Pubblicazioni

Enabling technologies for planetary exploration

2023 - Planetary Exploration Horizon 2061: A Long-Term Perspective for Planetary Exploration

Grande, M.; Guo, L.; Blanc, M.; Alves, J.; Makaya, A.; Asmar, S.; Atkinson, D.; Bourdon, A.; Chabert, P.; Chien, S.; Day, J.; Fairen, A. G.; Freeman, A.; Genova, A.; Herique, A.; Kofman, W.; Lazio, J.; Mousis, O.; Ori, G. G.; Parro, V.; Preston, R.; Rodriguez-Manfredi, J. A.; J. Sterken, V.; Stephenson, K.; Hook, J. V.; Waite, J. H.; Zine, S.

Machine learning in laryngeal cancer: A pilot study to predict oncological outcomes and the role of adverse features

2023 - HEAD & NECK

Petruzzi, Gerardo; Coden, Elisa; Iocca, Oreste; di Maio, Pasquale; Pichi, Barbara; Campo, Flaminia; DE VIRGILIO, Armando; Francesco, Mazzola; Vidiri, Antonello; Pellini, Raul

Predicting the need for prophylactic gastrostomy in major head and neck cancer surgery: The PEG score

2023 - HEAD & NECK

Sampieri, Claudio; Costantino, Andrea; Giordano, Giorgio Gregory; DalÃ¨, Michael; Marchi, Filippo; Iandelli, Andrea; Filauro, Marta; Parrinello, Giampiero; Pace, Gian Marco; Festa, Bianca Maria; Spriano, Giuseppe; De Virgilio, Armando; Peretti, Giorgio

Radiomics-based machine learning for the diagnosis of lymph node metastases in patients with head and neck cancer: Systematic review

2023 - HEAD & NECK

Giannitto, Caterina; Mercante, Giuseppe; Ammirabile, Angela; Cerri, Luca; De Giorgi, Teresa; Lofino, Ludovica; Vatteroni, Giulia; Casiraghi, Elena; Marra, Silvia; Esposito, Andrea Alessandro; De Virgilio, Armando; Costantino, Andrea; Ferreli, Fabio; Savevski, Victor; Spriano, Giuseppe; Balzarini, Luca

Editorial: Updates on ulcerative colitis and Crohn's disease: from bench to bedside

2023 - FRONTIERS IN MEDICINE

D'Andrea, Vito; Gallo, Gaetano

Distance Estimation of Fixed Objects in Driving Environments

2023 - SYSTEM 2023 9th Scholarâs Yearly Symposium of Technology, Engineering and Mathematics 2023

Leporoni, G.; Ponzi, V.; Pro, F.; Napoli, C.

Keeping Eyes on the Road: Understanding Driver Attention and Its Role in Safe Driving

2023 - Proceedings of the 9th Scholarâs Yearly Symposium of Technology, Engineering and Mathematics (SYSTEM 2023), Rome, Italy, December 3-6, 2023

Fiani, Francesca; Ponzi, Valerio; Russo, Samuele

Adverse Effects of COVID-19 Vaccination: Machine Learning and Statistical Approach to Identify and Classify Incidences of Morbidity and Postvaccination Reactogenicity

2023 - HEALTHCARE

Ahamad, M. M.; Aktar, S.; Uddin, M. J.; Rashed-Al-Mahfuz, M.; Azad, A. K. M.; Uddin, S.; Alyami, S. A.; Sarker, I. H.; Khan, A.; Lio, P.; Quinn, J. M. W.; Moni, M. A.

Will More Expressive Graph Neural Networks do Better on Generative Tasks?

2023 - Proceedings of Machine Learning Research

Zou, X.; Zhao, X.; Lio, P.; Zhao, Y.

On the Expressive Power of Geometric Graph Neural Networks

2023 - Proceedings of Machine Learning Research

Joshi, C. K.; Bodnar, C.; Mathis, S. V.; Cohen, T.; Lio, P.

Optimal Maneuvers Around Binary Asteroids Using Particle Swarm Optimization and Machine Learning

2023 - JOURNAL OF SPACECRAFT AND ROCKETS

DâAmbrosio, Andrea; Carbone, Andrea; Curti, Fabio

A modified decision tree approach to improve the prediction and mutation discovery for drug resistance in Mycobacterium tuberculosis

2022 - BMC GENOMICS

Deelder, Wouter; Napier, Gary; Campino, Susana; Palla, Luigi; Phelan, Jody; Clark, Taane G

Stratification of hospitalized COVID-19 patients into clinical severity progression groups by immuno-phenotyping and machine learning

