Introduction Since the outbreak began in January 2020, Covid-19 has affected more than 161 million people worldwide and resulted in about 3.3 million deaths. Despite efforts to detect human infection with the virus as early as possible, the confirmatory test still requires the analysis of sputum or blood with estimated results available within approximately 30 minutes; this may potentially be followed by clinical referral if the patient shows signs of aggravated pneumonia. This work aims to implement a soft collar as a sound device dedicated to the objective evaluation of the pathophysiological state resulting from dysphonia of laryngeal origin or respiratory failure of inflammatory origin, in particular caused by Covid-19. Methods In this study, we exploit the vibrations of waves generated by the vocal and respiratory system of 30 people. A biocompatible acoustic sensor embedded in a soft collar around the neck collects these waves. The collar is also equipped with thermal sensors and a cross-data analysis module in both the temporal and frequency domains (STFT). The optimal coupling conditions and the electrical and dimensional characteristics of the sensors were defined based on a mathematical approach using a matrix formalism. Results The characteristics of the signals in the time domain combined with the quantities obtained from the STFT offer multidimensional information and a decision support tool for determining a pathophysiological state representative of the symptoms explored. The device, tested on 30 people, was able to differentiate patients with mild symptoms from those who had developed acute signs of respiratory failure on a severity scale of 1 to 10. Conclusion With the health constraints imposed by the effects of Covid-19, the heavy organization to be implemented resulting from the flow of diagnostics, tests and clinical management, it was urgent to develop innovative and safe biomedical technologies. This passive listening technique will contribute to the non-invasive assessment and dynamic observation of lesions. Moreover, it merits further examination to provide support for medical operators to improve clinical management.
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Coventry Univ, Res Ctr Intelligent Healthcare, Coventry CV1 5FB, W Midlands, EnglandCoventry Univ, Res Ctr Intelligent Healthcare, Coventry CV1 5FB, W Midlands, England
Liu, Haipeng
Wang, Jiangtao
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Coventry Univ, Res Ctr Intelligent Healthcare, Coventry CV1 5FB, W Midlands, EnglandCoventry Univ, Res Ctr Intelligent Healthcare, Coventry CV1 5FB, W Midlands, England
Wang, Jiangtao
Geng, Yayuan
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HY Med Technol, Sci Res Dept, B-2 Bldg,Dongsheng Sci Pk, Beijing 100192, Peoples R ChinaCoventry Univ, Res Ctr Intelligent Healthcare, Coventry CV1 5FB, W Midlands, England
Geng, Yayuan
Li, Kunwei
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Sun Yat Sen Univ, Affiliated Hosp 5, Dept Radiol, Zhuhai 519000, Peoples R ChinaCoventry Univ, Res Ctr Intelligent Healthcare, Coventry CV1 5FB, W Midlands, England
Li, Kunwei
Wu, Han
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Univ Exeter, Coll Engn Math & Phys Sci, Streatham Campus,North Pk Rd, Exeter EX4 4QF, Devon, EnglandCoventry Univ, Res Ctr Intelligent Healthcare, Coventry CV1 5FB, W Midlands, England
Wu, Han
Chen, Jian
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Sun Yat Sen Univ, Affiliated Hosp 5, Dept Radiol, Zhuhai 519000, Peoples R ChinaCoventry Univ, Res Ctr Intelligent Healthcare, Coventry CV1 5FB, W Midlands, England
Chen, Jian
Chai, Xiangfei
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HY Med Technol, Sci Res Dept, B-2 Bldg,Dongsheng Sci Pk, Beijing 100192, Peoples R ChinaCoventry Univ, Res Ctr Intelligent Healthcare, Coventry CV1 5FB, W Midlands, England
Chai, Xiangfei
Li, Shaolin
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Sun Yat Sen Univ, Affiliated Hosp 5, Dept Radiol, Zhuhai 519000, Peoples R China
Sun Yat Sen Univ, Affiliated Hosp 5, Guangdong Prov Key Lab Biomed Imaging, Zhuhai 519000, Peoples R ChinaCoventry Univ, Res Ctr Intelligent Healthcare, Coventry CV1 5FB, W Midlands, England
Li, Shaolin
Zheng, Dingchang
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Coventry Univ, Res Ctr Intelligent Healthcare, Coventry CV1 5FB, W Midlands, EnglandCoventry Univ, Res Ctr Intelligent Healthcare, Coventry CV1 5FB, W Midlands, England
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Athinoula A Maninos Ctr Biomed Imaging, 149 13th St, Charlestown, MA 02129 USAAthinoula A Maninos Ctr Biomed Imaging, 149 13th St, Charlestown, MA 02129 USA
Li, Matthew D.
Arun, Nishanth T.
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Athinoula A Maninos Ctr Biomed Imaging, 149 13th St, Charlestown, MA 02129 USAAthinoula A Maninos Ctr Biomed Imaging, 149 13th St, Charlestown, MA 02129 USA
Arun, Nishanth T.
