Aldo Marzullo

33 papers B 5Journal 18Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Collecting and Analyzing IBD Clinical Data for Machine-Learning: Insights from an Italian Cohort.
Data
Aldo Marzullo, Victor Savevski, Maddalena Menini, Alessandro Schilirò, Gianluca Franchellucci, Arianna Dal Buono, Cristina Bezzio, Roberto Gabbiadini, Cesare Hassan, Alessandro Repici, Alessandro Armuzzi
2025 J jnl
Generalist Models in Specialized Domains: Evaluating Contrastive Language-image Pre-training for Zero-shot Anomaly Detection in Brain MRI.
J. Medical Syst.
Aldo Marzullo, Nicolò Cappa, Matteo Morellini, Marta Bianca Maria Ranzini
2024 — conf
An Unet Boosting Training Strategy for the BraTS-ISBI 2024 Goat Challenge.
ISBI
Riccardo Levi, Aldo Marzullo, Giovanni Savini, Victor Savevski, Letterio Salvatore Politi
2024 — conf
Exploring Zero-Shot Anomaly Detection with CLIP in Medical Imaging: Are We There Yet?
HC@AIxIA
Aldo Marzullo, Marta Bianca Maria Ranzini
2024 J jnl
Exploring Zero-Shot Anomaly Detection with CLIP in Medical Imaging: Are We There Yet?
CoRR
Aldo Marzullo, Marta Bianca Maria Ranzini
2023 J jnl
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.
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
2023 J jnl
FRSR: Framework for real-time scene reconstruction in robot-assisted minimally invasive surgery.
Comput. Biol. Medicine
Ziyang Chen, Aldo Marzullo, Davide Alberti, Elena Lievore, Matteo Fontana, Ottavio De Cobelli, Gennaro Musi, Giancarlo Ferrigno, Elena De Momi
2022 — conf
A Unity-based Da Vinci Robot Simulator for Surgical Training.
BioRob
Ke Fan, Aldo Marzullo, Nicolò Pasini, Alberto Rota, Matteo Pecorella, Giancarlo Ferrigno, Elena De Momi
2022 J jnl
Classification of multiple sclerosis clinical profiles using machine learning and grey matter connectome.
Frontiers Robotics AI
Berardino Barile, Pooya Ashtari, Claudio Stamile, Aldo Marzullo, Frederik Maes, Françoise Durand-Dubief, Sabine Van Huffel, Dominique Sappey-Marinier
2022 J jnl
Ensemble Learning for Multiple Sclerosis Disability Estimation Using Brain Structural Connectivity.
Brain Connect.
Berardino Barile, Aldo Marzullo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier
2022 J jnl
Lesion segmentation in lung CT scans using unsupervised adversarial learning.
Medical Biol. Eng. Comput.
Moiz Khan Sherwani, Aldo Marzullo, Elena De Momi, Francesco Calimeri
2022 J jnl
Robot-assisted ex vivo neobladder reconstruction: preliminary results of surgical skill evaluation.
Int. J. Comput. Assist. Radiol. Surg.
Ziyang Chen, Serenella Terlizzi, Tommaso Da Col, Aldo Marzullo, Michele Catellani, Giancarlo Ferrigno, Elena De Momi
2021 J jnl
A Logic-Based Framework Leveraging Neural Networks for Studying the Evolution of Neurological Disorders.
Theory Pract. Log. Program.
Francesco Calimeri, Francesco Cauteruccio, Luca Cinelli, Aldo Marzullo, Claudio Stamile, Giorgio Terracina, Françoise Durand-Dubief, Dominique Sappey-Marinier
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 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 J jnl
Data augmentation using generative adversarial neural networks on brain structural connectivity in multiple sclerosis.
Comput. Methods Programs Biomed.
Berardino Barile, Aldo Marzullo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier
2021 J jnl
Multi-Sensor Guided Hand Gesture Recognition for a Teleoperated Robot Using a Recurrent Neural Network.
IEEE Robotics Autom. Lett.
Wen Qi, Salih Ertug Ovur, Zhijun Li, Aldo Marzullo, Rong Song
2021 — conf
Standard vs. Learning-based Codecs for Real Time Endoscopic Video Transmission.
AIABI@AI*IA
Aldo Marzullo, Martina Golini, Michele Catellani, Elena De Momi, Francesco Calimeri, Giuseppe Fiameni, Iuri Frosio
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
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 B conf
Tensor Factorization of Brain Structural Graph for Unsupervised Classification in Multiple Sclerosis.
ICPR
Berardino Barile, Aldo Marzullo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier
2019 J jnl
A Logic-Based Framework Leveraging Neural Networks for Studying the Evolution of Neurological Disorders.
CoRR
Francesco Calimeri, Francesco Cauteruccio, Luca Cinelli, Aldo Marzullo, Claudio Stamile, Giorgio Terracina, Françoise Durand-Dubief, Dominique Sappey-Marinier
2019 — ch.
Blood Vessel Segmentation in Retinal Fundus Images Using Hypercube NeuroEvolution of Augmenting Topologies (HyperNEAT).
Quantifying and Processing Biomedical and Behavioral Signals
Francesco Calimeri, Aldo Marzullo, Claudio Stamile, Giorgio Terracina
2019 — conf
Prediction of Multiple Sclerosis Patient Disability from Structural Connectivity using Convolutional Neural Networks.
EMBC
Aldo Marzullo, Gabriel Kocevar, Claudio Stamile, Francesco Calimeri, Giorgio Terracina, Françoise Durand-Dubief, Dominique Sappey-Marinier
2018 — conf
Classification and Survival Prediction in Diffuse Large B-Cell Lymphoma by Gene Expression Profiling.
LOD
Pierangela Bruno, Francesco Calimeri, Aldo Marzullo
2018 B conf
Graph based neural networks for automatic classification of multiple sclerosis clinical courses.
ESANN
Francesco Calimeri, Aldo Marzullo, Claudio Stamile, Giorgio Terracina
2018 B conf
Mixing Logic Programming and Neural Networks to Support Neurological Disorders Analysis.
RuleML+RR
Francesco Calimeri, Francesco Cauteruccio, Aldo Marzullo, Claudio Stamile, Giorgio Terracina
2017 B conf
A tensor-based mutation operator for Neuroevolution of Augmenting Topologies (NEAT).
CEC
Aldo Marzullo, Claudio Stamile, Giorgio Terracina, Francesco Calimeri, Sabine Van Huffel
2017 — conf
BioHIPI: Biomedical Hadoop Image Processing Interface.
MOD
Francesco Calimeri, Mirco Caracciolo, Aldo Marzullo, Claudio Stamile
2017 — conf
Biomedical Data Augmentation Using Generative Adversarial Neural Networks.
ICANN (2)
Francesco Calimeri, Aldo Marzullo, Claudio Stamile, Giorgio Terracina
2016 — conf
Optic Disc Detection Using Fine Tuned Convolutional Neural Networks.
SITIS
Francesco Calimeri, Aldo Marzullo, Claudio Stamile, Giorgio Terracina