Archivio Istituzionale della RicercaDERIU, MARCO AGOSTINO
DERIU, MARCO AGOSTINO
Dipartimento di Ingegneria Meccanica e Aerospaziale
017632
An In Silico Investigation of the Molecular Interactions between Volatile Anesthetics and Actin
2024 Truglia, Barbara; Carbone, Nicola; Ghadre, Ibrahim; Vallero, Sara; Zito, Marinella; Zizzi, Eric Adriano; Deriu, Marco Agostino; Tuszynski, Jacek
An innovative artificial intelligence-based method to compress complex models into explainable, model-agnostic and reduced decision support systems with application to healthcare (NEAR)
2024 Kassem, Karim; Sperti, Michela; Cavallo, Andrea; Vergani, Andrea Mario; Fassino, Davide; Moz, Monica; Liscio, Alessandro; Banali, Riccardo; Dahlweid, Michael; Benetti, Luciano; Bruno, Francesco; Gallone, Guglielmo; De Filippo, Ovidio; Iannaccone, Mario; D'Ascenzo, Fabrizio; De Ferrari, Gaetano Maria; Morbiducci, Umberto; Della Valle, Emanuele; Deriu, Marco Agostino
Artificial intelligence-driven prediction of taste perception, molecular mechanisms, and food molecule trajectory
2024 Pallante, Lorenzo; Cannariato, Marco; Vezzulli, Fosca; Lambri, Milena; Deriu, Marco A.
Conformational Dynamics and Molecular Characterization of Alsin MORN Monomer and Dimeric Assemblies
2024 Miceli, Marcello; Cannariato, Marco; Tortarolo, Riccardo; Pallante, Lorenzo; Zizzi, Eric A.; Deriu, Marco A.
Data-driven classification and explainable-AI in the field of lung imaging
2024 Shah, Syed Taimoor Hussain; Shah, Syed Adil Hussain; Khan, Iqra Iqbal; Imran, Atif; Shah, Syed Baqir Hussain; Mehmood, Atif; Qureshi, Shahzad Ahmad; Raza, Mudassar; Di Terlizzi, Angelo; Cavaglià, Marco; Deriu, Marco Agostino
Machine learning approaches to predict TAS2R receptors for bitterants
2024 Ferri, Francesco; Cannariato, Marco; Deriu, Marco Agostino; Pallante, Lorenzo
Multiscale Computational Analysis of the Effect of Taxol on Microtubule Mechanics
2024 Cannariato, Marco; Zizzi, Eric A.; Tuszynski, Jacek A.; Deriu, Marco A.
Predicting multiple taste sensations with a multiobjective machine learning method
2024 Androutsos, Lampros; Pallante, Lorenzo; Bompotas, Agorakis; Stojceski, Filip; Grasso, Gianvito; Piga, Dario; Di Benedetto, Giacomo; Alexakos, Christos; Kalogeras, Athanasios; Theofilatos, Konstantinos; Deriu, Marco A.; Mavroudi, Seferina
VirtuousPocketome: a computational tool for screening protein–ligand complexes to identify similar binding sites
2024 Pallante, Lorenzo; Cannariato, Marco; Androutsos, Lampros; Zizzi, Eric A.; Bompotas, Agorakis; Hada, Xhesika; Grasso, Gianvito; Kalogeras, Athanasios; Mavroudi, Seferina; Di Benedetto, Giacomo; Theofilatos, Konstantinos; Deriu, Marco A.
Automated facial characterization and image retrieval by convolutional neural network
2023 Shah, Syed Taimoor Hussain; Shah, Syed Adil Hussain; Qureshi, Shahzad Ahmad; Di Terlizzi, Angelo; Deriu, Marco Agostino
Cellular uptake of rose bengal is mediated by OATP1B1/1B3 transporters
2023 Sztandera, Krzysztof; Gorzkiewicz, Michał; Zizzi, Eric Adriano; Dybczak, Natalia; Poltorak, Łukasz; Deriu, Marco Agostino; Klajnert-Maculewicz, Barbara
Extraction of physicochemical properties from the fluorescence spectrum with 1D convolutional neural networks: Application to olive oil
