Sara Moccia

108 papers A 1B 2C 3Journal 70Unranked 31
YearRankTypeTitle / Venue / Authors
2026 J jnl
FetalMLOps: operationalizing machine learning models for standard fetal ultrasound plane classification.
Medical Biol. Eng. Comput.
Matteo Testi, Maria Chiara Fiorentino, Matteo Ballabio, Giorgio Visani, Massimo Ciccozzi, Emanuele Frontoni, Sara Moccia, Gennaro Vessio
2026 J jnl
Two-step latent diffusion modelling for morphology-guided synthesis of glioma intraoperative ultrasound images.
Biomed. Signal Process. Control.
Angelo Lasala, Maria Chiara Fiorentino, Andrea Bandini, Sara Moccia, Stamatia Giannarou
2025 — conf
AI-Driven Surgical Tool Localization in Microsurgical Training Simulations.
XR (7)
Flavio Di Lisio, Angelo Lasala, Francesca Pia Villani, Olimpia Mani, Andrea Poggetti, Sandra Pfanner, Marina Carbone, Paolo Domenico Parchi, Emanuele Frontoni, Sara Moccia
2025 J jnl
Building hybrid models of neuromodulation from automatic segmentation of peripheral nerve histological sections.
Comput. Biol. Medicine
Claudio Verardo, Alice Giannotti, Clement Albert, Giovanni Faoro, Chléa Schiff, Justine Bourgeot, Giulia Lazzarini, Andrea Pirone, Vincenzo Miragliotta, Sara Moccia, Silvestro Micera, Simone Romeni
2025 J jnl
Contrastive prototype federated learning against noisy labels in fetal standard plane detection.
Int. J. Comput. Assist. Radiol. Surg.
Maria Chiara Fiorentino, Giovanna Migliorelli, Francesca Pia Villani, Emanuele Frontoni, Sara Moccia
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
Enhancing Cell Counting through MLOps: A Structured Approach for Automated Cell Analysis.
CoRR
Matteo Testi, Luca Clissa, Matteo Ballabio, Salvatore Ricciardi, Federico Baldo, Emanuele Frontoni, Sara Moccia, Gennaro Vessio
2025 J jnl
FedStenoNet: tackling domain shift in x-ray coronary angiography through a personalized federated detection framework.
Comput. Biol. Medicine
Mariachiara Di Cosmo, Giovanna Migliorelli, Francesca Pia Villani, Matteo Francioni, Andi Mucaj, Emanuele Frontoni, Sara Moccia, Maria Chiara Fiorentino
2025 J jnl
IJCARS: IPCAI 2025 special issue - 16th international conference on information processing in computer-assisted interventions 2025.
Int. J. Comput. Assist. Radiol. Surg.
Sophia Bano, Sara Moccia, Anirban Mukhopadhyay
2025 J jnl
Multimodal MRI-HSI Synthetic Brain Tissue Dataset Based on Agar Phantoms.
Data
Manuel Villa, Jaime Sancho, Gonzalo Rosa-Olmeda, Aure Enkaoua, Sara Moccia, Eduardo Juárez Martínez
2025 J jnl
Online Knowledge Distillation and Deep Supervision in HRNet: Green AI for Preterm Infants' Pose Estimation.
ACM Trans. Comput. Heal.
Alessandro Cacciatore, Daniele Berardini, Vito Scaraggi, Adriano Mancini, Sara Moccia, Lucia Migliorelli
2025 J jnl
Uncovering ethical biases in publicly available fetal ultrasound datasets.
npj Digit. Medicine
Maria Chiara Fiorentino, Sara Moccia, Mariachiara Di Cosmo, Emanuele Frontoni, Benedetta Giovanola, Simona Tiribelli
2024 — conf
A Monitoring Support System Based on HRNet+DEKR for Neonatal Intensive Care Units.
