.Sa. project. Int. J. Medical Informatics 129 (2019)
Marco Vidotto, Elena De Momi, Michele Gazzara, Leonardo S. Mattos, Giancarlo Ferrigno, Sara Moccia
FCNN-based axon segmentation for convection-enhanced delivery optimization. Int. J. Comput. Assist. Radiol. Surg. 14 (3) (2019)
Sara Moccia, Lucia Migliorelli, Rocco Pietrini, Emanuele Frontoni
Preterm infants' limb-pose estimation from depth images using convolutional neural networks. CIBCB (2019)
Emanuele Colleoni, Sara Moccia, Xiaofei Du, Elena De Momi, Danail Stoyanov
Deep Learning Based Robotic Tool Detection and Articulation Estimation With Spatio-Temporal Layers. IEEE Robotics Autom. Lett. 4 (3) (2019)
Sara El Hadji, Sara Moccia, Davide Scorza, Michele Rizzi, Francesco Cardinale, Giuseppe Baselli, Elena De Momi
Brain-vascular segmentation for SEEG planning via a 3D fully-convolutional neural network. EMBC (2019)
Tiago Araújo, Cristina P. Santos, Elena De Momi, Sara Moccia
Learned and handcrafted features for early-stage laryngeal SCC diagnosis. Medical Biol. Eng. Comput. 57 (12) (2019)
Lucia Migliorelli, Sara Moccia, Ismaela Avellino, Maria Chiara Fiorentino, Emanuele Frontoni
MyDi application: Towards automatic activity annotation of young patients with Type 1 diabetes. ISCT (2019)
Maria Chiara Fiorentino, Sara Moccia, Edoardo Cipolletta, Emilio Filippucci, Emanuele Frontoni
A Learning Approach for Informative-Frame Selection in US Rheumatology Images. ICIAP Workshops (2019)
Sara Moccia, Elena De Momi, Sara El Hadji, Leonardo S. Mattos
Blood vessel segmentation algorithms - Review of methods, datasets and evaluation metrics. Comput. Methods Programs Biomed. 158 (2018)
Sara Moccia, Sebastian J. Wirkert, Hannes Kenngott, Anant Suraj Vemuri, Martin Apitz, Benjamin F. B. Mayer, Elena De Momi, Leonardo S. Mattos, Lena Maier-Hein
Uncertainty-Aware Organ Classification for Surgical Data Science Applications in Laparoscopy. IEEE Trans. Biomed. Eng. 65 (11) (2018)
Sebastian J. Wirkert, Anant Suraj Vemuri, Hannes Götz Kenngott, Sara Moccia, Michael Götz, Benjamin F. B. Mayer, Klaus Hermann Maier-Hein, Daniel S. Elson, Lena Maier-Hein
Abstract: Physiological Parameter Estimation from Multispectral Images Unleashed. Bildverarbeitung für die Medizin (2018)
Sara Moccia, Gabriele Omodeo Vanone, Elena De Momi, Andrea Laborai, Luca Guastini, Giorgio Peretti, Leonardo S. Mattos
Learning-based classification of informative laryngoscopic frames. Comput. Methods Programs Biomed. 158 (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)
Sara Moccia, Leonardo S. Mattos, Ilaria Patrini, Michela Ruperti, Nicolas Poté, Federica Dondero, François Cauchy, Ailton Sepulveda, Olivier Soubrane, Elena De Momi, Alberto Diaspro, Manuela Cesaretti
Computer-assisted liver graft steatosis assessment via learning-based texture analysis. Int. J. Comput. Assist. Radiol. Surg. 13 (9) (2018)
Sebastian J. Wirkert, Anant Suraj Vemuri, Hannes Götz Kenngott, Sara Moccia, Michael Götz, Benjamin F. B. Mayer, Klaus H. Maier-Hein, Daniel S. Elson, Lena Maier-Hein
Physiological Parameter Estimation from Multispectral Images Unleashed. MICCAI (3) (2017)
Davide Scorza, Sara Moccia, Giuseppe De Luca, Lisa Plaino, Francesco Cardinale, Leonardo S. Mattos, Luis Kabongo, Elena De Momi
Safe electrode trajectory planning in SEEG via MIP-based vessel segmentation. Medical Imaging: Image-Guided Procedures (2017)
Sara Moccia, Sebastian J. Wirkert, Hannes Kenngott, Anant Suraj Vemuri, Martin Apitz, Benjamin F. B. Mayer, Elena De Momi, Leonardo S. Mattos, Lena Maier-Hein
Uncertainty-Aware Organ Classification for Surgical Data Science Applications in Laparoscopy. CoRR (2017)
Sara Moccia, Veronica Penza, Gabriele Omodeo Vanone, Elena De Momi, Leonardo S. Mattos
Automatic workflow for narrow-band laryngeal video stitching. EMBC (2016)