2023 Venturini, Francesca; Sperti, Michela; Michelucci, Umberto; Gucciardi, Arnaud; Martos, Vanessa M.; Deriu, Marco A.
Machine Learning Aided Molecular Modelling of Taste to Identify Food Fingerprints
2023 Pallante, Lorenzo; Cannariato, Marco; Vezzulli, Fosca; Malavolta, Marta; Lambri, Milena; Deriu, Marco
Mechanical communication within the microtubule through network‑based analysis of tubulin dynamics
2023 Cannariato, Marco; Zizzi, Eric Adriano; Pallante, Lorenzo; Miceli, Marcello; Deriu, Marco Agostino
MEvA-X: a hybrid multiobjective evolutionary tool using an XGBoost classifier for biomarkers discovery on biomedical datasets
2023 Panagiotopoulos, Konstantinos; Korfiati, Aigli; Theofilatos, Konstantinos; Hurwitz, Peter; Deriu, MARCO AGOSTINO; Mavroudi, Seferina
Toward a holographic brain paradigm: a lipid-centric model of brain functioning
2023 Cavaglià, Marco; Deriu, Marco A.; Tuszynski, Jack A.
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.
A survey on computational taste predictors
2022 Malavolta, Marta; Pallante, Lorenzo; Mavkov, Bojan; Stojceski, Filip; Grasso, Gianvito; Korfiati, Aigli; Mavroudi, Seferina; Kalogeras, Athanasios; Alexakos, Christos; Martos, Vanessa; Amoroso, Daria; Di Benedetto, Giacomo; Piga, Dario; Theofilatos, Konstantinos; Deriu, MARCO AGOSTINO
ALS2-Related Motor Neuron Diseases: From Symptoms to Molecules
2022 Miceli, Marcello; Exertier, Cécile; Cavaglià, Marco; Gugole, Elena; Boccardo, Marta; Rita Casaluci, Rossana; Ceccarelli, Noemi; De Maio, Alessandra; Vallone, Beatrice; Deriu, Marco A.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| An In Silico Investigation of the Molecular Interactions between Volatile Anesthetics and Actin / Truglia, Barbara; Carbone, Nicola; Ghadre, Ibrahim; Vallero, Sara; Zito, Marinella; Zizzi, Eric Adriano; Deriu, Marco Agostino; Tuszynski, Jacek. - In: PHARMACEUTICALS. - ISSN 1424-8247. - ELETTRONICO. - 17:1(2024). [10.3390/ph17010037] | 1-gen-2024 | Truglia, BarbaraGhadre,IbrahimZizzi, Eric AdrianoDeriu, Marco AgostinoTuszynski, Jacek + | pharmaceuticals-17-00037-1.pdf |
| An innovative artificial intelligence-based method to compress complex models into explainable, model-agnostic and reduced decision support systems with application to healthcare (NEAR) / Kassem, Karim; Sperti, Michela; Cavallo, Andrea; Vergani, Andrea Mario; Fassino, Davide; Moz, Monica; Liscio, Alessandro; Banali, Riccardo; Dahlweid, Michael; Benetti, Luciano; Bruno, Francesco; Gallone, Guglielmo; De Filippo, Ovidio; Iannaccone, Mario; D'Ascenzo, Fabrizio; De Ferrari, Gaetano Maria; Morbiducci, Umberto; Della Valle, Emanuele; Deriu, Marco Agostino. - In: ARTIFICIAL INTELLIGENCE IN MEDICINE. - ISSN 0933-3657. - 151:(2024). [10.1016/j.artmed.2024.102841] | 1-gen-2024 | Kassem, KarimSperti, MichelaCavallo, AndreaFassino, DavideMorbiducci, UmbertoDeriu, Marco Agostino + | 1-s2.0-S0933365724000836-main.pdf |
| Artificial intelligence-driven prediction of taste perception, molecular mechanisms, and food molecule trajectory / Pallante, Lorenzo; Cannariato, Marco; Vezzulli, Fosca; Lambri, Milena; Deriu, Marco A.. - In: SCIENCE TALKS. - ISSN 2772-5693. - (2024). [10.1016/j.sctalk.2024.100353] | 1-gen-2024 | Pallante, LorenzoCannariato, MarcoDeriu, Marco A. + | - |