BMVC Workshops
Greta Di Marino, Lucia Migliorelli, Sara Moccia, Matteo Lorenzo Bramucci, Jacopo Carpaneto, Alessandro Cacciatore, Daniele Berardini
2024 J jnl
A deep-learning framework running on edge devices for handgun and knife detection from indoor video-surveillance cameras.
Multim. Tools Appl.
Daniele Berardini, Lucia Migliorelli, Alessandro Galdelli, Emanuele Frontoni, Adriano Mancini, Sara Moccia
2024 J jnl
Automatic delineation of laryngeal squamous cell carcinoma during endoscopy.
Biomed. Signal Process. Control.
Muhammad Adeel Azam, Claudio Sampieri, Alessandro Ioppi, Muhammad Ashir Azam, Chiara Baldini, Shunlei Li, Sara Moccia, Giorgio Peretti, Leonardo S. Mattos
2024 — conf
Facial Asymmetry Classification in Neurological Disorders: Integrating Computer Vision and Machine Learning for Improved Patient Care.
RTSI
Pratik Ranjan, Angelo Lasala, Anna Lina Ruscelli, Sujit Kumar Sahu, Diego L. Guarin, Sara Moccia, Piero Castoldi, Silvestro Micera, Andrea Bandini
2024 J jnl
FetalBrainAwareNet: Bridging GANs with anatomical insight for fetal ultrasound brain plane synthesis.
Comput. Medical Imaging Graph.
Angelo Lasala, Maria Chiara Fiorentino, Andrea Bandini, Sara Moccia
2024 J jnl
IJCARS: IPCAI 2024 special issue - 15th international conference on information processing in computer-assisted interventions 2024 - part 1.
Int. J. Comput. Assist. Radiol. Surg.
Toby Collins, Sara Moccia, Mathias Unberath
2024 J jnl
Knowledge distillation on individual vertebrae segmentation exploiting 3D U-Net.
Comput. Medical Imaging Graph.
Luís Serrador, Francesca Pia Villani, Sara Moccia, Cristina P. Santos
2024 J jnl
Learning-based keypoint registration for fetoscopic mosaicking.
Int. J. Comput. Assist. Radiol. Surg.
Alessandro Casella, Sophia Bano, Francisco Vasconcelos, Anna L. David, Dario Paladini, Jan Deprest, Elena De Momi, Leonardo S. Mattos, Sara Moccia, Danail Stoyanov
2024 J jnl
On the use of contrastive learning for standard-plane classification in fetal ultrasound imaging.
Comput. Biol. Medicine
Giovanna Migliorelli, Maria Chiara Fiorentino, Mariachiara Di Cosmo, Francesca Pia Villani, Adriano Mancini, Sara Moccia
2024 J jnl
Placental vessel segmentation and registration in fetoscopy: Literature review and MICCAI FetReg2021 challenge findings.
Medical Image Anal.
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
2023 — conf
A Federated Learning Framework for Stenosis Detection.
ICIAP Workshops (2)
Mariachiara Di Cosmo, Giovanna Migliorelli, Matteo Francioni, Andi Mucaj, Alessandro Maolo, Alessandro Aprile, Emanuele Frontoni, Maria Chiara Fiorentino, Sara Moccia
2023 J jnl
A Federated Learning Framework for Stenosis Detection.
CoRR
Mariachiara Di Cosmo, Giovanna Migliorelli, Matteo Francioni, Andi Mucaj, Alessandro Maolo, Alessandro Aprile, Emanuele Frontoni, Maria Chiara Fiorentino, Sara Moccia
2023 — conf
A preliminary study on self-care telemonitoring of dysarthria in spinal muscular atrophy.
EMBC
Lucia Migliorelli, Sara Moccia, Daniele Berardini, Emanuele Frontoni, Michela Coccia, Laura Villani, Andrea Bandini
2023 J jnl
A review on deep-learning algorithms for fetal ultrasound-image analysis.
Medical Image Anal.
Maria Chiara Fiorentino, Francesca Pia Villani, Mariachiara Di Cosmo, Emanuele Frontoni, Sara Moccia
2023 J jnl
A store-and-forward cloud-based telemonitoring system for automatic assessing dysarthria evolution in neurological diseases from video-recording analysis.
