DANIELE GERMANO

PhD Student

PhD program:: XXXIX
email: d.germano@diag.uniroma1.it
building: Dipartimento di Ingegneria Informatica, Automatica e Gestionale "Antonio Ruberti" (DIAG)
room: A114

supervisor: Pietro Aricò

Daniele Germano graduated in Data Science in July 2020 from Sapienza University of Rome. Since 2015, he has been working as a consultant in Analytics and Data Science, collaborating with various companies in the ICT sector. Starting in 2020, he began collaborating with the Department of Molecular Medicine at Sapienza University of Rome to develop Machine Learning and Deep Learning models for processing and analyzing electrical signals in passive Brain-Computer Interface applications. Since November 2023, he has been attending the ABRO PhD program in Bioinformatics. His primary study objective is the development of Artificial Intelligence models for processing and analyzing biosignals. He is affiliated with the Department of Computer, Control, and Management Engineering (DIAG) at Sapienza University of Rome.

Research products

11573/1750961 - 2025 - Brain cortical area characterization and machine learning-based measure of Rasmussen’s S-R-K model

Amore, Daniele; Germano, Daniele; Di Flumeri, Gianluca; Aricò, Pietro; Ronca, Vincenzo; Giorgi, Andrea; Vozzi, Alessia; Capotorto, Rossella; Bonelli, Stefano; Drogoul, Fabrice; Imbert, Jean-Paul; Granger, Géraud; Babiloni, Fabio; Borghini, Gianluca - 01a Articolo in rivista

paper: BRAIN SCIENCES (Basel: Molecular Diversity Preservation International) pp. 1-33 - issn: 2076-3425 - wos: WOS:001580330200001 (0) - scopus: 2-s2.0-105017508144 (0)

11573/1751554 - 2025 - Towards the Correction of Covariate Shift in EEG-Based Passive Brain-Computer Interfaces for Out-of-Lab Applications

Germano, D.; Ronca, V.; Capotorto, R.; Di Flumeri, G.; Borghini, G.; Giorgi, A.; Babiloni, F.; Aricò, P. - 13a Altro ministeriale

11573/1751552 - 2025 - Single-Subject Unsupervised Detection of Covariate Shift in EEG: A Step Towards Real-World passive Brain-Computer Interface

Germano, D.; Ronca, V.; Capotorto, R.; Di Flumeri, G.; Borghini, G.; Giorgi, A.; Vozzi, A.; Babiloni, F.; Aricò, P. - 13a Altro ministeriale

11573/1745065 - 2025 - Understanding the Unexplored: A Review on the Gap in Human Factors Characterization for Industry 5.0

Ricci, Alessia; Ronca, Vincenzo; Capotorto, Rossella; Giorgi, Andrea; Vozzi, Alessia; Germano, Daniele; Borghini, Gianluca; Di Flumeri, Gianluca; Babiloni, Fabio; Aricò, Pietro - 01g Articolo di rassegna (Review)

paper: APPLIED SCIENCES (Basel: MDPI AG, 2011-) pp. 1-22 - issn: 2076-3417 - wos: WOS:001429896500001 (4) - scopus: 2-s2.0-85218453100 (6)

11573/1754526 - 2025 - Finestre di Responsività nello Stato di Minima Coscienza: Un Modello Neurofisiologico per un’Interfaccia Cervello-Computer Passiva

Riccio, Angela; Toppi, Jlenia; Aricò, Pietro; Caracci, Valentina; Quattrociocchi, Ilaria; Galiotta, Valentina; D’Ippolito, Mariagrazia; Germano, Daniele; Pichiorri, Floriana; Cincotti, Febo; Formisano, Rita; Mattia, Donatella - 04d Abstract in atti di convegno

conference: XXIV Congresso Nazionale S.I.R.N. (Parma; Italy)

book: Nutrire il cervello, curare il pianeta. Innovazioni di neuroriabilitazione all'Insegna di One Health - ()

11573/1721093 - 2024 - Cooperation objective evaluation in aviation: validation and comparison of two novel approaches in simulated environment

Capotorto, Rossella; Ronca, Vincenzo; Sciaraffa, Nicolina; Borghini, Gianluca; Di Flumeri, Gianluca; Mezzadri, Lorenzo; Vozzi, Alessia; Giorgi, Andrea; Germano, Daniele; Babiloni, Fabio; Aricò, Pietro - 01a Articolo in rivista

paper: FRONTIERS IN NEUROINFORMATICS (Lausanne : Frontiers Research Foundation, 2007-) pp. 1-12 - issn: 1662-5196 - wos: WOS:001325304900001 (3) - scopus: 2-s2.0-85205927277 (3)

11573/1722479 - 2024 - Optimizing EEG Signal Integrity: A Comprehensive Guide to Ocular Artifact Correction

Ronca, Vincenzo; Capotorto, Rossella; Di Flumeri, Gianluca; Giorgi, Andrea; Vozzi, Alessia; Germano, Daniele; Virgilio, Valerio Di; Borghini, Gianluca; Cartocci, Giulia; Rossi, Dario; Inguscio, Bianca M. S.; Babiloni, Fabio; Aricò, Pietro - 01a Articolo in rivista

paper: BIOENGINEERING (Basel : MDPI AG, 2014-) pp. - - issn: 2306-5354 - wos: WOS:001343575700001 (3) - scopus: 2-s2.0-85207562477 (6)

