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View article: Consensus-Based Definitions for Vocal Biomarkers: The International VOCAL Initiative
Consensus-Based Definitions for Vocal Biomarkers: The International VOCAL Initiative Open
Importance Voice-based health technologies are growing rapidly, but they lack standardized terminology, which hinders interdisciplinary collaboration, research quality, and clinical translation. Objective The objective of this work is to d…
View article: Trajectories of persisting Covid- 19 symptoms up to 24 months after acute infection: findings from the Predi-Covid cohort study
Trajectories of persisting Covid- 19 symptoms up to 24 months after acute infection: findings from the Predi-Covid cohort study Open
View article: A voice-based algorithm can predict type 2 diabetes status in USA adults: Findings from the Colive Voice study
A voice-based algorithm can predict type 2 diabetes status in USA adults: Findings from the Colive Voice study Open
The pressing need to reduce undiagnosed type 2 diabetes (T2D) globally calls for innovative screening approaches. This study investigates the potential of using a voice-based algorithm to predict T2D status in adults, as the first step tow…
View article: Digital Vocal Biomarker of Smoking Status Using Ecological Audio Recordings: Results from the Colive Voice Study
Digital Vocal Biomarker of Smoking Status Using Ecological Audio Recordings: Results from the Colive Voice Study Open
Introduction: The complex health, social, and economic consequences of tobacco smoking underscore the importance of incorporating reliable and scalable data collection on smoking status and habits into research across various disciplines. …
View article: Trajectories Of Persisting Covid-19 Symptoms Up To 24 Months After Acute Infection: Findings From The Predi-Covid Cohort Study
Trajectories Of Persisting Covid-19 Symptoms Up To 24 Months After Acute Infection: Findings From The Predi-Covid Cohort Study Open
Introduction : Long COVID is a multisystemic, fluctuating condition inducing a high burden on affected people. Despite the existence of some guidelines, its management remains complicated. We aimed to demonstrate that Long COVID evolution …
View article: ALTRUIST: A Python Package to Emulate a Virtual Digital Cohort Study Using Social Media Data
ALTRUIST: A Python Package to Emulate a Virtual Digital Cohort Study Using Social Media Data Open
Epidemiological cohort studies play a crucial role in identifying risk factors for various outcomes among participants. These studies are often time-consuming and costly due to recruitment and long-term follow-up. Social media (SM) data ha…
View article: Digital Voice-Based Biomarker for Monitoring Respiratory Quality of Life: Findings from the Colive Voice Study
Digital Voice-Based Biomarker for Monitoring Respiratory Quality of Life: Findings from the Colive Voice Study Open
Regular monitoring of respiratory quality of life (RQoL) is essential in respiratory healthcare, facilitating prompt diagnosis and tailored treatment for chronic respiratory diseases. Voice alterations resulting from respiratory conditions…
View article: Association between use of psychotropic medications prior to SARS-COV-2 infection and trajectories of COVID-19 recovery: Findings from the prospective Predi-COVID cohort study
Association between use of psychotropic medications prior to SARS-COV-2 infection and trajectories of COVID-19 recovery: Findings from the prospective Predi-COVID cohort study Open
Psychological disturbances are frequent following COVID-19. However, there is not much information about whether pre-existing psychological disorders are associated with the severity and evolution of COVID-19. We aimed to explore the assoc…
View article: Long COVID Classification: Findings from a Clustering Analysis in the Predi-COVID Cohort Study
Long COVID Classification: Findings from a Clustering Analysis in the Predi-COVID Cohort Study Open
The increasing number of people living with Long COVID requires the development of more personalized care; currently, limited treatment options and rehabilitation programs adapted to the variety of Long COVID presentations are available. O…
View article: Long COVID Classification: Findings from a Clustering Analysis in the Predi-COVID Cohort Study
Long COVID Classification: Findings from a Clustering Analysis in the Predi-COVID Cohort Study Open
The increasing number of people living with Long COVID requires the development of more personalized care, as for now limited treatment options and rehabilitation programs adapted to the variety of Long COVID presentations are available. O…
View article: Vocal biomarker predicts fatigue in people with COVID-19: results from the prospective Predi-COVID cohort study
Vocal biomarker predicts fatigue in people with COVID-19: results from the prospective Predi-COVID cohort study Open
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 2021. Participants A total of 1772 voice recordings were used to trai…
View article: Discovery and Analytical Validation of a Vocal Biomarker to Monitor Anosmia and Ageusia in Patients With COVID-19: Cross-sectional Study
Discovery and Analytical Validation of a Vocal Biomarker to Monitor Anosmia and Ageusia in Patients With COVID-19: Cross-sectional Study Open
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 patients, respectively. An automatic assessment tool for these symptoms will …
View article: A voice-based biomarker for monitoring symptom resolution in adults with COVID-19: Findings from the prospective Predi-COVID cohort study
A voice-based biomarker for monitoring symptom resolution in adults with COVID-19: Findings from the prospective Predi-COVID cohort study Open
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 presence of COVID-19 symptoms and derive a digital vocal biomarker …
View article: Recommendations for Successful Implementation of the Use of Vocal Biomarkers for Remote Monitoring of COVID-19 and Long COVID in Clinical Practice and Research
Recommendations for Successful Implementation of the Use of Vocal Biomarkers for Remote Monitoring of COVID-19 and Long COVID in Clinical Practice and Research Open
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 digital health solutions to monitor key parameters or symptoms rel…
View article: Long COVID Symptomatology After 12 Months and Its Impact on Quality of Life According to Initial Coronavirus Disease 2019 Disease Severity
Long COVID Symptomatology After 12 Months and Its Impact on Quality of Life According to Initial Coronavirus Disease 2019 Disease Severity Open
Background “Long COVID” is characterized by a variety of symptoms and an important burden for affected people. Our objective was to describe long COVID symptomatology according to initial coronavirus disease 2019 (COVID-19) severity. Metho…
View article: Use of vocal biomarkers for remote monitoring of Covid-19 and Long Covid in clinical practice and research: recommendations for successful implementation (Preprint)
Use of vocal biomarkers for remote monitoring of Covid-19 and Long Covid in clinical practice and research: recommendations for successful implementation (Preprint) Open
UNSTRUCTURED 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 digital health solutions to monitor key parameters o…
View article: Development of a vocal biomarker for fatigue monitoring in people with COVID-19
Development of a vocal biomarker for fatigue monitoring in people with COVID-19 Open
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 2021. Participants A total of 1772 voice recordings was used to train…
View article: Analysis of COVID-19 Spike protein mutations and their effects on its affinity towards human cell receptors
Analysis of COVID-19 Spike protein mutations and their effects on its affinity towards human cell receptors Open
The novel Coronavirus SARS-CoV-2 (2019-nCoV) is a member of the family Coronaviridae and contains a single-stranded RNA genome with positive-polarity. In order to reveal the evolution mechanism of the SARS-CoV2 genome, in particular its sp…
View article: A Voice-Based Biomarker for Monitoring Symptom Resolution in Adults with COVID-19: Findings from the Prospective Predi-COVID Cohort Study
A Voice-Based Biomarker for Monitoring Symptom Resolution in Adults with COVID-19: Findings from the Prospective Predi-COVID Cohort Study Open