Archivio Istituzionale della RicercaKASSEM, KARIM
KASSEM, KARIM
Dipartimento di Ingegneria Meccanica e Aerospaziale
105778
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
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
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
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| 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 + | - |
| 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 |
| 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 |