Comput. Biol. Medicine
Lucia Migliorelli, Daniele Berardini, Kevin Cela, Michela Coccia, Laura Villani, Emanuele Frontoni, Sara Moccia
2023 J jnl
A store-and-forward cloud-based telemonitoring system for automatic assessing dysarthria evolution in neurological diseases from video-recording analysis.
CoRR
Lucia Migliorelli, Daniele Berardini, Kevin Cela, Michela Coccia, Laura Villani, Emanuele Frontoni, Sara Moccia
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
Accountable Deep-Learning-Based Vision Systems for Preterm Infant Monitoring.
Computer
Lucia Migliorelli, Simona Tiribelli, Alessandro Cacciatore, Benedetta Giovanola, Emanuele Frontoni, Sara Moccia
2023 — conf
Automated image-based analysis unveils acute effects due to sub-lethal pesticide doses exposure.
EMBC
Gianluca Manduca, Valeria Zeni, Sara Moccia, Giovanni Benelli, Angelo Canale, Cesare Stefanini, Donato Romano
2023 J jnl
Beyond rankings: Learning (more) from algorithm validation.
Medical Image Anal.
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
2023 — conf
Classification of patients with cardiac amyloidosis using machine learning models on Italian electronic clinical health records.
EMBC
Sara Mazzucato, Andrea Bandini, Silvestro Micera, Giuseppe Vergaro, Stefano Dalmiani, Michele Emdin, Claudio Passino, Sara Moccia
2023 — conf
Classifying Vocal Folds Fixation from Endoscopic Videos with Machine Learning.
EMBC
Francesca Pia Villani, Alberto Paderno, Maria Chiara Fiorentino, Alessandro Casella, Cesare Piazza, Sara Moccia
2023 J jnl
Deep learning-based approaches for human motion decoding in smart walkers for rehabilitation.
CoRR
Carolina Gonçalves, João M. Lopes, Sara Moccia, Daniele Berardini, Lucia Migliorelli, Cristina P. Santos
2023 J jnl
Deep learning-based approaches for human motion decoding in smart walkers for rehabilitation.
Expert Syst. Appl.
Carolina Gonçalves, João M. Lopes, Sara Moccia, Daniele Berardini, Lucia Migliorelli, Cristina P. Santos
2023 — conf
Exploiting class activation mappings as prior to generate fetal brain ultrasound images with GANs.
EMBC
Angelo Lasala, Maria Chiara Fiorentino, Silvestro Micera, Andrea Bandini, Sara Moccia
2023 — conf
Machine-learning predictor of nerve fiber firing rate allows the automatic optimization of electrical stimulation protocols.
NER
Simone Romeni, Gabriele Marino, Luca Pierantoni, Sara Moccia, Silvestro Micera
2023 J jnl
Toward a navigation framework for fetoscopy.
Int. J. Comput. Assist. Radiol. Surg.
Alessandro Casella, Chiara Lena, Sara Moccia, Dario Paladini, Elena De Momi, Leonardo S. Mattos
2023 J jnl
TwinEDA: a sustainable deep-learning approach for limb-position estimation in preterm infants' depth images.
Medical Biol. Eng. Comput.
Lucia Migliorelli, Alessandro Cacciatore, Valeria Ottaviani, Daniele Berardini, Raffaele L. Dellacà, Emanuele Frontoni, Sara Moccia
2022 J jnl
A Review on Deep-Learning Algorithms for Fetal Ultrasound-Image Analysis.
CoRR
Maria Chiara Fiorentino, Francesca Pia Villani, Mariachiara Di Cosmo, Emanuele Frontoni, Sara Moccia
2022 J jnl
A deep learning approach to median nerve evaluation in ultrasound images of carpal tunnel inlet.
Medical Biol. Eng. Comput.
