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.
Machine learning approaches to predict TAS2R receptors for bitterants
2024 Ferri, Francesco; Cannariato, Marco; Deriu, Marco Agostino; Pallante, Lorenzo
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.
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.
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.
Alteration of Consciousness by Anaesthetics: A Multiscale Modulation from the Molecular to the Systems Level
2022 Cavaglià, Marco; Zizzi, Eric; Dombrowski, Stephen; Deriu, Marco A.; Tuszynski, Jacek
Alteration of lipid bilayer mechanics by volatile anesthetics: insights from μs-long molecular dynamics simulations
2022 Zizzi, Eric A.; Cavaglia', Marco; Tuszynski, Jacek A.; Deriu, Marco A.
Cardiovascular risk prediction: from classical statistical methods to machine learning approaches
2022 Sperti, Michela; Malavolta, Marta; STAUNOVO POLACCO, Federica; Dellavalle, Annalisa; Ruggieri, Rossella; Bergia, Sara; Fazio, Alice; Santoro, Carmine; Deriu, Marco A.
Fungi, P-Solubilization, and Plant Nutrition
2022 Vassileva, Maria; Mendes, Gilberto; Deriu, Marco; Benedetto, Giacomo; Flor-Peregrin, Elena; Mocali, Stefano; Martos, Vanessa; Vassilev, Nikolay
Genetic signature of differentiated thyroid carcinoma susceptibility: a machine learning approach
2022 Brigante, Giulia; Lazzaretti, Clara; Paradiso, Elia; Nuzzo, Federico; Sitti, Martina; Tüttelmann, Frank; Moretti, Gabriele; Silvestri, Roberto; Gemignani, Federica; Försti, Asta; Hemminki, Kari; Elisei, Rossella; Romei, Cristina; Zizzi, Eric Adriano; Deriu, Marco Agostino; Simoni, Manuela; Landi, Stefano; Casarini, Livio
In Silico Analysis of the Multi-Targeted Mode of Action of Ivermectin and Related Compounds
2022 Aminpour, Maral; Cannariato, Marco; Preto, Jordane; Ehsan Safaeeardebili, M.; Moracchiato, Alexia; Doria, Domiziano; Donato, FRANCESCA DONATELLA; Zizzi, ERIC ADRIANO; Deriu, MARCO AGOSTINO; Scheim, David E.; Santin, Alessandro D.; Tuszynski, JACEK ADAM
In silico investigation of Alsin RLD conformational dynamics and phosphoinositides binding mechanism
2022 Cannariato, Marco; Miceli, Marcello; Deriu, MARCO AGOSTINO
| 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. + | - |
| 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 + | - |
| 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. + | - |
| 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 |
| 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 |
| 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 |
| Alteration of Consciousness by Anaesthetics: A Multiscale Modulation from the Molecular to the Systems Level / Cavaglià, Marco; Zizzi, Eric; Dombrowski, Stephen; Deriu, Marco A.; Tuszynski, Jacek. - In: JOURNAL OF CONSCIOUSNESS STUDIES. - ISSN 1355-8250. - STAMPA. - 29:5-6(2022), pp. 21-49. [10.53765/20512201.29.5.021] | 1-gen-2022 | Cavaglià, MarcoZizzi, EricDeriu, Marco A.Tuszynski, Jacek + | Tuzsynski_JCS_Author_Proof.pdf; AnesthesiaConsciousness_V14.pdf |
| Alteration of lipid bilayer mechanics by volatile anesthetics: insights from μs-long molecular dynamics simulations / Zizzi, Eric A.; Cavaglia', Marco; Tuszynski, Jacek A.; Deriu, Marco A.. - In: ISCIENCE. - ISSN 2589-0042. - ELETTRONICO. - (2022). [10.1016/j.isci.2022.103946] | 1-gen-2022 | Eric A. ZizziMarco CavagliàJacek A. TuszynskiMarco A. Deriu | 1-s2.0-S2589004222002164-main.pdf; PIIS2589004222002164.pdf |
| Cardiovascular risk prediction: from classical statistical methods to machine learning approaches / Sperti, Michela; Malavolta, Marta; STAUNOVO POLACCO, Federica; Dellavalle, Annalisa; Ruggieri, Rossella; Bergia, Sara; Fazio, Alice; Santoro, Carmine; Deriu, Marco A.. - In: MINERVA CARDIOLOGY AND ANGIOLOGY. - ISSN 2724-5683. - 70:1(2022). [10.23736/S2724-5683.21.05868-3] | 1-gen-2022 | SPERTI, MichelaMALAVOLTA, MartaDERIU, Marco A. + | Post-print.pdf |
| Fungi, P-Solubilization, and Plant Nutrition / Vassileva, Maria; Mendes, Gilberto; Deriu, Marco; Benedetto, Giacomo; Flor-Peregrin, Elena; Mocali, Stefano; Martos, Vanessa; Vassilev, Nikolay. - In: MICROORGANISMS. - ISSN 2076-2607. - 10:9(2022), p. 1716. [10.3390/microorganisms10091716] | 1-gen-2022 | Marco DeriuGiacomo Benedetto + | microorganisms-10-01716.pdf |
| Genetic signature of differentiated thyroid carcinoma susceptibility: a machine learning approach / Brigante, Giulia; Lazzaretti, Clara; Paradiso, Elia; Nuzzo, Federico; Sitti, Martina; Tüttelmann, Frank; Moretti, Gabriele; Silvestri, Roberto; Gemignani, Federica; Försti, Asta; Hemminki, Kari; Elisei, Rossella; Romei, Cristina; Zizzi, Eric Adriano; Deriu, Marco Agostino; Simoni, Manuela; Landi, Stefano; Casarini, Livio. - In: EUROPEAN THYROID JOURNAL. - ISSN 2235-0640. - ELETTRONICO. - 11:5(2022). [10.1530/ETJ-22-0058] | 1-gen-2022 | Zizzi, Eric AdrianoDeriu, Marco Agostino + | ACCEPTED_[22350802 - European Thyroid Journal] Genetic signature of differentiated thyroid carcinoma susceptibility a machine learning approach.pdf; 2235-0802-ETJ-22-0058.pdf |
| In Silico Analysis of the Multi-Targeted Mode of Action of Ivermectin and Related Compounds / Aminpour, Maral; Cannariato, Marco; Preto, Jordane; Ehsan Safaeeardebili, M.; Moracchiato, Alexia; Doria, Domiziano; Donato, FRANCESCA DONATELLA; Zizzi, ERIC ADRIANO; Deriu, MARCO AGOSTINO; Scheim, David E.; Santin, Alessandro D.; Tuszynski, JACEK ADAM. - In: COMPUTATION. - ISSN 2079-3197. - ELETTRONICO. - 10:4(2022), p. 51. [10.3390/computation10040051] | 1-gen-2022 | Marco CannariatoAlexia MoracchiatoDomiziano DoriaFrancesca DonatoEric Adriano ZizziMarco Agostino DeriuJacek Adam Tuszynski + | computation-10-00051.pdf |
| In silico investigation of Alsin RLD conformational dynamics and phosphoinositides binding mechanism / Cannariato, Marco; Miceli, Marcello; Deriu, MARCO AGOSTINO. - In: PLOS ONE. - ISSN 1932-6203. - ELETTRONICO. - 17:7(2022), pp. 1-15. [10.1371/journal.pone.0270955] | 1-gen-2022 | Marco CannariatoMarcello MiceliMarco Agostino Deriu | In silico investigation of Alsin RLD conformational dynamics and phosphoinositides binding mechanism _ PLOS ONE.pdf |