Pubblicazioni

Unsupervised detection of covariate shift due to changes in EEG headset position: towards an effective out-of-lab use of passive brainâcomputer interface

2023 - APPLIED SCIENCES

Germano, Daniele; Sciaraffa, Nicolina; Ronca, Vincenzo; Giorgi, Andrea; Trulli, Giacomo; Borghini, Gianluca; Di Flumeri, Gianluca; Babiloni, Fabio; AricÃ², Pietro

Robust and language-independent acoustic features in Parkinson's disease

2023 - FRONTIERS IN NEUROLOGY

Scimeca, Sabrina; Amato, Federica; Olmo, Gabriella; Asci, Francesco; Suppa, Antonio; Costantini, Giovanni; Saggio, Giovanni

Machine-learning-assisted Monte Carlo fails at sampling computationally hard problems

2023 - MACHINE LEARNING: SCIENCE AND TECHNOLOGY

Ciarella, Simone; Trinquier, Jeanne; Weigt, Martin; Zamponi, Francesco

Identification of a robust DNA methylation signature for Fanconi anemia

2023 - AMERICAN JOURNAL OF HUMAN GENETICS

Pagliara, Daria; Ciolfi, Andrea; Pedace, Lucia; Haghshenas, Sadegheh; Ferilli, Marco; Levy, Michael A; Miele, Evelina; Nardini, Claudia; Cappelletti, Camilla; Relator, Raissa; Pitisci, Angela; De Vito, Rita; Pizzi, Simone; Kerkhof, Jennifer; Mcconkey, Haley; Nazio, Francesca; Kant, Sarina G; Di Donato, Maddalena; Agolini, Emanuele; Matraxia, Marta; Pasini, Barbara; Pelle, Alessandra; Galluccio, Tiziana; Novelli, Antonio; Barakat, Tahsin Stefan; Andreani, Marco; Rossi, Francesca; Mecucci, Cristina; Savoia, Anna; Sadikovic, Bekim; Locatelli, Franco; Tartaglia, Marco

Eye-Tracking System with Low-End Hardware: Development and Evaluation

2023 - INFORMATION

Iacobelli, E.; Ponzi, V.; Russo, S.; Napoli, C.

An Advanced Solution Based on Machine Learning for Remote EMDR Therapy

2023 - TECHNOLOGIES

Fiani, F.; Russo, S.; Napoli, C.

Volcanic Cloud Detection and Retrieval Using Satellite Multisensor Observations

2023 - REMOTE SENSING

Romeo, F; Mereu, L; Scollo, S; Papa, M; Corradini, S; Merucci, L; Marzano, Fs

Gut microbiota functional profiling in autism spectrum disorders: bacterial VOCs and related metabolic pathways acting as disease biomarkers and predictors

2023 - FRONTIERS IN MICROBIOLOGY

Vernocchi, P.; Marangelo, C.; Guerrera, S.; Del Chierico, F.; Guarrasi, V.; Gardini, S.; Conte, F.; Paci, P.; Ianiro, G.; Gasbarrini, A.; Vicari, S.; Putignani, L.

Approaching Artificial Intelligence in Orthopaedics: Predictive Analytics and Machine Learning to Prognosticate Arthroscopic Rotator Cuff Surgical Outcomes

2023 - JOURNAL OF CLINICAL MEDICINE

Potty, Anish; Potty, Ajish S. R.; Maffulli, Nicola; Blumenschein, Lucas A.; Ganta, Deepak; Justin Mistovich, R.; Fuentes, Mario; Denard, Patrick; Sethi, Paul M.; Shah, Anup A.; Gupta, Ashim

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

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

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

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

Targeted demand response for flexible energy communities using clustering techniques

2023 - SUSTAINABLE ENERGY, GRIDS AND NETWORKS

Pelekis, Sotiris; Pipergias, Angelos; Karakolis, Evangelos; Mouzakitis, Spiros; Santori, Francesca; Ghoreishi, Mohammad; Askounis, Dimitris

Spectroscopic Characterization of Impactites and a Machine Learning Approach to Determine the Oxidation State of Iron in GlassâBearing Materials

2023 - JOURNAL OF GEOPHYSICAL RESEARCH. PLANETS

Bruschini, E.; Carli, C.; Skogby, H.; Andreozzi, G. B.; Stojic, A.; Morlok, A.

Referenceless characterization of complex media using physics-informed neural networks

2023 - OPTICS EXPRESS

Goel, Suraj; Conti, Claudio; Leedumrongwatthanakun, Saroch; Malik, Mehul

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

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