Mariachiara Di Cosmo, Maria Chiara Fiorentino, Francesca Pia Villani, Emanuele Frontoni, Gianluca Smerilli, Emilio Filippucci, Sara Moccia
2022 J jnl
A deep-learning framework for metacarpal-head cartilage-thickness estimation in ultrasound rheumatological images.
Comput. Biol. Medicine
Maria Chiara Fiorentino, Edoardo Cipolletta, Emilio Filippucci, Walter Grassi, Emanuele Frontoni, Sara Moccia
2022 — conf
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
Leonardo Pollina, Fabio Vallone, Matteo M. Ottaviani, Ivo Strauss, Fabio A. Recchia, Sara Moccia, Silvestro Micera
2022 J jnl
An accurate estimation of preterm infants' limb pose from depth images using deep neural networks with densely connected atrous spatial convolutions.
Expert Syst. Appl.
Lucia Migliorelli, Emanuele Frontoni, Sara Moccia
2022 J jnl
Automated classification of hand gestures using a wristband and machine learning for possible application in pill intake monitoring.
Comput. Methods Programs Biomed.
Sara Moccia, Sarah Solbiati, Mahshad Khornegah, Federica F. S. Bossi, Enrico G. Caiani
2022 A conf
Autonomous Intraluminal Navigation of a Soft Robot using Deep-Learning-based Visual Servoing.
IROS
Jorge F. Lazo, Chun-Feng Lai, Sara Moccia, Benoit Rosa, Michele Catellani, Michel de Mathelin, Giancarlo Ferrigno, Paul Breedveld, Jenny Dankelman, Elena De Momi
2022 J jnl
Autonomous Intraluminal Navigation of a Soft Robot using Deep-Learning-based Visual Servoing.
CoRR
Jorge F. Lazo, Chun-Feng Lai, Sara Moccia, Benoit Rosa, Michele Catellani, Michel de Mathelin, Giancarlo Ferrigno, Paul Breedveld, Jenny Dankelman, Elena De Momi
2022 — conf
Deep-Learning Architectures for Placenta Vessel Segmentation in TTTS Fetoscopic Images.
ICIAP Workshops
Alessandro Casella, Sara Moccia, Ilaria Anita Cintorrino, Gaia Romana De Paolis, Alexa Bicelli, Dario Paladini, Elena De Momi, Leonardo S. Mattos
2022 — conf
Deploying an Instance Segmentation Algorithm to Implement Social Distancing for Prosthetic Vision.
PerCom Workshops
Daniela De Luca, Sara Moccia, Silvestro Micera
2022 J jnl
FetReg2021: A Challenge on Placental Vessel Segmentation and Registration in Fetoscopy.
CoRR
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
2022 J jnl
Generating depth images of preterm infants in given poses using GANs.
Comput. Methods Programs Biomed.
Giuseppe Pio Cannata, Lucia Migliorelli, Adriano Mancini, Emanuele Frontoni, Rocco Pietrini, Sara Moccia
2022 J jnl
Learning-Based Keypoint Registration for Fetoscopic Mosaicking.
CoRR
Alessandro Casella, Sophia Bano, Francisco Vasconcelos, Anna L. David, Dario Paladini, Jan Deprest, Elena De Momi, Leonardo S. Mattos, Sara Moccia, Danail Stoyanov
2022 J jnl
MLOps: A Taxonomy and a Methodology.
IEEE Access
Matteo Testi, Matteo Ballabio, Emanuele Frontoni, Giulio Iannello, Sara Moccia, Paolo Soda, Gennaro Vessio
2022 — conf
Predicting visual stimuli from cortical response recorded with widefield imaging in a mouse.
IEEE SENSORS
Daniela De Luca, Sara Moccia, Leonardo Lupori, Raffaele Mazziotti, Tommaso Pizzorusso, Silvestro Micera
2022 J jnl
Real-time vessel segmentation and reconstruction for virtual fixtures for an active handheld microneurosurgical instrument.
Int. J. Comput. Assist. Radiol. Surg.
