Archivio Istituzionale della RicercaSPERTI, MICHELA
SPERTI, MICHELA
Dipartimento di Ingegneria Meccanica e Aerospaziale
060809
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
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
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
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
An innovative MedIcaL dEcision Support tool for neurological ouTcome predictiOn from post-resuscitatioN Electrocardiograms (MILESTONE)
2023 Gentile, Fr; Shah, Sth; Sperti, M; Panagiotopoulos, K; Primi, R; Bendotti, S; Currao, A; Compagnoni, S; Baldi, E; Lopiano, C; Vicini Scajola, L; Marconi, G; Deriu, Ma; Savastano, S
Extraction of physicochemical properties from the fluorescence spectrum with 1D convolutional neural networks: Application to olive oil
2023 Venturini, Francesca; Sperti, Michela; Michelucci, Umberto; Gucciardi, Arnaud; Martos, Vanessa M.; Deriu, Marco A.
Cardiovascular risk prediction: from classical statistical methods to machine learning approaches
2022 Sperti, Michela; Malavolta, Marta; Staunovo Polacco, Federica; Dellavalle, Annalisa; Ruggieri, Rossella; Bergia, Sara; Fazio, Alice; Santoro, Carmine; Deriu, Marco A.
A Machine Learning Approach for Mortality Prediction in COVID-19 Pneumonia: Development and Evaluation of the Piacenza Score
2021 Halasz, Geza; Sperti, Michela; Villani, Matteo; Michelucci, Umberto; Agostoni, Piergiuseppe; Biagi, Andrea; Rossi, Luca; Botti, Andrea; Mari, Chiara; Maccarini, Marco; Pura, Filippo; Roveda, Loris; Nardecchia, Alessia; Mottola, Emanuele; Nolli, Massimo; Salvioni, Elisabetta; Mapelli, Massimo; Deriu, Marco Agostino; Piga, Dario; Piepoli, Massimo
A Model-Agnostic Algorithm for Bayes Error Determination in Binary Classification
2021 Michelucci, Umberto; Sperti, Michela; Piga, Dario; Venturini, Francesca; Deriu, Marco A.
Exploration of Spanish Olive Oil Quality with a Miniaturized Low-Cost Fluorescence Sensor and Machine Learning Techniques
2021 Venturini, Francesca; Sperti, Michela; Michelucci, Umberto; Herzig, Ivo; Baumgartner, Michael; Palau Caballero, Josep; Jimenez, Arturo; Deriu, MARCO AGOSTINO
JAK Inhibitors in Immune-Mediated Rheumatic Diseases: from a Molecular Perspective to Clinical Studies
2021 Sperti, Michela; Malavolta, Marta; Ciniero, Gloria; Borrelli, Simone; Cavaglià, Marco; Muscat, Stefano; Tuszynski, JACEK ADAM; Afeltra, Antonella; Paolo Emanuele Margiotta, Domenico; Navarini, Luca
A machine-learning approach to cardiovascular risk prediction in psoriatic arthritis
2020 Navarini, L.; Sperti, M.; Currado, D.; Costa, L.; Deriu, M. A.; Margiotta, D. P. E.; Tasso, M.; Scarpa, R.; Afeltra, A.; Caso, F.
Cardiovascular Risk Prediction in Ankylosing Spondylitis: From Traditional Scores to Machine Learning Assessment
2020 Navarini, Luca; Caso, Francesco; Costa, Luisa; Currado, Damiano; Stola, Liliana; Perrotta, Fabio; Delfino, Lorenzo; Sperti, Michela; Deriu, Marco A.; Ruscitti, Piero; Pavlych, Viktoriya; Corrado, Addolorata; Di Benedetto, Giacomo; Tasso, Marco; Ciccozzi, Massimo; Laudisio, Alice; Lunardi, Claudio; Cantatore, Francesco Paolo; Lubrano, Ennio; Giacomelli, Roberto; Scarpa, Raffaele; Afeltra, Antonella
| 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 |
| 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 |
| 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 |
| Intelligenza Artificiale In Sanità: Proposta Di Una Nuova Metodologia Medico-legale In Materia Di Responsabilita Medica / Cecchi, R., Calabrò, F., Haja, T.M., Sperti, M., Zizzi, E.A., Deriu, M.A.. - 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 |
| An innovative MedIcaL dEcision Support tool for neurological ouTcome predictiOn from post-resuscitatioN Electrocardiograms (MILESTONE) / Gentile, Fr; Shah, Sth; Sperti, M; Panagiotopoulos, K; Primi, R; Bendotti, S; Currao, A; Compagnoni, S; Baldi, E; Lopiano, C; Vicini Scajola, L; Marconi, G; Deriu, Ma; Savastano, S. - In: EUROPEAN HEART JOURNAL. - ISSN 1522-9645. - 44:Issue Supplement_2(2023). [10.1093/eurheartj/ehad655.650] | 1-gen-2023 | STH ShahM SpertiK PanagiotopoulosMA Deriu + | ehad655.650.pdf |