Gidwani, Mishka
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Athinoula A Maninos Ctr Biomed Imaging, 149 13th St, Charlestown, MA 02129 USAAthinoula A Maninos Ctr Biomed Imaging, 149 13th St, Charlestown, MA 02129 USA
Gidwani, Mishka
Chang, Ken
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Athinoula A Maninos Ctr Biomed Imaging, 149 13th St, Charlestown, MA 02129 USAAthinoula A Maninos Ctr Biomed Imaging, 149 13th St, Charlestown, MA 02129 USA
Chang, Ken
Deng, Francis
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Harvard Med Sch, Massachusetts Gen Hosp, Dept Radiol, Boston, MA 02115 USAAthinoula A Maninos Ctr Biomed Imaging, 149 13th St, Charlestown, MA 02129 USA
Deng, Francis
Little, Brent P.
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Harvard Med Sch, Massachusetts Gen Hosp, Div Thorac Imaging & Intervent, Boston, MA 02115 USAAthinoula A Maninos Ctr Biomed Imaging, 149 13th St, Charlestown, MA 02129 USA
Little, Brent P.
Mendoza, Dexter P.
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Harvard Med Sch, Massachusetts Gen Hosp, Div Thorac Imaging & Intervent, Boston, MA 02115 USAAthinoula A Maninos Ctr Biomed Imaging, 149 13th St, Charlestown, MA 02129 USA
Mendoza, Dexter P.
Lang, Min
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Harvard Med Sch, Massachusetts Gen Hosp, Dept Radiol, Boston, MA 02115 USAAthinoula A Maninos Ctr Biomed Imaging, 149 13th St, Charlestown, MA 02129 USA
Lang, Min
Lee, Susanna, I
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Harvard Med Sch, Massachusetts Gen Hosp, Div Abdominal Imaging, Boston, MA 02115 USAAthinoula A Maninos Ctr Biomed Imaging, 149 13th St, Charlestown, MA 02129 USA
Lee, Susanna, I
O'Shea, Aileen
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Harvard Med Sch, Massachusetts Gen Hosp, Div Abdominal Imaging, Boston, MA 02115 USAAthinoula A Maninos Ctr Biomed Imaging, 149 13th St, Charlestown, MA 02129 USA
O'Shea, Aileen
Parakh, Anushri
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Harvard Med Sch, Massachusetts Gen Hosp, Div Abdominal Imaging, Boston, MA 02115 USAAthinoula A Maninos Ctr Biomed Imaging, 149 13th St, Charlestown, MA 02129 USA
Parakh, Anushri
Singh, Praveer
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Athinoula A Maninos Ctr Biomed Imaging, 149 13th St, Charlestown, MA 02129 USAAthinoula A Maninos Ctr Biomed Imaging, 149 13th St, Charlestown, MA 02129 USA
Singh, Praveer
Kalpathy-Cramer, Jayashree
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Athinoula A Maninos Ctr Biomed Imaging, 149 13th St, Charlestown, MA 02129 USA
Harvard Med Sch, Massachusetts Gen Hosp, MGH & BWH Ctr Clin Data Sci, Boston, MA 02115 USAAthinoula A Maninos Ctr Biomed Imaging, 149 13th St, Charlestown, MA 02129 USA
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Google LLC, 199 Fremont St, San Francisco, CA 94105 USAGoogle LLC, 199 Fremont St, San Francisco, CA 94105 USA
Esmaeilpour, Zeinab
Natarajan, Aravind
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Google LLC, 199 Fremont St, San Francisco, CA 94105 USAGoogle LLC, 199 Fremont St, San Francisco, CA 94105 USA
Natarajan, Aravind
Su, Hao-Wei
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Google LLC, 199 Fremont St, San Francisco, CA 94105 USAGoogle LLC, 199 Fremont St, San Francisco, CA 94105 USA
Su, Hao-Wei
Faranesh, Anthony
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Faranesh, Anthony
Friel, Ciaran
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Northwell Hlth, New Hyde Pk, NY USA
Northwell Hlth, Inst Hlth Syst Sci, Feinstein Inst Med Res, New York, NY USAGoogle LLC, 199 Fremont St, San Francisco, CA 94105 USA
Friel, Ciaran
Zanos, Theodoros P.
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Northwell Hlth, New Hyde Pk, NY USA
Northwell Hlth, Inst Hlth Syst Sci, Feinstein Inst Med Res, New York, NY USAGoogle LLC, 199 Fremont St, San Francisco, CA 94105 USA
Zanos, Theodoros P.
D'Angelo, Stefani
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Northwell Hlth, New Hyde Pk, NY USAGoogle LLC, 199 Fremont St, San Francisco, CA 94105 USA
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Google LLC, 199 Fremont St, San Francisco, CA 94105 USAGoogle LLC, 199 Fremont St, San Francisco, CA 94105 USA
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Department of Computer Science and Engineering, National Institute of Technology Delhi, DelhiDepartment of Computer Science and Engineering, National Institute of Technology Delhi, Delhi
Verma K.
Kumar A.
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Department of Electronics and Communication Engineering, Government Mahila Engineering College, Rajasthan, AjmerDepartment of Computer Science and Engineering, National Institute of Technology Delhi, Delhi
Kumar A.
Swaraj A.
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Swaraj A.
Sagar A.
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Department of Computer Science and Engineering, National Institute of Technology Delhi, DelhiDepartment of Computer Science and Engineering, National Institute of Technology Delhi, Delhi