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
2022 — conf
Some Ethical Remarks on Deep Learning-Based Movements Monitoring for Preterm Infants: Green AI or Red AI?
ICIAP Workshops
Alessandro Cacciatore, Lucia Migliorelli, Daniele Berardini, Simona Tiribelli, Stefano Pigliapoco, Sara Moccia
2021 J jnl
A Lumen Segmentation Method in Ureteroscopy Images based on a Deep Residual U-Net architecture.
CoRR
Jorge F. Lazo, Aldo Marzullo, Sara Moccia, Michele Catellani, Benoit Rosa, Michel de Mathelin, Elena De Momi
2021 J jnl
A regression framework to head-circumference delineation from US fetal images.
Comput. Methods Programs Biomed.
Maria Chiara Fiorentino, Sara Moccia, Morris Capparuccini, Sara Giamberini, Emanuele Frontoni
2021 J jnl
A shape-constraint adversarial framework with instance-normalized spatio-temporal features for inter-fetal membrane segmentation.
Medical Image Anal.
Alessandro Casella, Sara Moccia, Dario Paladini, Emanuele Frontoni, Elena De Momi, Leonardo S. Mattos
2021 J jnl
A transfer-learning approach for lesion detection in endoscopic images from the urinary tract.
CoRR
Jorge F. Lazo, Sara Moccia, Aldo Marzullo, Michele Catellani, Ottavio De Cobelli, Benoit Rosa, Michel de Mathelin, Elena De Momi
2021 — conf
Asymmetric Three-dimensional Convolutions For Preterm Infants' Pose Estimation.
EMBC
Lucia Migliorelli, Daniele Berardini, Francesca Rossini, Emanuele Frontoni, Virginio Paolo Carnielli, Sara Moccia
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 C conf
End-to-end semantic joint detection and limb-pose estimation from depth images of preterm infants in NICUs.
ISCC
Matteo Carbonari, Greta Vallasciani, Lucia Migliorelli, Emanuele Frontoni, Sara Moccia
2021 J jnl
FetReg: Placental Vessel Segmentation and Registration in Fetoscopy Challenge Dataset.
CoRR
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
2021 J jnl
How can we learn (more) from challenges? A statistical approach to driving future algorithm development.
CoRR
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
2021 — conf
Improving Preterm Infants' Joint Detection in Depth Images Via Dense Convolutional Neural Networks.
EMBC
Lucia Migliorelli, Emanuele Frontoni, Simone Appugliese, Giuseppe Pio Cannata, Virginio Paolo Carnielli, Sara Moccia
2021 — conf
Intraoperative-technologies advancements in automated cancer detection: a narrative review.
MetroInd4.0&IoT
Giulia Fransvea, Sara Moccia, Federico Bianchi, Gastone Ciuti, Arianna Menciassi, Lorenzo Capineri, Calogero Maria Oddo
2021 — conf
Learning-Based Median Nerve Segmentation From Ultrasound Images For Carpal Tunnel Syndrome Evaluation.
EMBC
Mariachiara Di Cosmo, Maria Chiara Fiorentino, Francesca Pia Villani, Gianmarco Sartini, Gianluca Smerilli, Emilio Filippucci, Emanuele Frontoni, Sara Moccia
2021 J jnl
Mask-R
Int. J. Comput. Assist. Radiol. Surg.
Sara Moccia, Maria Chiara Fiorentino, Emanuele Frontoni
2021 J jnl
Real-Time Human Pose Estimation on a Smart Walker using Convolutional Neural Networks.
CoRR
Manuel Palermo, Sara Moccia, Lucia Migliorelli, Emanuele Frontoni, Cristina P. Santos
2021 J jnl
Real-time human pose estimation on a smart walker using convolutional neural networks.
Expert Syst. Appl.
Manuel Palermo, Sara Moccia, Lucia Migliorelli, Emanuele Frontoni, Cristina P. Santos
2021 J jnl
Towards realistic laparoscopic image generation using image-domain translation.
Comput. Methods Programs Biomed.
