Archivio Istituzionale della RicercaDERIU, MARCO AGOSTINO
DERIU, MARCO AGOSTINO
Dipartimento di Ingegneria Meccanica e Aerospaziale
017632
Artificial intelligence in healthcare: Proposal for a new medico-legal methodology in medical liability
2026 Cecchi, Rossana; Calabrò, Francesco; Camatti, Jessika; Santunione, Anna Laura; Sperti, Michela; Zizzi, Eric Adriano; Deriu, Agostino Marco
B2-GraftingNet: A Hybrid Deep-Machine Learning Framework with Explainable AI for Automated Grape Leaf Disease Detection
2026 Baqir Hussain Shah, Syed; Naseer, Farwa; Shah, Syed Adil Hussain; Razzaq, Kashif; Javed, Tahir; Asghar, Qandeel; Zaidi, Gohar Bano; Di Benedetto, Giacomo; Shah, Syed Taimoor Hussain; Bilal Hussain, Syed; Deriu, Marco Agostino
Explainable Machine Learning and Deep Learning Models for Predicting TAS2R-Bitter Molecule Interactions
2026 Ferri, Francesco; Cannariato, Marco; Pallante, Lorenzo; Zizzi, Eric A.; Miceli, Marcello; Deriu, Marco A.
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
Adverse cardiovascular events in coronary Plaques not undeRgoing pErcutaneous coronary intervention evaluateD with optIcal Coherence Tomography. The PREDICT-AI risk model.
2025 Bruno, Francesco; Immobile Molaro, Maddalena; Sperti, Michela; Bianchini, Francesco; Chu, Miao; Cardaci, Camilla; Wańha, Wojciech; Gasior, Pawel; Zecchino, Simone; Pavani, Marco; Vergallo, Rocco; Biscaglia, Simone; Cerrato, Enrico; Gabrio Secco, Gioel; Mennuni, Marco; Mancone, Massimo; De Filippo, Ovidio; Mattesini, Alessio; Canova, Paolo; Boi, Alberto; Ugo, Fabrizio; Scarsini, Roberto; Costa, Francesco; Fabris, Enrico; Campo, Gianluca; Wojakowski, Wojtek; Morbiducci, Umberto; Deriu, Marco; Tu, Shengxian; Piccolo, Raffaele; D'Ascenzo, Fabrizio; Chiastra, Claudio; Burzotta, Francesco
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
Architecture-encoded mechanics and communication in microtubules: a multiscale computational study
2025 Zizzi, Eric Adriano; Cannariato, Marco; Miceli, Marcello; Morbiducci, Umberto; Deriu, Marco Agostino
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
Artificial Intelligence-based Approaches for Characterizing Plaque Components From Intravascular Optical Coherence Tomography Imaging: Integration Into Clinical Decision Support Systems
2025 Sperti, Michela; Cardaci, Camilla; Bruno, Francesco; Shah, Syed Taimoor Hussain; Panagiotopoulos, Konstantinos; Kassem, Karim; De Nisco, Giuseppe; 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
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
Investigating brain connectivity from a signal processing perspective
2025 Tsipourakis, Alexandra; 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 Insights into IAHSP: Influence of the R1611W Mutation on the VPS9 Domain of Alsin
2025 Miceli, Marcello; Exertier, Cécile; Gugole, Elena; Vallone, Beatrice; 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.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Artificial intelligence in healthcare: Proposal for a new medico-legal methodology in medical liability / Cecchi, R., Calabrò, F., Camatti, J., Santunione, A.L., Sperti, M., Zizzi, E.A., Deriu, A.M.. - In: LEGAL MEDICINE. - ISSN 1344-6223. - ELETTRONICO. - 80:(2026). [10.1016/j.legalmed.2025.102764] | 1-gen-2026 | Sperti, MichelaZizzi, Eric AdrianoDeriu, Agostino Marco + | 1-s2.0-S1344622325001981-main.pdf |