11573/1721091 - 2024 - o-CLEAN: a novel multi-stage algorithm for the ocular artifacts’ correction from EEG data in out-of-the-lab applications

Ronca, Vincenzo; Flumeri, Gianluca Di; Giorgi, Andrea; Vozzi, Alessia; Capotorto, Rossella; Germano, Daniele; Sciaraffa, Nicolina; Borghini, Gianluca; Babiloni, Fabio; Aricò, Pietro - 01a Articolo in rivista

paper: JOURNAL OF NEURAL ENGINEERING (Bristol : Institute of Physics Publishing, 2004-) pp. 1-21 - issn: 1741-2560 - wos: WOS:001322180600001 (5) - scopus: 2-s2.0-85205401979 (9)

11573/1721090 - 2024 - How Immersed Are You? State of the Art of the Neurophysiological Characterization of Embodiment in Mixed Reality for Out-of-the-Lab Applications

Ronca, Vincenzo; Ricci, Alessia; Capotorto, Rossella; Di Donato, Luciano; Freda, Daniela; Pirozzi, Marco; Palermo, Eduardo; Mattioli, Luca; Di Gironimo, Giuseppe; Coccorese, Domenico; Buonocore, Sara; Massa, Francesca; Germano, Daniele; Di Flumeri, Gianluca; Borghini, Gianluca; Babiloni, Fabio; Aricò, Pietro - 01g Articolo di rassegna (Review)

paper: APPLIED SCIENCES (Basel: MDPI AG, 2011-) pp. 1-24 - issn: 2076-3417 - wos: WOS:001323796500001 (5) - scopus: 2-s2.0-85205266492 (6)

11573/1694348 - 2023 - A neuroergonomic approach fostered by wearable EEG for the multimodal assessment of drivers trainees

Di Flumeri, Gianluca; Giorgi, Andrea; Germano, Daniele; Ronca, Vincenzo; Vozzi, Alessia; Borghini, Gianluca; Tamborra, Luca; Simonetti, Ilaria; Capotorto, Rossella; Ferrara, Silvia; Sciaraffa, Nicolina; Babiloni, Fabio; Aricò, Pietro - 01a Articolo in rivista

paper: SENSORS (Basel : Molecular Diversity Preservation International (MDPI), 2001-) pp. 1-18 - issn: 1424-8220 - wos: WOS:001095188400001 (8) - scopus: 2-s2.0-85172179216 (9)

11573/1694361 - 2023 - Unsupervised detection of covariate shift due to changes in EEG headset position: towards an effective out-of-lab use of passive brain–computer interface

Germano, Daniele; Sciaraffa, Nicolina; Ronca, Vincenzo; Giorgi, Andrea; Trulli, Giacomo; Borghini, Gianluca; Di Flumeri, Gianluca; Babiloni, Fabio; Aricò, Pietro - 01a Articolo in rivista

paper: APPLIED SCIENCES (Basel: MDPI AG, 2011-) pp. 1-31 - issn: 2076-3417 - wos: WOS:001117704300001 (2) - scopus: 2-s2.0-85192375898 (2)

11573/1660229 - 2022 - Evaluation of a new lightweight EEG technology for translational applications of passive brain-computer interfaces

Sciaraffa, Nicolina; Di Flumeri, Gianluca; Germano, Daniele; Giorgi, Andrea; Di Florio, Antonio; Borghini, Gianluca; Vozzi, Alessia; Ronca, Vincenzo; Babiloni, Fabio; Aricò, Pietro - 01a Articolo in rivista

paper: FRONTIERS IN HUMAN NEUROSCIENCE (Lausanne : Frontiers Research Foundation) pp. 1-23 - issn: 1662-5161 - wos: WOS:000834084600001 (32) - scopus: 2-s2.0-85135099222 (35)

11573/1615465 - 2022 - Validation of a light EEG-based measure for real-time stress monitoring during realistic driving

Sciaraffa, Nicolina; Di Flumeri, Gianluca; Germano, Daniele; Giorgi, Andrea; Di Florio, Antonio; Borghini, Gianluca; Vozzi, Alessia; Ronca, Vincenzo; Varga, Rodrigo; Van Gasteren, Marteyn; Babiloni, Fabio; Aricò, Pietro - 01a Articolo in rivista

paper: BRAIN SCIENCES (Basel: Molecular Diversity Preservation International) pp. 1-20 - issn: 2076-3425 - wos: WOS:000776049900001 (40) - scopus: 2-s2.0-85125703873 (50)

11573/1615483 - 2021 - Mental effort estimation by passive BCI: a cross-subject analysis

Sciaraffa, Nicolina; Germano, Daniele; Giorgi, Andrea; Ronca, Vincenzo; Vozzi, Alessia; Borghini, Gianluca; Di Flumeri, Gianluca; Babiloni, Fabio; Arico, Pietro - 04b Atto di convegno in volume

conference: 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (Mexico)

book: 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) - (978-1-7281-1179-7)