Michele Guagnano

Research topic

Non-invasive and low-cost solutions for health monitoring during sleep

Tutors

• Massimo Violante
• Gabriella Olmo

Master of Science

• Operating systems for embedded systems. A.A. 2025/26, MECHATRONIC ENGINEERING (INGEGNERIA MECCATRONICA). Collaboratore del corso
• Operating systems for embedded systems. A.A. 2024/25, MECHATRONIC ENGINEERING (INGEGNERIA MECCATRONICA). Collaboratore del corso

• CAD - Electronic CAD & Reliability Group (DAUIN)

• Groppo, Sara; Guagnano, Michele; Serchi, Valeria; Beltrao, Gabriel; Pugliese, Luigi; ... (2026)
  Contactless System for Sleep Prediction in Drivers. In: IEEE ACCESS, vol. 14, pp. 31671-31684. ISSN 2169-3536
  Contributo su Rivista
• Guagnano, Michele; Wang, Yecan; Taniguchi, Hiroki; Nagatani, Nozomi; Ono, Hiroshi; ... (2025)
  Short-term future prediction of driving risk using XGBoost with Personal, Physiological, Biological, and Driving Behavior Data. In: 18th International Congress on Image and Signal Processing, BioMedical Engineering, and Informatics (CISP-BMEI 2025), Qingdao (Cina), 25-27 October 2025. ISBN: 979-8-3315-7736-0
  Contributo in Atti di Convegno (Proceeding)
• Wang, Yecan; Guagnano, Michele; Taniguchi, Hiroki; Nagatani, Nozomi; Ono, Hiroshi; ... (2025)
  Real-Time Driving Risk Assessment Using LSTM-attention and XGBoost with Physiological and Driving Behavior Data. In: 2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Vienna (AT), 05-08 October 2025, pp. 3468-3474. ISBN: 979-8-3315-3358-8
  Contributo in Atti di Convegno (Proceeding)
• Guagnano, Michele; Groppo, Sara; Pugliese, Luigi; Violante, Massimo (2025)
  On-the-Fly Sleep Scoring Algorithm with Heart Rate, RR Intervals and Accelerometer as Input. In: SENSORS, vol. 25. ISSN 1424-8220
  Contributo su Rivista
• Groppo, Sara; Guagnano, Michele; Pugliese, Luigi; Sini, Jacopo; Violante, Massimo (2024)
  To be or not to be… awake? A comparison of subjective and objective methods for drowsiness detection in drivers. In: 2024 IEEE 22nd Mediterranean Electrotechnical Conference (MELECON), Porto (PRT), 25-27 June 2024, pp. 684-688. ISBN: 979-8-3503-8702-5
  Contributo in Atti di Convegno (Proceeding)

• AUTOMATIC ON-LINE SLEEP SCORING THROUGH THE ANALYSIS OF THE CARDIORESPIRATORY ACTIVITY. international Patent
  Inventors: Michele Guagnano Massimo Violante