FEDERICO BALDISSERI

PhD Student

PhD program:: XXXVIII
email: baldisseri@diag.uniroma1.it
phone: (+39) 3664832933
building: Dipartimento di Ingegneria Informatica, Automatica e Gestionale "Antonio Ruberti" (DIAG)
room: A223

supervisor: Antonio Pietrabissa

Federico Baldisseri was born in Rome, Italy, on May 18, 1998. He received the Master degree with Laude in Control Engineering from Sapienza University of Rome in October 2022, along with the accomplishment of the Student Honors Program. Since November 2022, he attends the PhD Program in Automatic Control, Bioengineering, and Operations Research, with curriculum Automatic Control, at Sapienza University of Rome. His main research interests are related to Control Theory and Artificial Intelligence in the medical domain.

He is with the Department of Computer, Control, and Management Engineering "Antonio Ruberti"(DIAG) at the Faculty of Information Engineering, Informatics, and Statistics of the Sapienza University of Rome.

Research products

11573/1753374 - 2026 - Neural MPC for Safety-Critical Biological Systems: an Application to Tumor-Immune Cancer Dynamics

Baldisseri, F.; Menegatti, D.; Maiani, A.; Giuseppi, A.; Pietrabissa, A. - 01a Articolo in rivista

paper: INTERNATIONAL JOURNAL OF CONTROL (Taylor & Francis Limited:Rankine Road, Basingstoke RG24 8PR United Kingdom:011 44 1256 813035, EMAIL: madeline.sims@tandf.co.uk, info@tandf.co.uk, INTERNET: http://www.tandf.co.uk, Fax: 011 44 1256 330245) pp. - - issn: 0020-7179 - wos: (0) - scopus: (0)

11573/1753378 - 2026 - Safe Deep Reinforcement Learning Control of Type 1 Diabetes

Baldisseri, Federico; Lops, Giada; Atanasious, Mohab M. H.; Menegatti, Danilo; Becchetti, Valentina; Delli Priscoli, Francesco; Mascolo, Saverio; Wrona, Andrea - 04b Atto di convegno in volume

conference: 2026 European Control Conference (ECC) (Rekjavik)

book: Proceedings of 2026 European Control Conference (ECC) - ()

11573/1753379 - 2026 - Probabilistic Safety Bounds for Discrete-Time High Relative Degree Systems with Unknown Dynamics

Baldisseri, Federico; Wrona, Andrea; Castro Germanà, Davide; Menegatti, Danilo - 01a Articolo in rivista

paper: AUTOMATICA (Amsterdam: Elsevier Science) pp. - - issn: 1873-2836 - wos: (0) - scopus: (0)

11573/1753381 - 2026 - Fractional-Order Neural Networks for Data-Driven Model Predictive Control of an Artificial Pancreas

Baldisseri, Federico; Wrona, Andrea; Menegatti, Danilo; Delli Priscoli, Francesco; Koledin, Nebojsa; Caponetto, Riccardo; Patane, Luca - 04b Atto di convegno in volume

conference: 2026 American Control Conference (ACC) (New Orleans)

book: Proceedings of 2026 American Control Conference (ACC) - ()

11573/1753382 - 2026 - A Machine Learning Approach to Passivity-Preserving Safety-Critical Control

Maiani, Arturo; Baldisseri, Federico; Pietrabissa, Antonio - 01a Articolo in rivista

paper: JOURNAL OF THE FRANKLIN INSTITUTE (Elsevier Science Limited:Oxford Fulfillment Center, PO Box 800, Kidlington Oxford OX5 1DX United Kingdom:011 44 1865 843000, 011 44 1865 843699, EMAIL: asianfo@elsevier.com, tcb@elsevier.co.UK, INTERNET: http://www.elsevier.com, http://www.elsevier.com/locate/shpsa/, Fax: 011 44 1865 843010) pp. - - issn: 0016-0032 - wos: (0) - scopus: (0)

11573/1753376 - 2025 - A Quantitative Comparison of Deep Reinforcement Learning Algorithms for Type 1 Diabetes Control

Baldisseri, Federico; Atanasious, Mohab M. H.; Becchetti, Valentina; Di Paola, Antonio; Lops, Giada; Menegatti, Danilo; Wrona, Andrea; Mascolo, Saverio; Delli Priscoli, Francesco - 04b Atto di convegno in volume

conference: 2025 11th International Conference on Control, Decision and Information Tech- nologies (CoDIT). IEEE, 2025. (Spalato)

book: 2025 11th International Conference on Control, Decision and Information Tech- nologies (CoDIT). IEEE, 2025. - ()

11573/1748888 - 2025 - Fractional Order Modeling and Control of Type 1 Diabetes with Genetic Algorithm Optimization

Caponetto, Riccardo; Patanè, Luca; Koledin, Nebojša; Wrona, Andrea; Baldisseri, Federico; Delli Priscoli, Francesco - 04b Atto di convegno in volume

conference: 2025 IEEE 21st International Conference on Automation Science and Engineering (Los Angeles)

book: 2025 IEEE 21st International Conference on Automation Science and Engineering - ()

