Archivio Istituzionale della RicercaDERIU, MARCO AGOSTINO
DERIU, MARCO AGOSTINO
Dipartimento di Ingegneria Meccanica e Aerospaziale
017632
Explainable Machine Learning for Fracture Risk Assessment in Kidney Transplant Recipients: A Single-Center Experience
2026 Francesca Pattonieri, Eleonora; Gregorini, Marilena; Tsipourakis, Alexandra; Kassem, Karim; Antonietta Grignano, Maria; Zizzi, Eric Adriano; Margiotta, Elisabetta; Portalupi, Valentina; Soccio, Grazia; Diletta Stea, Emma; Deriu, Marco Agostino; Rampino, Teresa
AI-driven framework for calcium detection in atherosclerotic lesions using intracoronary optical coherence tomography
2025 Cardaci, Camilla; Sperti, Michela; Bruno, Francesco; Shah, Syed Taimoor Hussain; De Nisco, Giuseppe; Cerrato, Enrico; Angelo Canova, Paolo; Morbiducci, Umberto; Piccolo, Raffaele; Burzotta, Francesco; D’Ascenzo, Fabrizio; Deriu, Marco Agostino; Chiastra, Claudio
Explainable Emotion Recognition Using Xception-Based Feature Extraction and Supervised Machine Learning on the RAVDESS Dataset
2025 Shah, Syed Taimoor Hussain; Shah, Syed Adil Hussain; Panagiotopoulos, Konstantinos; Pigueiras-del-Real, Janet; Qayyum, Kainat; Baqir Hussain Shah, Syed; Buccoliero, Andrea; Di Terlizzi, Angelo; Deriu, Marco Agostino
Machine Learning Aided Molecular Modelling of Taste to Identify Food Fingerprints
2023 Pallante, Lorenzo; Cannariato, Marco; Vezzulli, Fosca; Malavolta, Marta; Lambri, Milena; Deriu, Marco
Understanding the learning mechanism of convolutional neural network applied to fluorescence spectra
2023 Venturini, F.; Michelucci, U.; Sperti, M.; Gucciardi, A.; Deriu, M. A.
A review on computational tools for analytical visualisation and molecular interactions of sncRNAs: prospects in NDDs
2022 Panagiotopoulos, Konstantinos; Ibanibo, Lolia; Perrone, Benedetta; Marchetti, Caterina; Tumsich, Martina; Traetta, Giovanni; Theofilatos, Konstantinos; Deriu, Marco A.
Chemical analysis of olive oils from fluorescence spectra thanks to one-dimensional convolutional neural networks
2022 Sperti, M; Michelucci, U; Venturini, F; Gucciardi, A; Deriu, Ma
Compact optical fluorescence sensor for food quality control using artificial neural networks: application to olive oil
2022 Gucciardi, A; Michelucci, U; Venturini, F; Sperti, M; Martos, Vm; Deriu, Ma
Medical imaging and artificial intelligence to investigate neuro-cardiac pathologies and discover hidden relationships – a state of the art review
2022 Shah, Syed Taimoor Hussain; Calati, Veronika; Bizzarri, Alessandra; Deriu, Marco Agostino
One-dimensional convolutional neural networks design for fluorescence spectroscopy with prior knowledge: explainability techniques applied to olive oil fluorescence spectra
2022 Venturini, F; Michelucci, U; Sperti, M; Gucciardi, A; Deriu, Ma
The neurodevelopmental and mental health outcomes in children with single ventricle physiology and Fontan circulation: a state-of- the-art review and future directions.
2022 Piccinelli, Enrico; Butera, Gianfranco; Pilati, Mara; Rebonato, Micol; Formigari, Roberto; Verrengia, Marin; Testa, Alberto; Perri, Gianluigi; Morbiducci, Umberto; Deriu, Marco; Galletti, Lorenzo
Elucidating molecular connetion between IAHSP onset and Alsin protein by means of Homology Modelling and Molecular Dynamics
2021 Miceli, Marcello; Exertier, Cecile; Vallone, Beatrice; Cavaglià, Marco; Deriu, Marco A.
In silico investigation of molecular interactions of Volatile Anesthetics: Effects on phospholipid membranes and subcellular targets
2021 Zizzi, Eric A.; Cavaglia', Marco; Deriu, Marco A.; Tuszynski, Jacek A.
Machine learning approaches as an alternative to traditional statistical methods in cardiovascular risk prediction
2021 Sperti, Michela; D’Ascenzo, Fabrizio; Navarini, Luca; Di Benedetto, Giacomo; Afeltra, Antonella; Giacomelli, Roberto; Deriu, Marco A.
