Archivio Istituzionale della RicercaDERIU, MARCO AGOSTINO
DERIU, MARCO AGOSTINO
Dipartimento di Ingegneria Meccanica e Aerospaziale
017632
Artificial intelligence coupled with the Internet of Things targeting neurodevelopmental challenges in preterm neonates
2025 Shah, SYED TAIMOOR HUSSAIN; Shah, SYED ADIL HUSSAIN; Panagiotopoulos, Konstantinos; Pigueiras-del-Real, Janet; Qayyum, Kainat; Baqir Hussain Shah, Syed; Ahmad Qureshi, Shahzad; Di Terlizzi, Angelo; Di Benedetto &, Giacomo; Deriu, MARCO AGOSTINO
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
Improving Biomedical Image Pattern Identification by Deep B4‐GraftingNet: Application to Pneumonia Detection
2025 Shah, Syed Adil Hussain; Shah, Syed Taimoor Hussain; Muiz Fayyaz, Abdul; Baqir Hussain Shah, Syed; Yasmin, Mussarat; Raza, Mudassar; Di Terlizzi, Angelo; Deriu, Marco Agostino
Mediapipe based Preprocessed VGGFace2 Dataset
2025 Shah, Syed Taimoor Hussain; Shah, Syed Adil Hussain; Zamir, Ammara; Qayyum, Kainat; Shah, Syed Baqir Hussain; Fatima, Syeda Maryam; Deriu, Marco Agostino
Molecular interactions driving the complexation of rose bengal by triazine-carbosilane dendrons
2025 Zizzi, Eric Adriano; Sztandera, Krzysztof; Gorzkiewicz, Michał; Buczkowski, Adam; Apartsin, Evgeny; Deriu, Marco Agostino; Klajnert-Maculewicz, Barbara
On the Horizon: What’s Next for Endodontics
2025 Isufi, Almira; Deriu, Marco Agostino; Shah, Syed Taimoor Hussain; Pasqualini, Damiano
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.
Cultivated meat beyond bans: Ten remarks from the Italian case toward a reasoned decision-making process
2024 Antonio Fino, Michele; Anza`, Bruna; Bairati, Lorenzo; Bertini, Ilaria; Biolatti, Bartolomeo; Biressi, Stefano; Tiziana Cannizzo, Francesca; Cavallarin, Laura; Conti, Luciano; Deriu, Marco; Gargioli, Cesare; Loera, Barbara; Lo Sapio, Luca; Marchisio, Daniele; Pallante, Lorenzo; Stano, Simona; Torri, Luisa; Bertero, Alessandro; Massai, Diana
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
Explainable AI-Based Skin Cancer Detection Using CNN, Particle Swarm Optimization and Machine Learning
2024 Shah, SYED ADIL HUSSAIN; Shah, SYED TAIMOOR HUSSAIN; Khaled, Roa’A; Buccoliero, Andrea; Baqir Hussain Shah, Syed; Di Terlizzi, Angelo; DI BENEDETTO, Giacomo; Deriu, MARCO AGOSTINO
Exploring TAS2R46 biomechanics through molecular dynamics and network analysis
2024 Cannariato, Marco; Fanunza, Riccardo; Zizzi, Eric A.; Miceli, Marcello; Di Benedetto, Giacomo; Deriu, Marco A.; Pallante, Lorenzo
Intelligenza Artificiale In Sanità: Proposta Di Una Nuova Metodologia Medico-legale In Materia Di Responsabilita Medica
2024 Cecchi, Rossana; Calabrò, Francesco; Haja, Tudor Mihai; Sperti, Michela; Zizzi, Eric Adriano; Deriu, Marco Agostino
Machine learning approaches to predict TAS2R receptors for bitterants
2024 Ferri, Francesco; Cannariato, Marco; Deriu, Marco Agostino; Pallante, Lorenzo
Mechanical communication within the microtubule through network‑based analysis of tubulin dynamics
2024 Cannariato, Marco; Zizzi, Eric Adriano; Pallante, Lorenzo; Miceli, Marcello; Deriu, Marco Agostino
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.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Artificial intelligence coupled with the Internet of Things targeting neurodevelopmental challenges in preterm neonates / Shah, SYED TAIMOOR HUSSAIN; Shah, SYED ADIL HUSSAIN; Panagiotopoulos, Konstantinos; Pigueiras-del-Real, Janet; Qayyum, Kainat; Baqir Hussain Shah, Syed; Ahmad Qureshi, Shahzad; Di Terlizzi, Angelo; Di Benedetto &, Giacomo; Deriu, MARCO AGOSTINO. - In: JOURNAL OF MULTISCALE NEUROSCIENCE. - ISSN 2653-4983. - 4:1(2025). [10.56280/1680389540] | 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 / 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. - (2025), pp. -1. (Intervento presentato al convegno 2025 IEEE Medical Measurements & Applications (MeMeA) tenutosi a Chania, Greece) [10.1109/memea65319.2025.11068008]. | 1-gen-2025 | Syed Taimoor Hussain ShahSyed Adil Hussain ShahKonstantinos PanagiotopoulosMarco Agostino Deriu + | - |