| B2-GraftingNet: A Hybrid Deep-Machine Learning Framework with Explainable AI for Automated Grape Leaf Disease Detection / Baqir Hussain Shah, S., Naseer, F., Shah, S.A.H., Razzaq, K., Javed, T., Asghar, Q., Zaidi, G.B., Di Benedetto, G., Shah, S.T.H., Bilal Hussain, S., Deriu, M.A.. - In: ICCK JOURNAL OF IMAGE ANALYSIS AND PROCESSING. - ISSN 3068-6679. - 2:1(2026), pp. 27-52. [10.62762/JIAP.2026.937901] | 1-gen-2026 | Syed Adil Hussain ShahGohar Bano ZaidiGiacomo Di BenedettoSyed Taimoor Hussain ShahMarco Agostino Deriu + | JIAP-vleGFbKfxqBghnq1R.pdf |
| Explainable Machine Learning and Deep Learning Models for Predicting TAS2R-Bitter Molecule Interactions / Ferri, F., Cannariato, M., Pallante, L., Zizzi, E.A., Miceli, M., Deriu, M.A.. - In: JOURNAL OF MOLECULAR GRAPHICS & MODELLING. - ISSN 1093-3263. - 142:(2026). [10.1016/j.jmgm.2025.109187] | 1-gen-2026 | Cannariato, MarcoPallante, LorenzoZizzi, Eric A.Miceli, MarcelloDeriu, Marco A. + | 1-s2.0-S1093326325002475-main.pdf |
| 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 + | - |
| Adverse cardiovascular events in coronary Plaques not undeRgoing pErcutaneous coronary intervention evaluateD with optIcal Coherence Tomography. The PREDICT-AI risk model / Bruno, F., Immobile Molaro, M., Sperti, M., Bianchini, F., Chu, M., Cardaci, C., Wańha, W., Gasior, P., Zecchino, S., Pavani, M., Vergallo, R., Biscaglia, S., Cerrato, E., Gabrio Secco, G., Mennuni, M., Mancone, M., De Filippo, O., Mattesini, A., Canova, P., Boi, A., et al.. - In: OPEN HEART. - ISSN 2053-3624. - 12:2(2025), pp. 1-7. [10.1136/openhrt-2025-003389] | 1-gen-2025 | Michela SpertiCamilla CardaciMarco PavaniUmberto MorbiducciMarco DeriuFabrizio D'AscenzoClaudio Chiastra + | 2025_Bruno_Adverse cardiovascular events in coronary Plaques not undeRgoing pErcutaneous coronary intervention evaluateD with optIcal Coherence Tomography. The PREDICT-AI risk model.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 |
| Architecture-encoded mechanics and communication in microtubules: a multiscale computational study / Zizzi, E.A., Cannariato, M., Miceli, M., Morbiducci, U., Deriu, M.A.. - In: JOURNAL OF THE ROYAL SOCIETY INTERFACE. - ISSN 1742-5662. - ELETTRONICO. - 22:233(2025). [10.1098/rsif.2025.0556] | 1-gen-2025 | Zizzi, Eric AdrianoCannariato, MarcoMiceli, MarcelloMorbiducci, UmbertoDeriu, Marco Agostino | Manuscript_Final_clean.pdf |
| Artificial intelligence coupled with the Internet of Things targeting neurodevelopmental challenges in preterm neonates / Shah, S.T.H., Shah, S.A.H., Panagiotopoulos, K., Pigueiras-del-Real, J., Qayyum, K., Baqir Hussain Shah, S., Ahmad Qureshi, S., Di Terlizzi, A., Di Benedetto, G., Deriu, M.A.. - In: JOURNAL OF MULTISCALE NEUROSCIENCE. - ISSN 2653-4983. - 4:1(2025), pp. 32-56. [10.56280/1680389540] | 1-gen-2025 | Syed Taimoor Hussain ShahSyed Adil Hussain ShahKonstantinos PanagiotopoulosGiacomo Di BenedettoMarco Agostino Deriu + | 3 jmn4(1)_Marco.pdf |
