Pubblicazioni

A Critical Analysis of the Robustness of Radiomics to Variations in Segmentation Methods in 18F-PSMA-1007 PET Images of Patients Affected by Prostate Cancer

2023 - DIAGNOSTICS

Pasini, G.; Russo, G.; Mantarro, C.; Bini, F.; Richiusa, S.; Morgante, L.; Comelli, A.; Russo, G. I.; Sabini, M. G.; Cosentino, S.; Marinozzi, F.; Ippolito, M.; Stefano, A.

Identifying and Monitoring Gardens in Urban Areas Using Aerial and Satellite Imagery

2023 - REMOTE SENSING

Arabi Aliabad, Fahime; Ghafarian Malamiri, Hamidreza; Sarsangi, Alireza; Sekertekin, Aliihsan; Ghaderpour, Ebrahim

Recent developments and future trends in fatigue life assessment of additively manufactured metals with particular emphasis on machine learning modeling

2023 - FATIGUE & FRACTURE OF ENGINEERING MATERIALS & STRUCTURES

Zhan, Z.; He, X.; Tang, D.; Dang, L.; Li, A.; Xia, Q.; Berto, F.; Li, H.

Physics-informed machine learning and its structural integrity applications: State of the art

2023 - PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY OF LONDON SERIES A: MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Zhu, S. -P.; Wang, L.; Luo, C.; Correia, J. A. F. O.; De Jesus, A. M. P.; Berto, F.; Wang, Q. Y.

In Vitro Antioxidant and In Vivo Antigenotoxic Features of a Series of 61 Essential Oils and Quantitative CompositionâActivity Relationships Modeled through Machine Learning Algorithms

2023 - ANTIOXIDANTS

Mladenovic, Milan; Astolfi, Roberta; Tomasevic, Nevena; Matic, Sanja; Bozovic, Mijat; Sapienza, FILIPPO UMBERTO; Ragno, Rino

A machine learning approach for the dimensional reconstruction of the laminar artefacts of the MPPNB sites in the Southern Levant

2023 - Proc. 29th Annual Meeting of the European Association of Archaeologists (EAA)

Nobile, E.; Troiano, M.; Mangini, F.; Mastrogiuseppe, M.; Vardi, J.; Frezza, F.; Conati Barbaro, C.

Machine-Learning Assisted Detection of Cancerous Cell Nuclei Based on Confocal Imaging and Fluorescent Probes in Hepatocellular Carcinoma

2023 - Proc. Annual Meeting Alleanza Contro il Cancro (ACC)

Troiano, M.; De Stefanis, C.; Mangini, F.; Grignaffini, F.; Bianchi, M.; Francalanci, P.; Alaggio, R.; Frezza, F.; Alisi, A.

Flexible employment, a machine learning approach

2023 - CLADAG 2023 Book of abstracts and short papers

AlfÃ², Marco; Pavlopoulos, Dimitris; Varriale, Roberta

Real-world data to build explainable trustworthy artificial intelligence models for prediction of immunotherapy efficacy in NSCLC patients

2023 - FRONTIERS IN ONCOLOGY

Prelaj, Arsela; Galli, Edoardo Gregorio; Miskovic, Vanja; Pesenti, Mattia; Viscardi, Giuseppe; Pedica, Benedetta; Mazzeo, Laura; Bottiglieri, Achille; Provenzano, Leonardo; Spagnoletti, Andrea; Marinacci, Roberto; De Toma, Alessandro; Proto, Claudia; Ferrara, Roberto; Brambilla, Marta; Occhipinti, Mario; Manglaviti, Sara; Galli, Giulia; Signorelli, Diego; Giani, Claudia; Beninato, Teresa; Pircher, Chiara Carlotta; Rametta, Alessandro; Kosta, Sokol; Zanitti, Michele; Di Mauro, Maria Rosa; Rinaldi, Arturo; Di Gregorio, Settimio; Antonia, Martinetti; Garassino, Marina Chiara; de Braud, Filippo G M; Restelli, Marcello; Lo Russo, Giuseppe; Ganzinelli, Monica; TrovÃ², Francesco; Pedrocchi, Alessandra Laura Giulia

FLIRT: Federated Learning for Information Retrieval

2023 - ACM International Conference on Research and Development in Information Retrieval

Pinelli, Fabio; Tolomei, Gabriele; Trappolini, Giovanni

Impact of an ML-Based demand response mechanism on the electrical distribution network. A case study in Terni

2023 - ELECTRONICS

Bucarelli, MARCO ANTONIO; Ghoreishi, Mohammad; Santori, Francesca; Mira, Jorge; GorroÃ±ogoitia, JesÃºs

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