| Conformational Dynamics and Molecular Characterization of Alsin MORN Monomer and Dimeric Assemblies / Miceli, Marcello; Cannariato, Marco; Tortarolo, Riccardo; Pallante, Lorenzo; Zizzi, Eric A.; Deriu, Marco A.. - In: PROTEINS. - ISSN 0887-3585. - (2024). [10.1002/prot.26728] | 1-gen-2024 | Miceli, MarcelloCannariato, MarcoTortarolo, RiccardoPallante, LorenzoZizzi, Eric A.Deriu, Marco A. | Proteins - 2024 - Miceli - Conformational Dynamics and Molecular Characterization of Alsin MORN Monomer and Dimeric.pdf |
| Data-driven classification and explainable-AI in the field of lung imaging / Shah, Syed Taimoor Hussain; Shah, Syed Adil Hussain; Khan, Iqra Iqbal; Imran, Atif; Shah, Syed Baqir Hussain; Mehmood, Atif; Qureshi, Shahzad Ahmad; Raza, Mudassar; Di Terlizzi, Angelo; Cavaglià, Marco; Deriu, Marco Agostino. - In: FRONTIERS IN BIG DATA. - ISSN 2624-909X. - 7:(2024). [10.3389/fdata.2024.1393758] | 1-gen-2024 | Shah, Syed Taimoor HussainShah, Syed Adil HussainCavaglià, MarcoDeriu, Marco Agostino + | fdata-07-1393758.pdf |
| Machine learning approaches to predict TAS2R receptors for bitterants / Ferri, Francesco; Cannariato, Marco; Deriu, Marco Agostino; Pallante, Lorenzo. - In: BIOTECHNOLOGY AND BIOENGINEERING. - ISSN 0006-3592. - (2024). [10.1002/bit.28709] | 1-gen-2024 | Cannariato, MarcoDeriu, Marco AgostinoPallante, Lorenzo + | - |
| Multiscale Computational Analysis of the Effect of Taxol on Microtubule Mechanics / Cannariato, Marco; Zizzi, Eric A.; Tuszynski, Jacek A.; Deriu, Marco A.. - In: ACS BIOMATERIALS SCIENCE & ENGINEERING. - ISSN 2373-9878. - (2024). [10.1021/acsbiomaterials.4c00847] | 1-gen-2024 | Cannariato, MarcoZizzi, Eric A.Tuszynski, Jacek A.Deriu, Marco A. | - |
| Predicting multiple taste sensations with a multiobjective machine learning method / Androutsos, Lampros; Pallante, Lorenzo; Bompotas, Agorakis; Stojceski, Filip; Grasso, Gianvito; Piga, Dario; Di Benedetto, Giacomo; Alexakos, Christos; Kalogeras, Athanasios; Theofilatos, Konstantinos; Deriu, Marco A.; Mavroudi, Seferina. - In: NPJ SCIENCE OF FOOD. - ISSN 2396-8370. - 8:1(2024). [10.1038/s41538-024-00287-6] | 1-gen-2024 | Pallante, LorenzoDeriu, Marco A. + | s41538-024-00287-6.pdf |
| VirtuousPocketome: a computational tool for screening protein–ligand complexes to identify similar binding sites / Pallante, Lorenzo; Cannariato, Marco; Androutsos, Lampros; Zizzi, Eric A.; Bompotas, Agorakis; Hada, Xhesika; Grasso, Gianvito; Kalogeras, Athanasios; Mavroudi, Seferina; Di Benedetto, Giacomo; Theofilatos, Konstantinos; Deriu, Marco A.. - In: SCIENTIFIC REPORTS. - ISSN 2045-2322. - 14:1(2024). [10.1038/s41598-024-56893-7] | 1-gen-2024 | Pallante, LorenzoCannariato, MarcoZizzi, Eric A.Deriu, Marco A. + | s41598-024-56893-7-1.pdf |
| Automated facial characterization and image retrieval by convolutional neural network / Shah, Syed Taimoor Hussain; Shah, Syed Adil Hussain; Qureshi, Shahzad Ahmad; Di Terlizzi, Angelo; Deriu, Marco Agostino. - In: FRONTIERS IN ARTIFICIAL INTELLIGENCE. - ISSN 2624-8212. - ELETTRONICO. - (2023). | 1-gen-2023 | Shah, Syed Taimoor HussainShah, Syed Adil HussainDeriu, Marco Agostino + | frai-06-1230383 (1).pdf |
