Aldo Marzullo

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 28

Top Topics

Tensor Factorization

Image Generation

Lesion Segmentation

Endoscopic Video

Top Venues

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

Comput. Methods Programs Biomed.

Publications

Ziyang Chen, Aldo Marzullo, Davide Alberti, Elena Lievore, Matteo Fontana, Ottavio De Cobelli, Gennaro Musi, Giancarlo Ferrigno, Elena De Momi
FRSR: Framework for real-time scene reconstruction in robot-assisted minimally invasive surgery. Comput. Biol. Medicine 163 (2023)
Ziyu She, Aldo Marzullo, Michela Destito, Maria Francesca Spadea, Riccardo Leone, Nicoletta Anzalone, Sara Steffanoni, Federico Erbella, Andrés J. M. Ferreri, Giancarlo Ferrigno, Teresa Calimeri, Elena De Momi
Deep learning-based overall survival prediction model in patients with rare cancer: a case study for primary central nervous system lymphoma. Int. J. Comput. Assist. Radiol. Surg. 18 (10) (2023)
Ke Fan, Aldo Marzullo, Nicolò Pasini, Alberto Rota, Matteo Pecorella, Giancarlo Ferrigno, Elena De Momi
A Unity-based Da Vinci Robot Simulator for Surgical Training. BioRob (2022)
Moiz Khan Sherwani, Aldo Marzullo, Elena De Momi, Francesco Calimeri
Lesion segmentation in lung CT scans using unsupervised adversarial learning. Medical Biol. Eng. Comput. 60 (11) (2022)
Berardino Barile, Pooya Ashtari, Claudio Stamile, Aldo Marzullo, Frederik Maes, Françoise Durand-Dubief, Sabine Van Huffel, Dominique Sappey-Marinier
Classification of multiple sclerosis clinical profiles using machine learning and grey matter connectome. Frontiers Robotics AI 9 (2022)
Ziyang Chen, Serenella Terlizzi, Tommaso Da Col, Aldo Marzullo, Michele Catellani, Giancarlo Ferrigno, Elena De Momi
Robot-assisted ex vivo neobladder reconstruction: preliminary results of surgical skill evaluation. Int. J. Comput. Assist. Radiol. Surg. 17 (12) (2022)
Berardino Barile, Aldo Marzullo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier
Ensemble Learning for Multiple Sclerosis Disability Estimation Using Brain Structural Connectivity. Brain Connect. 12 (5) (2022)
Berardino Barile, Pooya Ashtari, Claudio Stamile, Aldo Marzullo, Frederik Maes, Françoise Durand-Dubief, Sabine Van Huffel, Dominique Sappey-Marinier
Classification of multiple sclerosis clinical profiles using machine learning and grey matter connectome. Future Internet 9 (2022)
Berardino Barile, Aldo Marzullo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier
Data augmentation using generative adversarial neural networks on brain structural connectivity in multiple sclerosis. Comput. Methods Programs Biomed. 206 (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)
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)
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)
Wen Qi, Salih Ertug Ovur, Zhijun Li, Aldo Marzullo, Rong Song
Multi-Sensor Guided Hand Gesture Recognition for a Teleoperated Robot Using a Recurrent Neural Network. IEEE Robotics Autom. Lett. 6 (3) (2021)
Aldo Marzullo, Martina Golini, Michele Catellani, Elena De Momi, Francesco Calimeri, Giuseppe Fiameni, Iuri Frosio
Standard vs. Learning-based Codecs for Real Time Endoscopic Video Transmission. AIABI@AI*IA (2021)
Francesco Calimeri, Francesco Cauteruccio, Luca Cinelli, Aldo Marzullo, Claudio Stamile, Giorgio Terracina, Françoise Durand-Dubief, Dominique Sappey-Marinier
A Logic-Based Framework Leveraging Neural Networks for Studying the Evolution of Neurological Disorders. Theory Pract. Log. Program. 21 (1) (2021)
Berardino Barile, Aldo Marzullo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier
Tensor Factorization of Brain Structural Graph for Unsupervised Classification in Multiple Sclerosis. ICPR (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)
Francesco Calimeri, Francesco Cauteruccio, Luca Cinelli, Aldo Marzullo, Claudio Stamile, Giorgio Terracina, Françoise Durand-Dubief, Dominique Sappey-Marinier
A Logic-Based Framework Leveraging Neural Networks for Studying the Evolution of Neurological Disorders. CoRR (2019)
Aldo Marzullo, Gabriel Kocevar, Claudio Stamile, Francesco Calimeri, Giorgio Terracina, Françoise Durand-Dubief, Dominique Sappey-Marinier
Prediction of Multiple Sclerosis Patient Disability from Structural Connectivity using Convolutional Neural Networks. EMBC (2019)
Pierangela Bruno, Francesco Calimeri, Aldo Marzullo
Classification and Survival Prediction in Diffuse Large B-Cell Lymphoma by Gene Expression Profiling. LOD (2018)
Francesco Calimeri, Aldo Marzullo, Claudio Stamile, Giorgio Terracina
Graph based neural networks for automatic classification of multiple sclerosis clinical courses. ESANN (2018)
Francesco Calimeri, Francesco Cauteruccio, Aldo Marzullo, Claudio Stamile, Giorgio Terracina
Mixing Logic Programming and Neural Networks to Support Neurological Disorders Analysis. RuleML+RR (2018)
Francesco Calimeri, Mirco Caracciolo, Aldo Marzullo, Claudio Stamile
BioHIPI: Biomedical Hadoop Image Processing Interface. MOD (2017)
Aldo Marzullo, Claudio Stamile, Giorgio Terracina, Francesco Calimeri, Sabine Van Huffel
A tensor-based mutation operator for Neuroevolution of Augmenting Topologies (NEAT). CEC (2017)
Francesco Calimeri, Aldo Marzullo, Claudio Stamile, Giorgio Terracina
Biomedical Data Augmentation Using Generative Adversarial Neural Networks. ICANN (2) (2017)
Francesco Calimeri, Aldo Marzullo, Claudio Stamile, Giorgio Terracina
Optic Disc Detection Using Fine Tuned Convolutional Neural Networks. SITIS (2016)