Molecular Dynamics And Binding Mechanisms Of Volatile Anesthetics Targeting Human Tubulin
2021 Zizzi, Eric Adriano; Cavaglià, Marco; Deriu, Marco Agostino; Tuszynski, Jacek Adam
PAMAM and PPI dendrimers as potential anti-cancer drug carriers: a computational investigation
2021 Zizzi, Eric A.; Pallante, Lorenzo; Miceli, Marcello; Sztandera, Krzysztof; Bątal, Mateusz; Tuszynski, Jacek A.; Deriu, Marco A.
Scrose-driven effects on structure-function relationships in human sweet taste receptor
2021 Pallante, Lorenzo; Malavolta, Marta; Grasso, Gianvito; Deriu, MARCO AGOSTINO
Structural and Functional Analysis of Human Bitter Taste Receptors
2021 Malavolta, Marta; Pallante, Lorenzo; Deriu, Marco Agostino
ULTRASOUND DRIVEN AMYLOID FIBRIL UNFOLDING INVESTIGATED BY MOLECULAR MODELLING
2021 Miceli, Marcello; Muscat, Stefano; Morbiducci, Umberto; Cavaglia', Marco; Deriu, MARCO AGOSTINO
Understanding the molecular binding mechanism of colchicine derivatives targeting bIII human tubulin isotype
2021 Pallante, Lorenzo; Zizzi, ERIC ADRIANO; Miceli, Marcello; Grasso, Gianvito; Huczynski, Adam; Tuszynski, Jack A.; Deriu, Marco A.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Explainable Machine Learning for Fracture Risk Assessment in Kidney Transplant Recipients: A Single-Center Experience / Francesca Pattonieri, E., Gregorini, M., Tsipourakis, A., Kassem, K., Antonietta Grignano, M., Zizzi, E.A., Margiotta, E., Portalupi, V., Soccio, G., Diletta Stea, E., Deriu, M.A., Rampino, T.. - ERA26-RES-2986(2026). (63° ERA Congress Glasgow 3-6 June 2026). | 1-gen-2026 | Alexandra TsipourakisKarim KassemEric Adriano ZizziMarco Agostino Deriu + | era26_ERA26-RES-2986.pdf |
| AI-driven framework for calcium detection in atherosclerotic lesions using intracoronary optical coherence tomography / Cardaci, C., Sperti, M., Bruno, F., Shah, S.T.H., De Nisco, G., Cerrato, E., Angelo Canova, P., Morbiducci, U., Piccolo, R., Burzotta, F., D’Ascenzo, F., Deriu, M.A., Chiastra, C.. - (2025). (IX Congress of the National Group of Bioengineering (GNB 2025) Palermo (Ita) June 16-18 2025). | 1-gen-2025 | Camilla CardaciMichela SpertiSyed Taimoor Hussain ShahGiuseppe De NiscoUmberto MorbiducciFabrizio D’AscenzoMarco Agostino DeriuClaudio Chiastra + | GNB_2025_paper_18.pdf |
| Explainable Emotion Recognition Using Xception-Based Feature Extraction and Supervised Machine Learning on the RAVDESS Dataset / Shah, S.T.H., Shah, S.A.H., Panagiotopoulos, K., Pigueiras-del-Real, J., Qayyum, K., Baqir Hussain Shah, S., Buccoliero, A., Di Terlizzi, A., Deriu, M.A.. - (2025), pp. -1. (2025 IEEE Medical Measurements & Applications (MeMeA) Chania (GRC) 28-30 May 2025) [10.1109/memea65319.2025.11068008]. | 1-gen-2025 | Syed Taimoor Hussain ShahSyed Adil Hussain ShahKonstantinos PanagiotopoulosMarco Agostino Deriu + | Explainable_Emotion_Recognition_Using_Xception-Based_Feature_Extraction_and_Supervised_Machine_Learning_on_the_RAVDESS_Dataset.pdf |
| Machine Learning Aided Molecular Modelling of Taste to Identify Food Fingerprints / Pallante, Lorenzo; Cannariato, Marco; Vezzulli, Fosca; Malavolta, Marta; Lambri, Milena; Deriu, Marco. - 102:(2023). ( EFF2023 - 4th INTERNATIONAL CONFERENCE ON ENGINEERING FUTURE FOOD) [10.3303/CET23102048]. | 1-gen-2023 | Pallante, LorenzoCannariato, MarcoMalavolta, MartaDeriu, Marco + | Pallante Lorenzo et al. - 2023 - Machine Learning Aided Molecular Modelling of Tast.pdf |
