Pubblicazioni

Influence based explainability of brain tumors segmentation in magnetic resonance imaging

2025 - PROGRESS IN ARTIFICIAL INTELLIGENCE

Torda, Tommaso; Ciardiello, Andrea; Gargiulo, Simona; Grillo, Greta; Scardapane, Simone; Voena, Cecilia; Giagu, Stefano

Diagnostic applications of artificial intelligence in chronic rhinosinusitis: A systematic review

2025 - ACTA BIO-MEDICA DE L'ATENEO PARMENSE

Loperfido, A.; Minniti, R. M.; Maiorano, E.; Cavaliere, C.; Sireci, F.; Taboni, S.; Zocchi, J.; D'Alessio, P.

The use of Artificial Intelligence in liver histopathology field: a systematic review

2024 - DIAGNOSTICS

Grignaffini, F.; Barbuto, F.; Troiano, M.; Piazzo, L.; Simeoni, P.; Mangini, F.; De Stefanis, C.; Onetti Muda, A.; Frezza, F.; Alisi, A.

Novel Approaches for Early Detection of Retinal Diseases Using Artificial Intelligence

2024 - JOURNAL OF PERSONALIZED MEDICINE

Saverio Sorrentino, Francesco; Gardini, Lorenzo; Fontana, Luigi; Mutali, Musa; Gabai, Andrea; Maniaci, Antonino; Lavalle, Salvatore; D'Esposito, Fabiana; Russo, Andrea; Longo, Antonio; Surico, PIER LUIGI; Gagliano, Caterina; Zeppieri, Marco

Novel approaches for the early detection of glaucoma using artificial intelligence

2024 - LIFE

Zeppieri, Marco; Gardini, Lorenzo; Culiersi, Carola; Fontana, Luigi; Musa, Mutali; D'Esposito, Fabiana; Surico, PIER LUIGI; Gagliano, Caterina; Saverio Sorrentino, Francesco

Artificial intelligence and advanced technology in glaucoma: a review

2024 - JOURNAL OF PERSONALIZED MEDICINE

Tonti, Emanuele; Tonti, Sofia; Mancini, Flavia; Bonini, Chiara; Spadea, Leopoldo; D'Esposito, Fabiana; Gagliano, Caterina; Musa, Mutali; Zeppieri, Marco

Implementing Predictive Models in Artificial Intelligence through OCT Biomarkers for Age-Related Macular Degeneration

2023 - PHOTONICS

Fragiotta, Serena; Grassi, Flaminia; Abdolrahimzadeh, Solmaz

Artificial Intelligence-Based Voice Assessment of Patients with Parkinsonâs Disease Off and On Treatment: Machine vs. Deep-Learning Comparison

2023 - SENSORS

Costantini, G.; Cesarini, V.; Di Leo, P.; Amato, F.; Suppa, A.; Asci, F.; Pisani, A.; Calculli, A.; Saggio, G.

CADUCEO: A Platform to Support Federated Healthcare Facilities through Artificial Intelligence

2023 - HEALTHCARE

Menegatti, D.; Giuseppi, A.; Delli Priscoli, F.; Pietrabissa, A.; Di Giorgio, A.; Baldisseri, F.; Mattioni, M.; Monaco, S.; Lanari, L.; Panfili, M.; Suraci, V.

Automatic Virtual Reconstruction of Historic Buildings Through Deep Learning. A Critical Analysis of a Paradigm Shift

2023 - Beyond Digital Representation. Advanced Experiences in AR and AI for Cultural Heritage and Innovative Design

Delgado-Martos, Emilio; Carlevaris, Laura; INTRA SIDOLA, Giovanni; Pesqueira-Calvo, Carlos; Nogales, Alberto; MaitÃn, Ana M.; GarcÃa-Tejedor, Ãlvaro J.

Identification of glomerulosclerosis using IBM Watson and shallow neural networks

2022 - JN. JOURNAL OF NEPHROLOGY

Pesce, Francesco; Albanese, Federica; Mallardi, Davide; Rossini, Michele; Pasculli, Giuseppe; Suavo-Bulzis, Paola; Granata, Antonio; Brunetti, Antonio; Cascarano, Giacomo Donato; Bevilacqua, Vitoantonio; Gesualdo, Loreto

A narrative review on current imaging applications of artificial intelligence and radiomics in oncology: focus on the three most common cancers

2022 - LA RADIOLOGIA MEDICA

Vicini, Simone; Bortolotto, Chandra; Rengo, Marco; Ballerini, Daniela; Bellini, Davide; Carbone, Iacopo; Preda, Lorenzo; Laghi, Andrea; Coppola, Francesca; Faggioni, Lorenzo

A Weighted Average Consensus Approach for Decentralized Federated Learning

2022 - MACHINE INTELLIGENCE RESEARCH

Giuseppi, A.; Manfredi, S.; Pietrabissa, A.

