Geza Halasz1*, MD; Michela Sperti2*, MSc; Matteo Villani3, MD; Umberto Michelucci4 PhD; Piergiuseppe Agostoni5, MD, PhD; Andrea Biagi1, MD; Luca Rossi1, MD; Andrea Botti6, MD; Chiara Mari6, MD; Marco Maccarini7, MSc; Filippo Pura7, MSc; Loris Roveda7, PhD; Alessia Nardecchia8, PhD; Emanuele Mottola9, MSc; Massimo Nolli3, MD; Elisabetta Salvioni5, MD; Marco Agostino Deriu2, PhD; Dario Piga7, PhD; Massimo Piepoli1, MD, PhD.
*These authors have equally contributed to this work1. Cardiology Department Guglielmo Da Saliceto Hospital; Piacenza, Italy.
2. PolitoBIOMed Lab, Department of Mechanical and Aerospace Engineering, Politecnico di Torino, Torino, Italy.
3. Anesthesiology and ICU department Guglielmo da Saliceto Hospital; Piacenza, Italy.
4. TOELT LLC, Birchlenstr. 25, 8600 Dübendorf, Switzerland. umberto.michelucci@toelt.ai .
5. Department of Clinical Sciences and Community Health, Centro Cardiologico Monzino, IRCCS Milan, Italy.
6. Department of Clinical and Experimental Medicine, University of Parma, Parma, Italy.
7. Istituto Dalle Molle di studi sulI'Intelligenza Artificiale IDSIA - USI/SUPSI, Via la Santa 1, CH-6962 Lugano-Viganello, Switzerland.
8. IIS “A.Cesaris”, viale Cadorna, Casalpusterlengo, Italy.
9. 7HC srl, Rome Italy