| Extraction of physicochemical properties from the fluorescence spectrum with 1D convolutional neural networks: Application to olive oil / Venturini, F., Sperti, M., Michelucci, U., Gucciardi, A., Martos, V.M., Deriu, M.A.. - In: JOURNAL OF FOOD ENGINEERING. - ISSN 0260-8774. - ELETTRONICO. - 336:(2023), p. 111198. [10.1016/j.jfoodeng.2022.111198] | 1-gen-2023 | Michela SpertiMarco A. Deriu + | Extraction of physicochemical properties from the fluorescence spectrum with 1D convolutional neural networks Application to olive oil.pdf |
| Cardiovascular risk prediction: from classical statistical methods to machine learning approaches / Sperti, M., Malavolta, M., Staunovo Polacco, F., Dellavalle, A., Ruggieri, R., Bergia, S., Fazio, A., Santoro, C., Deriu, M.A.. - In: MINERVA CARDIOLOGY AND ANGIOLOGY. - ISSN 2724-5683. - 70:1(2022), pp. 102-122. [10.23736/S2724-5683.21.05868-3] | 1-gen-2022 | SPERTI, MichelaMALAVOLTA, MartaRUGGIERI, RossellaBERGIA, SaraFAZIO, AliceSANTORO, CarmineDERIU, Marco A. + | Post-print.pdf; Minerva Cardiol Angiol-5868_Proof in PDf.pdf |
| A Machine Learning Approach for Mortality Prediction in COVID-19 Pneumonia: Development and Evaluation of the Piacenza Score / Halasz, G., Sperti, M., Villani, M., Michelucci, U., Agostoni, P., Biagi, A., Rossi, L., Botti, A., Mari, C., Maccarini, M., Pura, F., Roveda, L., Nardecchia, A., Mottola, E., Nolli, M., Salvioni, E., Mapelli, M., Deriu, M.A., Piga, D., Piepoli, M.. - In: JMIR. JOURNAL OF MEDICAL INTERNET RESEARCH. - ISSN 1438-8871. - 23:5(2021), p. e29058. [10.2196/29058] | 1-gen-2021 | Sperti, MichelaDeriu, Marco Agostino + | PDF.pdf |
| A Model-Agnostic Algorithm for Bayes Error Determination in Binary Classification / Michelucci, U., Sperti, M., Piga, D., Venturini, F., Deriu, M.A.. - In: ALGORITHMS. - ISSN 1999-4893. - 14:11(2021), p. 301. [10.3390/a14110301] | 1-gen-2021 | Michela SpertiMarco A. Deriu + | algorithms-14-00301.pdf |
| Exploration of Spanish Olive Oil Quality with a Miniaturized Low-Cost Fluorescence Sensor and Machine Learning Techniques / Venturini, F., Sperti, M., Michelucci, U., Herzig, I., Baumgartner, M., Palau Caballero, J., Jimenez, A., Deriu, M.A.. - In: FOODS. - ISSN 2304-8158. - 10:5(2021), p. 1010. [10.3390/foods10051010] | 1-gen-2021 | Michela SpertiMarco Agostino Deriu + | foods-10-01010-v2.pdf |
| JAK Inhibitors in Immune-Mediated Rheumatic Diseases: from a Molecular Perspective to Clinical Studies / Sperti, M., Malavolta, M., Ciniero, G., Borrelli, S., Cavaglià, M., Muscat, S., Tuszynski, J.A., Afeltra, A., Paolo Emanuele Margiotta, D., Navarini, L.. - In: JOURNAL OF MOLECULAR GRAPHICS & MODELLING. - ISSN 1093-3263. - 104:(2021), p. 107789. [10.1016/j.jmgm.2020.107789] | 1-gen-2021 | Michela SpertiMarta MalavoltaGloria CinieroSimone BorrelliMarco CavagliàJacek Adam Tuszynski + | 1-s2.0-S1093326320305787-main.pdf |
| A machine-learning approach to cardiovascular risk prediction in psoriatic arthritis / Navarini, L., Sperti, M., Currado, D., Costa, L., Deriu, M.A., Margiotta, D.P.E., Tasso, M., Scarpa, R., Afeltra, A., Caso, F.. - In: RHEUMATOLOGY. - ISSN 1462-0324. - 59:7(2020), pp. 1767-1769. [10.1093/rheumatology/kez677] | 1-gen-2020 | Sperti M.Deriu M. A. + | Navarini_PsA.pdf |
| Cardiovascular Risk Prediction in Ankylosing Spondylitis: From Traditional Scores to Machine Learning Assessment / Navarini, L., Caso, F., Costa, L., Currado, D., Stola, L., Perrotta, F., Delfino, L., Sperti, M., Deriu, M.A., Ruscitti, P., Pavlych, V., Corrado, A., Di Benedetto, G., Tasso, M., Ciccozzi, M., Laudisio, A., Lunardi, C., Cantatore, F.P., Lubrano, E., Giacomelli, R., et al.. - In: RHEUMATOLOGY AND THERAPY. - ISSN 2198-6576. - 7:4(2020), pp. 867-882. [10.1007/s40744-020-00233-4] | 1-gen-2020 | Sperti, MichelaDeriu, Marco A. + | Navarini_AS.pdf |