Machine Learning-based Voice Assessment for the Detection of Positive and Recovered COVID-19 Patients.

Autor: Robotti C; Department of Otolaryngology - Head and Neck Surgery, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy; Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy. Electronic address: carlorobotti@gmail.com., Costantini G; Department of Electronic Engineering, University of Rome Tor Vergata, Rome, Italy. Electronic address: costantini@uniroma2.it., Saggio G; Department of Electronic Engineering, University of Rome Tor Vergata, Rome, Italy. Electronic address: saggio@uniroma2.it., Cesarini V; Department of Electronic Engineering, University of Rome Tor Vergata, Rome, Italy., Calastri A; Department of Otolaryngology - Head and Neck Surgery, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy., Maiorano E; Department of Otolaryngology - Head and Neck Surgery, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy., Piloni D; Pneumology Unit, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy., Perrone T; Department of Internal Medicine, Fondazione IRCCS Policlinico San Matteo, University of Pavia, Pavia, Italy., Sabatini U; Department of Internal Medicine, Fondazione IRCCS Policlinico San Matteo, University of Pavia, Pavia, Italy., Ferretti VV; Clinical Epidemiology and Biometry Unit, Fondazione IRCCS Policlinico San Matteo Foundation, Pavia, Italy., Cassaniti I; Molecular Virology Unit, Microbiology and Virology Department, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy., Baldanti F; Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy; Molecular Virology Unit, Microbiology and Virology Department, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy., Gravina A; Otorhinolaryngology Department, University of Rome Tor Vergata, Rome, Italy., Sakib A; Otorhinolaryngology Department, University of Rome Tor Vergata, Rome, Italy., Alessi E; Internal Medicine Unit, Ospedale dei Castelli ASL Roma 6, Ariccia, Italy., Pietrantonio F; Internal Medicine Unit, Ospedale dei Castelli ASL Roma 6, Ariccia, Italy., Pascucci M; Internal Medicine Unit, Ospedale dei Castelli ASL Roma 6, Ariccia, Italy., Casali D; Department of Electronic Engineering, University of Rome Tor Vergata, Rome, Italy., Zarezadeh Z; Department of Electronic Engineering, University of Rome Tor Vergata, Rome, Italy., Zoppo VD; Department of Electronic Engineering, University of Rome Tor Vergata, Rome, Italy., Pisani A; Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy; IRCCS Mondino Foundation, Pavia, Italy., Benazzo M; Department of Otolaryngology - Head and Neck Surgery, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy; Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy.

Publikováno v: Journal of voice : official journal of the Voice Foundation [J Voice] 2024 May; Vol. 38 (3), pp. 796.e1-796.e13. Date of Electronic Publication: 2021 Nov 26.