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Sara Moccia
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Blood vessel segmentation algorithms — Review of methods, datasets and evaluation metrics
S Moccia, E De Momi, S El Hadji, L S. Mattos
Computer Methods and Programs in Biomedicine 158, 71–91, 2018
5542018
Deep learning based robotic tool detection and articulation estimation with spatio-temporal layers
E Colleoni, S Moccia, X Du, E De Momi, D Stoyanov
IEEE Robotics and Automation Letters 4 (3), 2714-2721, 2019
1092019
Development and testing of a deep learning-based strategy for scar segmentation on CMR-LGE images
S Moccia, R Banali, C Martini, G Muscogiuri, G Pontone, M Pepi, ...
Magnetic Resonance Materials in Physics, Biology and Medicine 32, 187-195, 2019
1082019
Confident texture-based laryngeal tissue classification for early stage diagnosis support
S Moccia, E De Momi, M Guarnaschelli, M Savazzi, A Laborai, L Guastini, ...
Journal of Medical Imaging 4 (3), 034502-034502, 2017
732017
Deep learning applied to white light and narrow band imaging videolaryngoscopy: toward real‐time laryngeal cancer detection
MA Azam, C Sampieri, A Ioppi, S Africano, A Vallin, D Mocellin, M Fragale, ...
The Laryngoscope 132 (9), 1798-1806, 2022
712022
A review on deep-learning algorithms for fetal ultrasound-image analysis
MC Fiorentino, FP Villani, M Di Cosmo, E Frontoni, S Moccia
Medical image analysis 83, 102629, 2023
682023
Preterm infants’ pose estimation with spatio-temporal features
S Moccia, L Migliorelli, V Carnielli, E Frontoni
IEEE Transactions on Biomedical Engineering 67 (8), 2370-2380, 2019
612019
MLOps: a taxonomy and a methodology
M Testi, M Ballabio, E Frontoni, G Iannello, S Moccia, P Soda, G Vessio
IEEE Access 10, 63606-63618, 2022
592022
Glioma biopsies Classification Using Raman Spectroscopy and Machine Learning Models on Fresh Tissue Samples
M Riva, T Sciortino, R Secoli, E D’Amico, S Moccia, B Fernandes, ...
Cancers 13 (5), 1073, 2021
572021
Uncertainty-aware organ classification for surgical data science applications in laparoscopy
S Moccia, SJ Wirkert, H Kenngott, AS Vemuri, M Apitz, B Mayer, ...
IEEE Transactions on Biomedical Engineering 65 (11), 2649-2659, 2018
562018
Learning-based classification of informative laryngoscopic frames
S Moccia, GO Vanone, E De Momi, A Laborai, L Guastini, G Peretti, ...
Computer methods and programs in biomedicine 158, 21-30, 2018
542018
Deep learning for automatic segmentation of oral and oropharyngeal cancer using narrow band imaging: preliminary experience in a clinical perspective
A Paderno, C Piazza, F Del Bon, D Lancini, S Tanagli, A Deganello, ...
Frontiers in Oncology 11, 626602, 2021
462021
Automated left and right ventricular chamber segmentation in cardiac magnetic resonance images using dense fully convolutional neural network
M Penso, S Moccia, S Scafuri, G Muscogiuri, G Pontone, M Pepi, ...
Computer Methods and Programs in Biomedicine 204, 106059, 2021
442021
Computer-assisted liver graft steatosis assessment via learning-based texture analysis
S Moccia, LS Mattos, I Patrini, M Ruperti, N PotÚ, F Dondero, F Cauchy, ...
International Journal of Computer Assisted Radiology and Surgery 13, 1357-1367, 2018
432018
Transfer learning for informative-frame selection in laryngoscopic videos through learned features
I Patrini, M Ruperti, S Moccia, LS Mattos, E Frontoni, E De Momi
Medical & biological engineering & computing 58, 1225-1238, 2020
422020
Physiological parameter estimation from multispectral images unleashed
SJ Wirkert, AS Vemuri, HG Kenngott, S Moccia, M G÷tz, BFB Mayer, ...
Medical Image Computing and Computer Assisted Intervention− MICCAI 2017á…, 2017
402017
A regression framework to head-circumference delineation from US fetal images
MC Fiorentino, S Moccia, M Capparuccini, S Giamberini, E Frontoni
Computer methods and programs in biomedicine 198, 105771, 2021
392021
A review on advances in intra-operative imaging for surgery and therapy: imagining the operating room of the future
P Zaffino, S Moccia, E De Momi, MF Spadea
Annals of Biomedical Engineering 48 (8), 2171-2191, 2020
372020
Machine learning using the extreme gradient boosting (XGBoost) algorithm predicts 5-day delta of SOFA score at ICU admission in COVID-19 patients
J Montomoli, L Romeo, S Moccia, M Bernardini, L Migliorelli, D Berardini, ...
Journal of Intensive Medicine 1 (02), 110-116, 2021
352021
Endoabs dataset: Endoscopic abdominal stereo image dataset for benchmarking 3d stereo reconstruction algorithms
V Penza, AS Ciullo, S Moccia, LS Mattos, E De Momi
The International Journal of Medical Robotics and Computer Assisted Surgeryá…, 2018
332018
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Articles 1–20