[HTML][HTML] Co-Design of a Voice-Based Digital Health Solution to Monitor Persisting Symptoms Related to COVID-19 (UpcomingVoice Study): Protocol for a Mixed …

A Fischer, GA Aguayo, P Oustric… - JMIR Research …, 2023 - researchprotocols.org
Background Between 10% and 20% of people with a COVID-19 infection will develop the so-
called long COVID syndrome, which is characterized by fluctuating symptoms. Long COVID …

[HTML][HTML] Recommendations for successful implementation of the use of vocal biomarkers for remote monitoring of COVID-19 and Long COVID in clinical practice and …

A Fischer, A Elbeji, G Aguayo, G Fagherazzi - Interactive Journal of …, 2022 - i-jmr.org
The COVID-19 pandemic accelerated the use of remote patient monitoring in clinical
practice or research for safety and emergency reasons, justifying the need for innovative …

A voice-based biomarker for monitoring symptom resolution in adults with COVID-19: Findings from the prospective Predi-COVID cohort study

G Fagherazzi, L Zhang, A Elbéji, E Higa… - PLOS Digital …, 2022 - journals.plos.org
People with COVID-19 can experience impairing symptoms that require enhanced
surveillance. Our objective was to train an artificial intelligence-based model to predict the …

Voice features of sustained phoneme as COVID-19 biomarker

ND Pah, V Indrawati, DK Kumar - IEEE Journal of Translational …, 2022 - ieeexplore.ieee.org
Background: The COVID-19 pandemic has resulted in enormous costs to our society.
Besides finding medicines to treat those infected by the virus, it is important to find effective …

[HTML][HTML] Discovery and analytical validation of a vocal biomarker to monitor anosmia and ageusia in patients with COVID-19: cross-sectional study

E Higa, A Elbéji, L Zhang, A Fischer… - JMIR Medical …, 2022 - medinform.jmir.org
Background: The COVID-19 disease has multiple symptoms, with anosmia and ageusia
being the most prevalent, varying from 75% to 95% and from 50% to 80% of infected …

Development of a vocal biomarker for fatigue monitoring in people with COVID-19

A Elbéji, L Zhang, E Higa, A Fischer, V Despotovic… - MedRxiv, 2022 - medrxiv.org
Objective To develop a vocal biomarker for fatigue monitoring in people with COVID-19.
Design Prospective cohort study. Setting Predi-COVID data between May 2020 and May …

Vocal biomarker predicts fatigue in people with COVID-19: results from the prospective Predi-COVID cohort study

A Elbéji, L Zhang, E Higa, A Fischer, V Despotovic… - BMJ open, 2022 - bmjopen.bmj.com
Objective To develop a vocal biomarker for fatigue monitoring in people with COVID-19.
Design Prospective cohort study. Setting Predi-COVID data between May 2020 and May …

[HTML][HTML] Voice-Based Screening for SARS-CoV-2 Exposure in Cardiovascular Clinics (VOICE-COVID-19-II): protocol for a randomized controlled trial

E Oulousian, SH Chung, E Ganni… - JMIR Research …, 2023 - researchprotocols.org
Background The COVID-19 pandemic has disrupted the health care system, limiting health
care resources such as the availability of health care professionals, patient monitoring …

[HTML][HTML] Development and validation of a respiratory-responsive vocal biomarker–based tool for generalizable detection of respiratory impairment: Independent case …

S Kaur, E Larsen, J Harper, B Purandare… - Journal of Medical …, 2023 - jmir.org
Background Vocal biomarker–based machine learning approaches have shown promising
results in the detection of various health conditions, including respiratory diseases, such as …

[HTML][HTML] Severity Classification Using Dynamic Time Warping–Based Voice Biomarkers for Patients With COVID-19: Feasibility Cross-Sectional Study

T Watase, Y Omiya, S Tokuno - JMIR Biomedical …, 2023 - biomedeng.jmir.org
Background: In Japan, individuals with mild COVID-19 illness previously required to be
monitored in designated areas and were hospitalized only if their condition worsened to …