| Artificial Intelligence-based Approaches for Characterizing Plaque Components From Intravascular Optical Coherence Tomography Imaging: Integration Into Clinical Decision Support Systems / Sperti, M., Cardaci, C., Bruno, F., Shah, S.T.H., Panagiotopoulos, K., Kassem, K., De Nisco, G., Morbiducci, U., Piccolo, R., Burzotta, F., D’Ascenzo, F., Deriu, M.A., Chiastra, C.. - In: REVIEWS IN CARDIOVASCULAR MEDICINE. - ISSN 1530-6550. - 26:7(2025), pp. 1-23. [10.31083/RCM39210] | 1-gen-2025 | Michela SpertiCamilla CardaciSyed Taimoor Hussain ShahKonstantinos PanagiotopoulosKarim KassemGiuseppe De NiscoUmberto MorbiducciFabrizio D’AscenzoMarco Agostino DeriuClaudio Chiastra + | 7dcd8a65b5767ff9bbfad221b510aeb1.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 |
| Improving Biomedical Image Pattern Identification by Deep B4‐GraftingNet: Application to Pneumonia Detection / Shah, S.A.H., Shah, S.T.H., Muiz Fayyaz, A., Baqir Hussain Shah, S., Yasmin, M., Raza, M., Di Terlizzi, A., Deriu, M.A.. - 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 |
| Investigating brain connectivity from a signal processing perspective / Tsipourakis, Alexandra; Deriu, Marco Agostino. - In: JOURNAL OF MULTISCALE NEUROSCIENCE. - ISSN 2653-4983. - 4:2(2025), pp. 147-157. [10.56280/1702827275] | 1-gen-2025 | Alexandra TsipourakisMarco Agostino Deriu | article_TsipourakisDeriu.pdf |
| Mediapipe based Preprocessed VGGFace2 Dataset / Shah, S.T.H., Shah, S.A.H., Zamir, A., Qayyum, K., Shah, S.B.H., Fatima, S.M., Deriu, M.A.. - (2025). [10.5281/ZENODO.15078557] | 1-gen-2025 | Shah, Syed Taimoor HussainShah, Syed Adil HussainDeriu, Marco Agostino + | Zenodo Published Dataset.pdf |
| Molecular Insights into IAHSP: Influence of the R1611W Mutation on the VPS9 Domain of Alsin / Miceli, M., Exertier, C., Gugole, E., Vallone, B., Deriu, M.A.. - In: ACS OMEGA. - ISSN 2470-1343. - 10:45(2025), pp. 54138-54147. [10.1021/acsomega.5c05926] | 1-gen-2025 | Miceli, MarcelloDeriu, Marco Agostino + | miceli 2025.pdf |
| Molecular interactions driving the complexation of rose bengal by triazine-carbosilane dendrons / Zizzi, E.A., Sztandera, K., Gorzkiewicz, M., Buczkowski, A., Apartsin, E., Deriu, M.A., Klajnert-Maculewicz, B.. - 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, A., Deriu, M.A., Shah, S.T.H., Pasqualini, D.. - In: DENTAL CLINICS OF NORTH AMERICA. - ISSN 0011-8532. - 69:4(2025), pp. 603-616. [10.1016/j.cden.2025.05.007] | 1-gen-2025 | Marco Agostino DeriuSyed Taimoor Hussain Shah + | PIIS0011853225000394.pdf |
| An In Silico Investigation of the Molecular Interactions between Volatile Anesthetics and Actin / Truglia, B., Carbone, N., Ghadre, I., Vallero, S., Zito, M., Zizzi, E.A., Deriu, M.A., Tuszynski, J.. - 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, K., Sperti, M., Cavallo, A., Vergani, A.M., Fassino, D., Moz, M., Liscio, A., Banali, R., Dahlweid, M., Benetti, L., Bruno, F., Gallone, G., De Filippo, O., Iannaccone, M., D'Ascenzo, F., De Ferrari, G.M., Morbiducci, U., Della Valle, E., Deriu, M.A.. - 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, M., Cannariato, M., Tortarolo, R., Pallante, L., Zizzi, E.A., Deriu, M.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 |