Aldo Marzullo, Sara Moccia, Michele Catellani, Francesco Calimeri, Elena De Momi
2021 J jnl
Using spatial-temporal ensembles of convolutional neural networks for lumen segmentation in ureteroscopy.
Int. J. Comput. Assist. Radiol. Surg.
Jorge F. Lazo, Aldo Marzullo, Sara Moccia, Michele Catellani, Benoit Rosa, Michel de Mathelin, Elena De Momi
2021 J jnl
Using spatial-temporal ensembles of convolutional neural networks for lumen segmentation in ureteroscopy.
CoRR
Jorge F. Lazo, Aldo Marzullo, Sara Moccia, Michele Catellani, Benoit Rosa, Michel de Mathelin, Elena De Momi
2021 J jnl
μRALP and Beyond: Micro-Technologies and Systems for Robot-Assisted Endoscopic Laser Microsurgery.
Frontiers Robotics AI
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
2020 B conf
A Lumen Segmentation Method in Ureteroscopy Images based on a Deep Residual U-Net architecture.
ICPR
Jorge F. Lazo, Aldo Marzullo, Sara Moccia, Michele Catellani, Benoit Rosa, Francesco Calimeri, Michel de Mathelin, Elena De Momi
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
2020 J jnl
Comparison of different CNNs for breast tumor classification from ultrasound images.
CoRR
Jorge F. Lazo, Sara Moccia, Emanuele Frontoni, Elena De Momi
2020 — conf
Development of an Augmented Reality System Based on Marker Tracking for Robotic Assisted Minimally Invasive Spine Surgery.
ICPR Workshops (1)
Francesca Pia Villani, Mariachiara Di Cosmo, Álvaro Bertelsen Simonetti, Emanuele Frontoni, Sara Moccia
2020 C conf
Evaluating the autonomy of children with autism spectrum disorder in washing hands: a deep-learning approach.
ISCC
Daniele Berardini, Lucia Migliorelli, Sara Moccia, Marcello Naldini, Gioia De Angelis, Emanuele Frontoni
2020 J jnl
Heartbeat Detection by Laser Doppler Vibrometry and Machine Learning.
Sensors
Luca Antognoli, Sara Moccia, Lucia Migliorelli, Sara Casaccia, Lorenzo Scalise, Emanuele Frontoni
2020 B conf
NephCNN: A deep-learning framework for vessel segmentation in nephrectomy laparoscopic videos.
ICPR
Alessandro Casella, Sara Moccia, Chiara Carlini, Emanuele Frontoni, Elena De Momi, Leonardo S. Mattos
2020 J jnl
Preterm Infants' Pose Estimation With Spatio-Temporal Features.
IEEE Trans. Biomed. Eng.
Sara Moccia, Lucia Migliorelli, Virgilio Paolo Carnielli, Emanuele Frontoni
2020 J jnl
Preterm infants' pose estimation with spatio-temporal features.
CoRR
Sara Moccia, Lucia Migliorelli, Virgilio Paolo Carnielli, Emanuele Frontoni
2020 J jnl
Transfer learning for informative-frame selection in laryngoscopic videos through learned features.
Medical Biol. Eng. Comput.
Ilaria Patrini, Michela Ruperti, Sara Moccia, Leonardo S. Mattos, Emanuele Frontoni, Elena De Momi
2019 — conf
A Learning Approach for Informative-Frame Selection in US Rheumatology Images.
ICIAP Workshops
Maria Chiara Fiorentino, Sara Moccia, Edoardo Cipolletta, Emilio Filippucci, Emanuele Frontoni
2019 — conf
Automatic speech analysis to early detect functional cognitive decline in elderly population.
EMBC
Emilia Ambrosini, Matteo Caielli, Marios Milis, Christos P. Loizou, Domenico Azzolino, Sarah Damanti, Laura Bertagnoli, Matteo Cesari, Sara Moccia, Manuel Cid, Carmen Galán de Isla, Paula Salamanca, N. Alberto Borghese, Simona Ferrante
2019 — conf
Brain-vascular segmentation for SEEG planning via a 3D fully-convolutional neural network.
