Archivio Istituzionale della RicercaDERIU, MARCO AGOSTINO
DERIU, MARCO AGOSTINO
Dipartimento di Ingegneria Meccanica e Aerospaziale
017632
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.
A virtual test bench to study transport phenomena in 3D porous scaffolds using lattice Boltzmann simulations
2013 Pennella, Francesco; Gentile, Piergiorgio; Deriu, MARCO AGOSTINO; Gallo, Diego; Schiavi, Alessandro; Ciardelli, Gianluca; Lorenz, E.; Hoekstra, A. G.; Audenino, Alberto; Morbiducci, Umberto
Identification of the albumin-carbon nanotube interaction surface by molecular simulations
2012 Deriu, MARCO AGOSTINO; Carbone, Laura; Quaranta, G.; Grasso, G.; Audenino, Alberto; Morbiducci, Umberto
Innovative Microgravity Perfusion Bioreactor for Hydrogel-based Regenerative Medicine
2012 CERINO ABDIN, Giulia; Massai, DIANA NADA CATERINA; Lorusso, Davide; Gallo, Diego; Pennella, Francesco; Deriu, MARCO AGOSTINO; Costantin, Ciobanu; Montevecchi, Franco Maria; Morbiducci, Umberto
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| 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). (Intervento presentato al convegno EFF2023 - 4th INTERNATIONAL CONFERENCE ON ENGINEERING FUTURE FOOD) [10.3303/CET23102048]. | 1-gen-2023 | Pallante, LorenzoCannariato, MarcoDeriu, 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. (Intervento presentato al convegno 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, Konstantinos; Ibanibo, Lolia; Perrone, Benedetta; Marchetti, Caterina; Tumsich, Martina; Traetta, Giovanni; Theofilatos, Konstantinos; Deriu, Marco A.. - ELETTRONICO. - (2022), pp. 100-118. (Intervento presentato al convegno 1st International Workshop in Neurodevelopmental Impairments in Preterm Children - Computational Advancements (DETERMINED 2022) tenutosi a Ljubljana, Slovenia nel 26 August 2022) [10.5281/zenodo.8009881]. | 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, Ma. - 12139:(2022), p. 81. (Intervento presentato al convegno 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, Vm; Deriu, Ma. - 12139:(2022), p. 80. (Intervento presentato al convegno 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, Syed Taimoor Hussain; Calati, Veronika; Bizzarri, Alessandra; Deriu, Marco Agostino. - ELETTRONICO. - (2022). (Intervento presentato al convegno Neurodevelopmental Impairments in Preterm Children - Computational Advancements (DETERMINED 2022)) [10.5281/zenodo.8009881]. | 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, Ma. - 12139:(2022), p. 60. (Intervento presentato al convegno 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, Enrico; Butera, Gianfranco; Pilati, Mara; Rebonato, Micol; Formigari, Roberto; Verrengia, Marin; Testa, Alberto; Perri, Gianluigi; Morbiducci, Umberto; Deriu, Marco; Galletti, Lorenzo. - 3363:(2022). (Intervento presentato al convegno 1st International Workshop on Neurodevelopmental Impairments in Preterm Children – Computational Advancements, DETERMINED 2022 tenutosi a Ljubljana, Slovenia nel 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, Marcello; Exertier, Cecile; Vallone, Beatrice; Cavaglià, Marco; Deriu, Marco A.. - In: BIOMEDICAL SCIENCE AND ENGINEERING. - ISSN 2531-9892. - ELETTRONICO. - 4:(2021). (Intervento presentato al convegno 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, Eric A.; Cavaglia', Marco; Deriu, Marco A.; Tuszynski, Jacek A.. - ELETTRONICO. - 4:(2021), pp. 123-124. (Intervento presentato al convegno Centro 3R Annual Meeting | September 30th - October 1st nel 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, Michela; D’Ascenzo, Fabrizio; Navarini, Luca; Di