Machine learning in neuro-oncology: toward novel development fields

2022 - JOURNAL OF NEURO-ONCOLOGY

Di Nunno, Vincenzo; Fordellone, Mario; Minniti, Giuseppe; Asioli, Sofia; Conti, Alfredo; Mazzatenta, Diego; Balestrini, Damiano; Chiodini, Paolo; Agati, Raffaele; Tonon, Caterina; Tosoni, Alicia; Gatto, Lidia; Bartolini, Stefania; Lodi, Raffaele; Franceschi, Enrico

ESUR/ESUI position paper: developing artificial intelligence for precision diagnosis of prostate cancer using magnetic resonance imaging

2021 - EUROPEAN RADIOLOGY

Penzkofer, Tobias; Padhani, Anwar R; Turkbey, Baris; Haider, Masoom A; Huisman, Henkjan; Walz, Jochen; Salomon, Georg; Schoots, Ivo G; Richenberg, Jonathan; Villeirs, Geert; Panebianco, Valeria; Rouviere, Olivier; Logager, Vibeke Berg; Barentsz, Jelle

Deep learning can differentiate idh-mutant from idh-wild gbm

2021 - JOURNAL OF PERSONALIZED MEDICINE

Pasquini, L.; Napolitano, A.; Tagliente, E.; Dellepiane, F.; Lucignani, M.; Vidiri, A.; Ranazzi, G.; Stoppacciaro, A.; Moltoni, G.; Nicolai, M.; Romano, A.; Di Napoli, A.; Bozzao, A.

Applications of Artificial Intelligence for the Diagnosis of Gastrointestinal Diseases

2021 - DIAGNOSTICS

Pecere, Silvia; Milluzzo, Sebastian Manuel; Esposito, Gianluca; Dilaghi, Emanuele; Telese, Andrea; Eusebi, Leonardo Henry

Convolutional neural networks for automated classification of prostate multiparametric magnetic resonance imaging based on image quality

2021 - JOURNAL OF MAGNETIC RESONANCE IMAGING

Cipollari, S.; Guarrasi, V.; Pecoraro, M.; Bicchetti, M.; Messina, E.; Farina, L.; Paci, P.; Catalano, C.; Panebianco, V.

Unifying Cross-Lingual Semantic Role Labeling with Heterogeneous Linguistic Resources

2021 - Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Conia, Simone; Bacciu, Andrea; Navigli, Roberto

Artificial intelligence in thyroid field. A comprehensive review

2021 - CANCERS

Bini, F.; Pica, A.; Azzimonti, L.; Giusti, A.; Ruinelli, L.; Marinozzi, F.; Trimboli, P.

AMuSE-WSD: an all-in-one multilingual system for easy word sense disambiguation

2021 - Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations

Orlando, Riccardo; Conia, Simone; Brignone, Fabrizio; Cecconi, Francesco; Navigli, Roberto

InVeRo-XL: Making Cross-Lingual Semantic Role Labeling Accessible with Intelligible Verbs and Roles

2021 - Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations

Conia, Simone; Orlando, Riccardo; Brignone, Fabrizio; Cecconi, Francesco; Navigli, Roberto

AIforCOVID: predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study

2021 - MEDICAL IMAGE ANALYSIS

Soda, P.; D'Amico, N. C.; Tessadori, J.; Valbusa, G.; Guarrasi, V.; Bortolotto, C.; Akbar, M. U.; Sicilia, R.; Cordelli, E.; Fazzini, D.; Cellina, M.; Oliva, G.; Callea, G.; Panella, S.; Cariati, M.; Cozzi, D.; Miele, V.; Stellato, E.; Carrafiello, G.; Castorani, G.; Simeone, A.; Preda, L.; Iannello, G.; Del Bue, A.; Tedoldi, F.; Ali, M.; Sona, D.; Papa, S.

AI applications in functional genomics

2021 - COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL

Caudai, Claudia; Galizia, Antonella; Geraci, Filippo; Le Pera, Loredana; Morea, Veronica; Salerno, Emanuele; Via, Allegra; Colombo, Teresa

Crop and Weeds Classification for Precision Agriculture Using Context-Independent Pixel-Wise Segmentation

2019 - 2019 Third IEEE International Conference on Robotic Computing (IRC)

Fawakherji, Mulham; Youssef, Ali; Bloisi, Domenico; Pretto, Alberto; Nardi, Daniele