EMBC
Sara El Hadji, Sara Moccia, Davide Scorza, Michele Rizzi, Francesco Cardinale, Giuseppe Baselli, Elena De Momi
2019 J jnl
Deep Learning Based Robotic Tool Detection and Articulation Estimation With Spatio-Temporal Layers.
IEEE Robotics Autom. Lett.
Emanuele Colleoni, Sara Moccia, Xiaofei Du, Elena De Momi, Danail Stoyanov
2019 J jnl
FCNN-based axon segmentation for convection-enhanced delivery optimization.
Int. J. Comput. Assist. Radiol. Surg.
Marco Vidotto, Elena De Momi, Michele Gazzara, Leonardo S. Mattos, Giancarlo Ferrigno, Sara Moccia
2019 J jnl
Learned and handcrafted features for early-stage laryngeal SCC diagnosis.
Medical Biol. Eng. Comput.
Tiago Araújo, Cristina P. Santos, Elena De Momi, Sara Moccia
2019 — conf
MyDi application: Towards automatic activity annotation of young patients with Type 1 diabetes.
ISCT
Lucia Migliorelli, Sara Moccia, Ismaela Avellino, Maria Chiara Fiorentino, Emanuele Frontoni
2019 C conf
Preterm infants' limb-pose estimation from depth images using convolutional neural networks.
CIBCB
Sara Moccia, Lucia Migliorelli, Rocco Pietrini, Emanuele Frontoni
2019 J jnl
Preterm infants' limb-pose estimation from depth images using convolutional neural networks.
CoRR
Sara Moccia, Lucia Migliorelli, Rocco Pietrini, Emanuele Frontoni
2019 J jnl
Sharing health data among general practitioners: The Nu.Sa. project.
Int. J. Medical Informatics
Emanuele Frontoni, Adriano Mancini, Marco Baldi, Marina Paolanti, Sara Moccia, Primo Zingaretti, Vincenzo Landro, Paolo Misericordia
2018 — conf
Abstract: Physiological Parameter Estimation from Multispectral Images Unleashed.
Bildverarbeitung für die Medizin
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
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
2018 J jnl
Blood vessel segmentation algorithms - Review of methods, datasets and evaluation metrics.
Comput. Methods Programs Biomed.
Sara Moccia, Elena De Momi, Sara El Hadji, Leonardo S. Mattos
2018 J jnl
Computer-assisted liver graft steatosis assessment via learning-based texture analysis.
Int. J. Comput. Assist. Radiol. Surg.
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
2018 J jnl
Learning-based classification of informative laryngoscopic frames.
Comput. Methods Programs Biomed.
Sara Moccia, Gabriele Omodeo Vanone, Elena De Momi, Andrea Laborai, Luca Guastini, Giorgio Peretti, Leonardo S. Mattos
2018 — —
Supervised tissue classification in optical images: towards new applications of surgical data science.
Sara Moccia
2018 J jnl
Uncertainty-Aware Organ Classification for Surgical Data Science Applications in Laparoscopy.
IEEE Trans. Biomed. Eng.
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
2017 — conf
Physiological Parameter Estimation from Multispectral Images Unleashed.
MICCAI (3)
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
2017 — conf
Safe electrode trajectory planning in SEEG via MIP-based vessel segmentation.
Image-Guided Procedures
Davide Scorza, Sara Moccia, Giuseppe De Luca, Lisa Plaino, Francesco Cardinale, Leonardo S. Mattos, Luis Kabongo, Elena De Momi
2017 J jnl
Uncertainty-Aware Organ Classification for Surgical Data Science Applications in Laparoscopy.
CoRR
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
2016 — conf
Automatic workflow for narrow-band laryngeal video stitching.
EMBC
Sara Moccia, Veronica Penza, Gabriele Omodeo Vanone, Elena De Momi, Leonardo S. Mattos