| Understanding the learning mechanism of convolutional neural network applied to fluorescence spectra / Venturini, F., Michelucci, U., Sperti, M., Gucciardi, A., Deriu, M.A.. - 12438:(2023), p. 50. (SPIE OPTO, 2023 ) [10.1117/12.2647809]. | 1-gen-2023 | Sperti M.Deriu M. A. + | 124380O.pdf |
| A review on computational tools for analytical visualisation and molecular interactions of sncRNAs: prospects in NDDs / Panagiotopoulos, K., Ibanibo, L., Perrone, B., Marchetti, C., Tumsich, M., Traetta, G., Theofilatos, K., Deriu, M.A.. - ELETTRONICO. - (2022), pp. 100-118. (1st International Workshop in Neurodevelopmental Impairments in Preterm Children - Computational Advancements (DETERMINED 2022) Ljubljana, Slovenia 26 August 2022). | 1-gen-2022 | Konstantinos PanagiotopoulosBenedetta PerroneCaterina MarchettiMarco A. Deriu + | DETERMINED2022.pdf |
| Chemical analysis of olive oils from fluorescence spectra thanks to one-dimensional convolutional neural networks / Sperti, M., Michelucci, U., Venturini, F., Gucciardi, A., Deriu, M.a.. - 12139:(2022), p. 81. (SPIE Photonics Europe ) [10.1117/12.2621666]. | 1-gen-2022 | Sperti, MDeriu, MA + | Proceeding_SPIE_2022___Comparison_FFNN_CNN.pdf |
| Compact optical fluorescence sensor for food quality control using artificial neural networks: application to olive oil / Gucciardi, A., Michelucci, U., Venturini, F., Sperti, M., Martos, V.m., Deriu, M.a.. - 12139:(2022), p. 80. (SPIE Photonics Europe ) [10.1117/12.2621588]. | 1-gen-2022 | Sperti, MDeriu, MA + | Proceeding_SPIE_2022___Classification.pdf |
| Medical imaging and artificial intelligence to investigate neuro-cardiac pathologies and discover hidden relationships – a state of the art review / Shah, S.T.H., Calati, V., Bizzarri, A., Deriu, M.A.. - ELETTRONICO. - (2022). (Neurodevelopmental Impairments in Preterm Children - Computational Advancements (DETERMINED 2022) Ljubljana, Slovenia August 26, 2022). | 1-gen-2022 | Shah, Syed Taimoor HussainBizzarri, AlessandraDeriu, Marco Agostino + | Medical imaging neuro-cardiac.pdf |
| One-dimensional convolutional neural networks design for fluorescence spectroscopy with prior knowledge: explainability techniques applied to olive oil fluorescence spectra / Venturini, F., Michelucci, U., Sperti, M., Gucciardi, A., Deriu, M.a.. - 12139:(2022), p. 60. (SPIE Photonics Europe ) [10.1117/12.2621646]. | 1-gen-2022 | Sperti, MDeriu, MA + | Proceeding_SPIE_2022___Feature_maps_and_explainability.pdf |
| The neurodevelopmental and mental health outcomes in children with single ventricle physiology and Fontan circulation: a state-of- the-art review and future directions / Piccinelli, E., Butera, G., Pilati, M., Rebonato, M., Formigari, R., Verrengia, M., Testa, A., Perri, G., Morbiducci, U., Deriu, M., Galletti, L.. - 3363:(2022). (1st International Workshop on Neurodevelopmental Impairments in Preterm Children – Computational Advancements, DETERMINED 2022 Ljubljana, Slovenia August 26, 2022). | 1-gen-2022 | Enrico PiccinelliUmberto MorbiducciMarco Deriu + | 2023 - The neurodevelopmental and mental health outcomes in children with single ventricle physiology and Fontan circulation a state-of- the-art review and future directions.pdf |
| Elucidating molecular connetion between IAHSP onset and Alsin protein by means of Homology Modelling and Molecular Dynamics / Miceli, M., Exertier, C., Vallone, B., Cavaglià, M., Deriu, M.A.. - In: BIOMEDICAL SCIENCE AND ENGINEERING. - ISSN 2531-9892. - ELETTRONICO. - 4:(2021). (III Convegno Annuale "L'era delle 3R: modelli in silico, in vitro e in vivo per promuovere la ricerca traslazionale" ) [10.4081/bse.2021.183]. | 1-gen-2021 | Miceli, MarcelloCavaglià, MarcoDeriu, Marco A. + | 183-Article Text-744-1-10-20210929.pdf |