11573/1752431 - 2025 - Modello multi-step basato su intelligenza artificiale per il timing chirurgico in oncologia pediatrica

Capuzzi, Silvia; Baldisseri, Federico; Cacchione, Antonella; Carai, Andrea; Fabozzi, Francesco; Pietrabissa, Antonio; Mastronuzzi, Angela; Tozzi, Alberto Eugenio; Ferro, Diana - 01a Articolo in rivista

paper: RECENTI PROGRESSI IN MEDICINA (Roma : Il Pensiero Scientifico) pp. 593-594 - issn: 2038-1840 - wos: (0) - scopus: 2-s2.0-105017568024 (0)

11573/1748891 - 2025 - A Deep Reinforcement Learning Control Framework for Medical Image Augmentation

Wrona, Andrea; Baldisseri, Federico; Liberati, Francesco; Menegatti, Danilo; Priscoli, Francesco Delli; Vendittelli, Marilena - 04b Atto di convegno in volume

conference: 2025 IEEE 21st International Conference on Automation Science and Engineering (Los Angeles)

book: 2025 IEEE 21st International Conference on Automation Science and Engineering - ()

11573/1714287 - 2024 - Deep Reinforcement Learning Control of Type-1 Diabetes with Cross-Patient Generalization

Atanasious, Mohab M. H.; Becchetti, Valentina; Baldisseri, Federico; Menegatti, Danilo; Wrona, Andrea - 04b Atto di convegno in volume

conference: 2024 32nd Mediterranean Conference on Control and Automation (MED) (Creta)

book: Proceedings of 2024 32nd Mediterranean Conference on Control and Automation (MED) - ()

11573/1717319 - 2024 - Deep Deterministic Policy Gradient Control of Type 1 Diabetes

Baldisseri, Federico; Menegatti, Danilo; Wrona, Andrea - 04b Atto di convegno in volume

conference: 2024 European Control Conference (ECC) (Stoccolma)

book: Proceedings of 2024 European Control Conference (ECC) - (9783907144107)

11573/1714286 - 2024 - Dynamic Mode Decomposition for Individualized Model Predictive Control with Application to Type 1 Diabetes

Becchetti, Valentina; Atanasious, Mohab M. H.; Menegatti, Danilo; Baldisseri, Federico; Giuseppi, Alessandro - 04b Atto di convegno in volume

conference: 32nd Mediterranean Conference on Control and Automation, MED 2024 (Chania, Crete)

book: 2024 32nd Mediterranean Conference on Control and Automation (MED) - (9798350395440)

11573/1687920 - 2023 - Behavioural Cloning for Serious Games in Support of Pediatric Neurorehabilitation

Baldisseri, F.; Montecchiani, E.; Maiani, A.; Menegatti, D.; Giuseppi, A.; Pietrabissa, A.; Fogliati, V.; Priscoli, F. D. - 04b Atto di convegno in volume

conference: 2023 31st Mediterranean Conference on Control and Automation (MED) (Limassol; Cyprus)

book: 2023 31st Mediterranean Conference on Control and Automation (MED) - Proceedings - (979-8-3503-1543-1; 979-8-3503-1544-8)

11573/1688918 - 2023 - Deep Neural Network Regression to Assist Non-Invasive Diagnosis of Portal Hypertension

Baldisseri, Federico; Wrona, Andrea; Menegatti, Danilo; Pietrabissa, Antonio; Battilotti, Stefano; Califano, Claudia; Cristofaro, Andrea; Di Giamberardino, Paolo; Facchinei, Francisco; Palagi, Laura; Giuseppi, Alessandro; Delli Priscoli, Francesco - 01a Articolo in rivista

paper: HEALTHCARE (Basel : MDPI) pp. - - issn: 2227-9032 - wos: WOS:001071974300001 (2) - scopus: 2-s2.0-85172258609 (5)

11573/1687919 - 2023 - CADUCEO: A Platform to Support Federated Healthcare Facilities through Artificial Intelligence

Menegatti, D.; Giuseppi, A.; Delli Priscoli, F.; Pietrabissa, A.; Di Giorgio, A.; Baldisseri, F.; Mattioni, M.; Monaco, S.; Lanari, L.; Panfili, M.; Suraci, V. - 01a Articolo in rivista

paper: HEALTHCARE (Basel : MDPI) pp. - - issn: 2227-9032 - wos: WOS:001045408000001 (3) - scopus: 2-s2.0-85167798087 (7)

11573/1659757 - 2022 - An integrated music and Artificial Intelligence system in support of pediatric neurorehabilitation

Baldisseri, Federico; Maiani, Arturo; Montecchiani, Edoardo; Delli Priscoli, Francesco; Giuseppi, Alessandro; Menegatti, Danilo; Fogliati, Vincenzo - 01a Articolo in rivista

paper: HEALTHCARE (Basel : MDPI) pp. - - issn: 2227-9032 - wos: WOS:000875876700001 (2) - scopus: 2-s2.0-85140592856 (5)