2022 - NATURE COMMUNICATIONS

Mueller, Yvonne M.; Schrama, Thijs J.; Ruijten, Rik; Schreurs, Marco W. J.; Grashof, Dwin G. B.; van de Werken, Harmen J. G.; Jona Lasinio, Giovanna; Ãlvarez-Sierra, Daniel; Kiernan, Caoimhe H.; Castro Eiro, Melisa D.; van Meurs, Marjan; Brouwers-Haspels, Inge; Zhao, Manzhi; Li, Ling; de Wit, Harm; Ouzounis, Christos A.; Wilmsen, Merel E. P.; Alofs, Tessa M.; Laport, Danique A.; van Wees, Tamara; Kraker, Geoffrey; Jaimes, Maria C.; Van Bockstael, Sebastiaan; HernÃ¡ndez-GonzÃ¡lez, Manuel; Rokx, Casper; Rijnders, Bart J. A.; Pujol-Borrell, Ricardo; Katsikis, Peter D.

Predicting axial impairment in parkinsonâs disease through a single inertial sensor

2022 - SENSORS

Borzi, L.; Mazzetta, I.; Zampogna, A.; Suppa, A.; Irrera, F.; Olmo, G.

Voice in Parkinson's Disease: A Machine Learning Study

2022 - FRONTIERS IN NEUROLOGY

Suppa, Antonio; Costantini, Giovanni; Asci, Francesco; Di Leo, Pietro; Sami Al-Wardat, Mohammad; Di Lazzaro, Giulia; Scalise, Simona; Pisani, Antonio; Saggio, Giovanni

An Automatic Procedure for Forest Fire Fuel Mapping Using Hyperspectral (PRISMA) Imagery: A Semi-Supervised Classification Approach

2022 - REMOTE SENSING

Shaik, Riyaaz Uddien; Laneve, Giovanni; Fusilli, Lorenzo

An application of contrast trees for mortality models diagnostic and boosting

2022 - Book of short papers. IES 2022 Innovation & society 5.0: statistical and economic methodologies for quality assessment

Levantesi, Susanna; Lizzi, Matteo; Nigri, Andrea

Classification of multiple sclerosis patients based on structural disconnection: A robust feature selection approach

2022 - JOURNAL OF NEUROIMAGING

Schiavi, S.; Azzari, A.; Mensi, A.; Graziano, N.; Daducci, A.; Bicego, M.; Inglese, M.; Petracca, M.

Re-Orienting Smartphone-Collected Car Motion Data Using Least-Squares Estimation and Machine Learning

2022 - SENSORS

Bassetti, Enrico; Luciani, Alessio; Panizzi, Emanuele

ML-based re-orientation of smartphone-collected car motion data

2022 - 12th International Conference on Emerging Ubiquitous Systems and Pervasive Networks / 11th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare

Bassetti, Enrico; Luciani, Alessio; Panizzi, Emanuele

Deep Learning Methods for Network Biology

2022 - Deep Learning In Biology and Medicine

Madeddu, Lorenzo; Stilo, Giovanni

Adversarial Branch Architecture Search for Unsupervised Domain Adaptation

2022 - 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Robbiano, Luca; Rahman, Muhammad Rameez Ur; Galasso, Fabio; Caputo, Barbara; Maria Carlucci, Fabio

Evading behavioral classifiers: a comprehensive analysis on evading ransomware detection techniques

2022 - NEURAL COMPUTING & APPLICATIONS

De Gaspari, Fabio; Hitaj, Dorjan; Pagnotta, Giulio; De Carli, Lorenzo; Mancini, Luigi V.

Identification of long non-coding RNAs and RNA binding proteins in breast cancer subtypes

2022 - SCIENTIFIC REPORTS

Cava, C.; Armaos, A.; Lang, B.; Tartaglia, G. G.; Castiglioni, I.

Modeling the Prognostic Impact of Circulating Tumor Cells Enumeration in Metastatic Breast Cancer for Clinical Trial Design Simulation

2022 - THE ONCOLOGIST

Gerratana, Lorenzo; Pierga, Jean-Yves; Reuben, James M; Davis, Andrew A; Wehbe, Firas H; Dirix, Luc; Fehm, Tanja; NolÃ©, Franco; Gisbert-Criado, Rafael; Mavroudis, Dimitrios; Grisanti, Salvatore; Garcia-Saenz, Jose A; Stebbing, Justin; Caldas, Carlos; Gazzaniga, Paola; Manso, Luis; Zamarchi, Rita; Bonotto, Marta; Fernandez de Lascoiti, Angela; De Mattos-Arruda, Leticia; Ignatiadis, Michail; Sandri, Maria-Teresa; Generali, Daniele; De Angelis, Carmine; Dawson, Sarah-Jane; Janni, Wolfgang; CaraÃ±ana, Vicente; Riethdorf, Sabine; Solomayer, Erich-Franz; Puglisi, Fabio; Giuliano, Mario; Pantel, Klaus; Bidard, FranÃ§ois-ClÃ©ment; Cristofanilli, Massimo