Federico Delrio

Research topic

Machine Learning Enhanced Analysis of ECG and Clinical Data

Tutors

• Paolo Bardella
• Vincenzo Randazzo
• Eros Gian Alessandro Pasero

Research presentation

Poster

Master of Science

• Electronic systems engineering. A.A. 2024/25, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
• Electronic systems engineering. A.A. 2023/24, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
• Challenge@PoliTo by Students - Silver Economy. A.A. 2022/23, INGEGNERIA GESTIONALE (ENGINEERING AND MANAGEMENT). Collaboratore del corso

Bachelor of Science

• Fondamenti di elettronica di potenza. A.A. 2024/25, INGEGNERIA ELETTRICA. Collaboratore del corso
• Fondamenti di elettronica di potenza. A.A. 2023/24, INGEGNERIA ELETTRICA. Collaboratore del corso

• Delrio, Federico; Randazzo, Vincenzo; Cirrincione, Giansalvo; Pasero, Eros (2026)
  Dual-Branch Fusion Neural Network Model: A Preliminary Demonstration of Absolute, Calibration-Free Blood Pressure Estimation from ECG and PPG Signals. In: Neural Networks: Overview of Current Theories and Applications / S.N., S.L., Springer Nature, pp. 41-50. ISBN: 9789819540716
  Contributo in Volume
• Delrio, Federico; Randazzo, Vincenzo; Cirrincione, Giansalvo; Pasero, Eros (2025)
  Physics Informed Neural Network for Continuous and Cuffless Arterial Blood Pressure. In: 2025 IEEE International Conference on Artificial Intelligence for Learning and Optimization (ICoAILO), Bali (Idn), 07-09 August 2025, pp. 143-148. ISBN: 979-8-3315-6928-0
  Contributo in Atti di Convegno (Proceeding)
• Delrio, F.; De Vitis, V.; Caligari, S.; Randazzo, V.; Cirrincione, G.; Pasero, E. (2025)
  Enhancing ECG Analysis with a Hybrid Deep Learning Approach: Automatic Detection of Significant Features. In: Smart Innovation, Systems and Technologies / Esposito A., Faundez-Zanuy M., Morabito F. C., Pasero E., Cordasco G., Singapore, Springer Nature, pp. 23-33. ISBN: 9789819609932
  Contributo in Volume
• Randazzo, Vincenzo; Buccellato, Pietro; Ferretti, Jacopo; Delrio, Federico; Pasero, Eros (2024)
  PulsECG - A Cuffless Non-Invasive Blood Pressure Monitoring Device through Neural Network Analysis of ECG and PPG signals. In: 2024 IEEE 22nd Mediterranean Electrotechnical Conference (MELECON), Oporto (Portogallo), 25-27 June 2024, pp. 1030-1035. ISSN 2158-8481. ISBN: 979-8-3503-8702-5
  Contributo in Atti di Convegno (Proceeding)
• Delrio, Federico; Randazzo, Vincenzo; Cirrincione, Giansalvo; Pasero, Eros (2023)
  Non-Invasive Arterial Blood Pressure Estimation from Electrocardiogram and Photoplethysmography Signals Using a Conv1D-BiLSTM Neural Network. In: ENGINEERING PROCEEDINGS, vol. 39. ISSN 2673-4591
  Contributo su Rivista