| Cellular uptake of rose bengal is mediated by OATP1B1/1B3 transporters / Sztandera, Krzysztof; Gorzkiewicz, Michał; Zizzi, Eric Adriano; Dybczak, Natalia; Poltorak, Łukasz; Deriu, Marco Agostino; Klajnert-Maculewicz, Barbara. - In: BIOELECTROCHEMISTRY. - ISSN 1878-562X. - (2023). [10.1016/j.bioelechem.2023.108449] | 1-gen-2023 | Zizzi, Eric AdrianoDeriu, Marco Agostino + | 1-s2.0-S1567539423000865-main.pdf; micromachines-14-00926.pdf |
| Extraction of physicochemical properties from the fluorescence spectrum with 1D convolutional neural networks: Application to olive oil / Venturini, Francesca; Sperti, Michela; Michelucci, Umberto; Gucciardi, Arnaud; Martos, Vanessa M.; Deriu, Marco A.. - In: JOURNAL OF FOOD ENGINEERING. - ISSN 0260-8774. - ELETTRONICO. - 336:(2023), p. 111198. [10.1016/j.jfoodeng.2022.111198] | 1-gen-2023 | Michela SpertiMarco A. Deriu + | Extraction of physicochemical properties from the fluorescence spectrum with 1D convolutional neural networks Application to olive oil.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). (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 |
| Mechanical communication within the microtubule through network‑based analysis of tubulin dynamics / Cannariato, Marco; Zizzi, Eric Adriano; Pallante, Lorenzo; Miceli, Marcello; Deriu, Marco Agostino. - In: BIOMECHANICS AND MODELING IN MECHANOBIOLOGY. - ISSN 1617-7959. - ELETTRONICO. - (2023). [10.1007/s10237-023-01792-5] | 1-gen-2023 | Cannariato, MarcoZizzi, Eric AdrianoPallante, LorenzoMiceli, MarcelloDeriu, Marco Agostino | s10237-023-01792-5.pdf |
| MEvA-X: a hybrid multiobjective evolutionary tool using an XGBoost classifier for biomarkers discovery on biomedical datasets / Panagiotopoulos, Konstantinos; Korfiati, Aigli; Theofilatos, Konstantinos; Hurwitz, Peter; Deriu, MARCO AGOSTINO; Mavroudi, Seferina. - In: BIOINFORMATICS. - ISSN 1367-4811. - 39:7(2023). [10.1093/bioinformatics/btad384] | 1-gen-2023 | Konstantinos PanagiotopoulosMarco Agostino Deriu + | btad384.pdf |
| Toward a holographic brain paradigm: a lipid-centric model of brain functioning / Cavaglià, Marco; Deriu, Marco A.; Tuszynski, Jack A.. - In: FRONTIERS IN NEUROSCIENCE. - ISSN 1662-453X. - 17:(2023), p. 1302519. [10.3389/fnins.2023.1302519] | 1-gen-2023 | Cavaglià, MarcoDeriu, Marco A. + | fnins-17-1302519 (1).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 |
| A survey on computational taste predictors / Malavolta, Marta; Pallante, Lorenzo; Mavkov, Bojan; Stojceski, Filip; Grasso, Gianvito; Korfiati, Aigli; Mavroudi, Seferina; Kalogeras, Athanasios; Alexakos, Christos; Martos, Vanessa; Amoroso, Daria; Di Benedetto, Giacomo; Piga, Dario; Theofilatos, Konstantinos; Deriu, MARCO AGOSTINO. - In: EUROPEAN FOOD RESEARCH AND TECHNOLOGY. - ISSN 1438-2377. - ELETTRONICO. - 248:(2022), pp. 2215-2235. [10.1007/s00217-022-04044-5] | 1-gen-2022 | Lorenzo PallanteMarco Agostino Deriu + | s00217-022-04044-5.pdf |
| ALS2-Related Motor Neuron Diseases: From Symptoms to Molecules / Miceli, Marcello; Exertier, Cécile; Cavaglià, Marco; Gugole, Elena; Boccardo, Marta; Rita Casaluci, Rossana; Ceccarelli, Noemi; De Maio, Alessandra; Vallone, Beatrice; Deriu, Marco A.. - In: BIOLOGY. - ISSN 2079-7737. - 11:1(2022), p. 77. [10.3390/biology11010077] | 1-gen-2022 | Marcello MiceliMarco CavagliàMarco A. Deriu + | biology-11-00077-v2.pdf |