Archivio Istituzionale della RicercaDERIU, MARCO AGOSTINO
DERIU, MARCO AGOSTINO
Dipartimento di Ingegneria Meccanica e Aerospaziale
017632
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
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
Explainable Machine Learning and Deep Learning Models for Predicting TAS2R-Bitter Molecule Interactions
2025 Ferri, Francesco; Cannariato, Marco; Pallante, Lorenzo; Zizzi, Eric A.; Miceli, Marcello; Deriu, Marco A.
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 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
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Adverse cardiovascular events in coronary Plaques not undeRgoing pErcutaneous coronary intervention evaluateD with optIcal Coherence Tomography. The PREDICT-AI risk model / 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. - 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, 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. - (2025). (Intervento presentato al convegno IX Congress of the National Group of Bioengineering (GNB 2025) tenutosi a Palermo (Ita) nel 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 |
| 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 + | - |
| Artificial Intelligence-based Approaches for Characterizing Plaque Components From Intravascular Optical Coherence Tomography Imaging: Integration Into Clinical Decision Support Systems / 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. - 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, 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 + | - |
| Explainable Machine Learning and Deep Learning Models for Predicting TAS2R-Bitter Molecule Interactions / Ferri, Francesco; Cannariato, Marco; Pallante, Lorenzo; Zizzi, Eric A.; Miceli, Marcello; Deriu, Marco A.. - In: JOURNAL OF MOLECULAR GRAPHICS & MODELLING. - ISSN 1093-3263. - (2025). [10.1016/j.jmgm.2025.109187] | 1-gen-2025 | Cannariato, MarcoPallante, LorenzoZizzi, Eric A.Miceli, MarcelloDeriu, Marco A. + | - |
| 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 |
| 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 | - |
| 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 |