Archivio Istituzionale della RicercaSPERTI, MICHELA
SPERTI, MICHELA
Dipartimento di Ingegneria Meccanica e Aerospaziale
060809
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
Understanding the learning mechanism of convolutional neural network applied to fluorescence spectra
2023 Venturini, F.; Michelucci, U.; Sperti, M.; Gucciardi, A.; Deriu, M. A.
Chemical analysis of olive oils from fluorescence spectra thanks to one-dimensional convolutional neural networks
2022 Sperti, M; Michelucci, U; Venturini, F; Gucciardi, A; Deriu, Ma
Compact optical fluorescence sensor for food quality control using artificial neural networks: application to olive oil
2022 Gucciardi, A; Michelucci, U; Venturini, F; Sperti, M; Martos, Vm; Deriu, Ma
One-dimensional convolutional neural networks design for fluorescence spectroscopy with prior knowledge: explainability techniques applied to olive oil fluorescence spectra
2022 Venturini, F; Michelucci, U; Sperti, M; Gucciardi, A; Deriu, Ma
Machine learning approaches as an alternative to traditional statistical methods in cardiovascular risk prediction
2021 Sperti, Michela; D’Ascenzo, Fabrizio; Navarini, Luca; Di Benedetto, Giacomo; Afeltra, Antonella; Giacomelli, Roberto; Deriu, Marco A.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| 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 |
| Understanding the learning mechanism of convolutional neural network applied to fluorescence spectra / Venturini, F., Michelucci, U., Sperti, M., Gucciardi, A., Deriu, M.A.. - 12438:(2023), p. 50. (SPIE OPTO, 2023 ) [10.1117/12.2647809]. | 1-gen-2023 | Sperti M.Deriu M. A. + | 124380O.pdf |
| Chemical analysis of olive oils from fluorescence spectra thanks to one-dimensional convolutional neural networks / Sperti, M., Michelucci, U., Venturini, F., Gucciardi, A., Deriu, M.a.. - 12139:(2022), p. 81. (SPIE Photonics Europe ) [10.1117/12.2621666]. | 1-gen-2022 | Sperti, MDeriu, MA + | Proceeding_SPIE_2022___Comparison_FFNN_CNN.pdf |
| Compact optical fluorescence sensor for food quality control using artificial neural networks: application to olive oil / Gucciardi, A., Michelucci, U., Venturini, F., Sperti, M., Martos, V.m., Deriu, M.a.. - 12139:(2022), p. 80. (SPIE Photonics Europe ) [10.1117/12.2621588]. | 1-gen-2022 | Sperti, MDeriu, MA + | Proceeding_SPIE_2022___Classification.pdf |
| One-dimensional convolutional neural networks design for fluorescence spectroscopy with prior knowledge: explainability techniques applied to olive oil fluorescence spectra / Venturini, F., Michelucci, U., Sperti, M., Gucciardi, A., Deriu, M.a.. - 12139:(2022), p. 60. (SPIE Photonics Europe ) [10.1117/12.2621646]. | 1-gen-2022 | Sperti, MDeriu, MA + | Proceeding_SPIE_2022___Feature_maps_and_explainability.pdf |
| Machine learning approaches as an alternative to traditional statistical methods in cardiovascular risk prediction / Sperti, M., D’Ascenzo, F., Navarini, L., Di Benedetto, G., Afeltra, A., Giacomelli, R., Deriu, M.A.. - In: BIOMEDICAL SCIENCE AND ENGINEERING. - ISSN 2531-9892. - 4:(2021). (III Convegno Annuale "L'era delle 3R: modelli in silico, in vitro e in vivo per promuovere la ricerca traslazionale" ) [10.4081/bse.2021.195]. | 1-gen-2021 | Sperti, MichelaDeriu, Marco A. + | 195-Article Text-755-1-10-20210929.pdf |