| In silico investigation of molecular interactions of Volatile Anesthetics: Effects on phospholipid membranes and subcellular targets / Zizzi, E.A., Cavaglia', M., Deriu, M.A., Tuszynski, J.A.. - ELETTRONICO. - 4:(2021), pp. 123-124. (Centro 3R Annual Meeting | September 30th - October 1st September 30th - October 1st) [10.4081/bse.2021.202]. | 1-gen-2021 | Eric A. ZizziMarco CavagliàMarco A. DeriuJacek A. Tuszynski | Published.pdf |
| Machine learning approaches as an alternative to traditional statistical methods in cardiovascular risk prediction / Sperti, M., D’Ascenzo, F., Navarini, L., Di Benedetto, G., Afeltra, A., Giacomelli, R., Deriu, M.A.. - In: BIOMEDICAL SCIENCE AND ENGINEERING. - ISSN 2531-9892. - 4:(2021). (III Convegno Annuale "L'era delle 3R: modelli in silico, in vitro e in vivo per promuovere la ricerca traslazionale" ) [10.4081/bse.2021.195]. | 1-gen-2021 | Sperti, MichelaDeriu, Marco A. + | 195-Article Text-755-1-10-20210929.pdf |
| Molecular Dynamics And Binding Mechanisms Of Volatile Anesthetics Targeting Human Tubulin / Zizzi, E.A., Cavaglià, M., Deriu, M.A., Tuszynski, J.A.. - ELETTRONICO. - (2021). (26th Congress of the European Society of Biomechanics Milan (IT) July 11-14, 2021). | 1-gen-2021 | Zizzi, Eric AdrianoCavaglià, MarcoDeriu, Marco AgostinoTuszynski, Jacek Adam | Zizzi-02.pdf |
| PAMAM and PPI dendrimers as potential anti-cancer drug carriers: a computational investigation / Zizzi, E.A., Pallante, L., Miceli, M., Sztandera, K., Bątal, M., Tuszynski, J.A., Deriu, M.A.. - ELETTRONICO. - (2021). (CANCERTO - NANOSCIENCE IN CANCER IMMUNOTHERAPY March 9–11, 2021) [10.3389/978-2-88966-543-3]. | 1-gen-2021 | Eric A. ZizziLorenzo PallanteMarcello MiceliJacek A. TuszynskiMarco A. Deriu + | Zizzi_published.pdf |
| Scrose-driven effects on structure-function relationships in human sweet taste receptor / Pallante, Lorenzo; Malavolta, Marta; Grasso, Gianvito; Deriu, MARCO AGOSTINO. - (2021). ( 26th Congress of the European Society of Biomechanics Milan (IT) July 11-14, 2021). | 1-gen-2021 | Lorenzo PallanteMarta MalavoltaMarco Agostino Deriu + | Pallante_01.pdf |
| Structural and Functional Analysis of Human Bitter Taste Receptors / Malavolta, M., Pallante, L., Deriu, M.A.. - (2021). (26th Congress of the European Society of Biomechanics ). | 1-gen-2021 | Malavolta, MartaPallante, LorenzoDeriu, Marco Agostino | Malavolta_ESB2021.pdf |
| ULTRASOUND DRIVEN AMYLOID FIBRIL UNFOLDING INVESTIGATED BY MOLECULAR MODELLING / Miceli, M., Muscat, S., Morbiducci, U., Cavaglia', M., Deriu, M.A.. - ELETTRONICO. - (2021), pp. 206-206. (26th Congress of the European Society of Biomechanics Milan (IT) July 11-14, 2021). | 1-gen-2021 | Marcello, MiceliStefano, MuscatUmberto, MorbiducciMarco, CavagliàAgostino Marco, Deriu | Miceli_ESB26th.pdf |
| Understanding the molecular binding mechanism of colchicine derivatives targeting bIII human tubulin isotype / Pallante, Lorenzo; Zizzi, ERIC ADRIANO; Miceli, Marcello; Grasso, Gianvito; Huczynski, Adam; Tuszynski, Jack A.; Deriu, Marco A.. - (2021). ( CANCERTO - NANOSCIENCE IN CANCER IMMUNOTHERAPYMarch 9–11, 2021) [10.3389/978-2-88966-543-3]. | 1-gen-2021 | Lorenzo PallanteEric Adriano ZizziMarcello MiceliMarco A. Deriu + | CONFERENCE-PROCEEDINGS_compressed.pdf |