Benedetto, Giacomo; Afeltra, Antonella; Giacomelli, Roberto; Deriu, Marco A.. - In: BIOMEDICAL SCIENCE AND ENGINEERING. - ISSN 2531-9892. - 4:(2021). (Intervento presentato al convegno 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, Eric Adriano; Cavaglià, Marco; Deriu, Marco Agostino; Tuszynski, Jacek Adam. - ELETTRONICO. - (2021). (Intervento presentato al convegno 26th Congress of the European Society of Biomechanics tenutosi a Milan (IT) nel 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, Eric A.; Pallante, Lorenzo; Miceli, Marcello; Sztandera, Krzysztof; Bątal, Mateusz; Tuszynski, Jacek A.; Deriu, Marco A.. - ELETTRONICO. - (2021). (Intervento presentato al convegno CANCERTO - NANOSCIENCE IN CANCER IMMUNOTHERAPY nel 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). (Intervento presentato al convegno 26th Congress of the European Society of Biomechanics tenutosi a Milan (IT) nel 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, Marta; Pallante, Lorenzo; Deriu, Marco Agostino. - (2021). (Intervento presentato al convegno 26th Congress of the European Society of Biomechanics). | 1-gen-2021 | Malavolta, MartaPallante, LorenzoDeriu, Marco Agostino | - |
| ULTRASOUND DRIVEN AMYLOID FIBRIL UNFOLDING INVESTIGATED BY MOLECULAR MODELLING / Miceli, Marcello; Muscat, Stefano; Morbiducci, Umberto; Cavaglia', Marco; Deriu, MARCO AGOSTINO. - ELETTRONICO. - (2021), pp. 206-206. (Intervento presentato al convegno 26th Congress of the European Society of Biomechanics tenutosi a Milan (IT) nel July 11-14, 2021). | 1-gen-2021 | Marcello, MiceliStefano, MuscatUmberto, MorbiducciMarco, CavagliàAgostino Marco, Deriu | - |
| 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). (Intervento presentato al convegno CANCERTO - NANOSCIENCE IN CANCER IMMUNOTHERAPY nel March 9–11, 2021) [10.3389/978-2-88966-543-3]. | 1-gen-2021 | Lorenzo PallanteEric Adriano ZizziMarcello MiceliMarco A. Deriu + | CONFERENCE-PROCEEDINGS_compressed.pdf |
| A virtual test bench to study transport phenomena in 3D porous scaffolds using lattice Boltzmann simulations / Pennella, Francesco; Gentile, Piergiorgio; Deriu, MARCO AGOSTINO; Gallo, Diego; Schiavi, Alessandro; Ciardelli, Gianluca; Lorenz, E.; Hoekstra, A. G.; Audenino, Alberto; Morbiducci, Umberto. - (2013). (Intervento presentato al convegno ASME 2013 Summer Bioengineering Conference (SBC2013) tenutosi a Sunriver, Oregon, USA nel June 26-29). | 1-gen-2013 | PENNELLA, FRANCESCOGENTILE, PIERGIORGIODERIU, MARCO AGOSTINOGALLO, DIEGOSCHIAVI, ALESSANDROCIARDELLI, GIANLUCAAUDENINO, AlbertoMORBIDUCCI, UMBERTO + | - |
| Identification of the albumin-carbon nanotube interaction surface by molecular simulations / Deriu, MARCO AGOSTINO; Carbone, Laura; Quaranta, G.; Grasso, G.; Audenino, Alberto; Morbiducci, Umberto. - ELETTRONICO. - (2012). (Intervento presentato al convegno Terzo Congresso del Gruppo Nazionale di Bioingegneria). | 1-gen-2012 | DERIU, MARCO AGOSTINOCARBONE, LAURAAUDENINO, AlbertoMORBIDUCCI, UMBERTO + | - |
| Innovative Microgravity Perfusion Bioreactor for Hydrogel-based Regenerative Medicine / CERINO ABDIN, Giulia; Massai, DIANA NADA CATERINA; Lorusso, Davide; Gallo, Diego; Pennella, Francesco; Deriu, MARCO AGOSTINO; Costantin, Ciobanu; Montevecchi, Franco Maria; Morbiducci, Umberto. - 45(S1):(2012), pp. S659-S659. (Intervento presentato al convegno 18th Congress of the European Society of Biomechanics tenutosi a Lisbon, (P) nel 1-4 July). | 1-gen-2012 | CERINO ABDIN, GIULIAMASSAI, DIANA NADA CATERINALORUSSO, DAVIDEGALLO, DIEGOPENNELLA, FRANCESCODERIU, MARCO AGOSTINOMONTEVECCHI, Franco MariaMORBIDUCCI, UMBERTO + | - |