| Improving Biomedical Image Pattern Identification by Deep B4‐GraftingNet: Application to Pneumonia Detection / Shah, Syed Adil Hussain; Shah, Syed Taimoor Hussain; Muiz Fayyaz, Abdul; Baqir Hussain Shah, Syed; Yasmin, Mussarat; Raza, Mudassar; Di Terlizzi, Angelo; Deriu, Marco Agostino. - In: IET IMAGE PROCESSING. - ISSN 1751-9659. - 19:1(2025), pp. 1-18. [10.1049/ipr2.70064] | 1-gen-2025 | Syed Adil Hussain ShahSyed Taimoor Hussain ShahMarco Agostino Deriu + | IET Image Processing - 2025 - Shah - Improving Biomedical Image Pattern Identification by Deep B4‐GraftingNet Application.pdf |
| Mediapipe based Preprocessed VGGFace2 Dataset / Shah, Syed Taimoor Hussain; Shah, Syed Adil Hussain; Zamir, Ammara; Qayyum, Kainat; Shah, Syed Baqir Hussain; Fatima, Syeda Maryam; Deriu, Marco Agostino. - (2025). [10.5281/ZENODO.15078557] | 1-gen-2025 | Shah, Syed Taimoor HussainShah, Syed Adil HussainDeriu, Marco Agostino + | - |
| Molecular interactions driving the complexation of rose bengal by triazine-carbosilane dendrons / Zizzi, Eric Adriano; Sztandera, Krzysztof; Gorzkiewicz, Michał; Buczkowski, Adam; Apartsin, Evgeny; Deriu, Marco Agostino; Klajnert-Maculewicz, Barbara. - In: NANOSCALE. - ISSN 2040-3372. - ELETTRONICO. - 17:3(2025), pp. 1433-1448. [10.1039/d4nr02335h] | 1-gen-2025 | Zizzi,Eric AdrianoDeriu,Marco Agostino + | d4nr02335h.pdf |
| On the Horizon: What’s Next for Endodontics / Isufi, Almira; Deriu, Marco Agostino; Shah, Syed Taimoor Hussain; Pasqualini, Damiano. - In: DENTAL CLINICS OF NORTH AMERICA. - ISSN 0011-8532. - (2025), pp. -1. [10.1016/j.cden.2025.05.007] | 1-gen-2025 | Marco Agostino DeriuSyed Taimoor Hussain Shah + | - |
| 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 |
| Cultivated meat beyond bans: Ten remarks from the Italian case toward a reasoned decision-making process / Antonio Fino, Michele; Anza`, Bruna; Bairati, Lorenzo; Bertini, Ilaria; Biolatti, Bartolomeo; Biressi, Stefano; Tiziana Cannizzo, Francesca; Cavallarin, Laura; Conti, Luciano; Deriu, Marco; Gargioli, Cesare; Loera, Barbara; Lo Sapio, Luca; Marchisio, Daniele; Pallante, Lorenzo; Stano, Simona; Torri, Luisa; Bertero, Alessandro; Massai, Diana. - In: ONE EARTH. - ISSN 2590-3322. - ELETTRONICO. - 7:12(2024), pp. 2108-2111. [10.1016/j.oneear.2024.11.002] | 1-gen-2024 | Bruna Anza`Marco DeriuDaniele MarchisioLorenzo PallanteDiana Massai + | 2024_Fino_CultivatedMeatBeyondBans.pdf; 2023 CC BY JPLA.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 |
| Explainable AI-Based Skin Cancer Detection Using CNN, Particle Swarm Optimization and Machine Learning / Shah, SYED ADIL HUSSAIN; Shah, SYED TAIMOOR HUSSAIN; Khaled, Roa’A; Buccoliero, Andrea; Baqir Hussain Shah, Syed; Di Terlizzi, Angelo; DI BENEDETTO, Giacomo; Deriu, MARCO AGOSTINO. - In: JOURNAL OF IMAGING. - ISSN 2313-433X. - 10:12(2024). [10.3390/jimaging10120332] | 1-gen-2024 | Syed Adil Hussain ShahSyed Taimoor Hussain ShahGiacomo Di BenedettoMarco Agostino Deriu + | jimaging-10-00332-v2.pdf |
| Exploring TAS2R46 biomechanics through molecular dynamics and network analysis / Cannariato, Marco; Fanunza, Riccardo; Zizzi, Eric A.; Miceli, Marcello; Di Benedetto, Giacomo; Deriu, Marco A.; Pallante, Lorenzo. - In: FRONTIERS IN MOLECULAR BIOSCIENCES. - ISSN 2296-889X. - 11:(2024). [10.3389/fmolb.2024.1473675] | 1-gen-2024 | Cannariato, MarcoZizzi, Eric A.Miceli, MarcelloDeriu, Marco A.Pallante, Lorenzo + | fmolb-1-1473675-1.pdf |
| Intelligenza Artificiale In Sanità: Proposta Di Una Nuova Metodologia Medico-legale In Materia Di Responsabilita Medica / Cecchi, Rossana; Calabrò, Francesco; Haja, Tudor Mihai; Sperti, Michela; Zizzi, Eric Adriano; Deriu, Marco Agostino. - In: RIVISTA ITALIANA DI MEDICINA LEGALE E DEL DIRITTO IN CAMPO SANITARIO. - ISSN 2499-2860. - STAMPA. - 3-4:(2024), pp. 441-462. | 1-gen-2024 | Sperti, MichelaZizzi, Eric AdrianoDeriu, Marco Agostino + | R.P. e I.A. RIML.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 + | - |
| 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. - (2024). [10.1007/s10237-023-01792-5] | 1-gen-2024 | Cannariato, MarcoZizzi, Eric AdrianoPallante, LorenzoMiceli, MarcelloDeriu, Marco Agostino | s10237-023-01792-5.pdf |
| 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. - 10:9(2024), pp. 5666-5674. [10.1021/acsbiomaterials.4c00847] | 1-gen-2024 | Cannariato, MarcoZizzi, Eric A.Tuszynski, Jacek A.Deriu, Marco A. | cannariato-et-al-2024-multiscale-computational-analysis-of-the-effect-of-taxol-on-microtubule-mechanics.pdf |
| 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 |