#vocalbiomarkers — Public Fediverse posts

If you're interested in participating in #ColiveVoice, find more details at https://www.colivevoice.org.

Should you want to partner with Colive Voice and aid in recruiting participants (open to anyone above the age of 15, regardless of health status and conditions), please contact us https://www.colivevoice.org/en/contact/

#Diabetes #Cancer #MentalHealth #RespiratoryHealth #Research #Science #DigitalHealth #DigitalEpidemiology #DigitalBiomarkers #VocalBiomarkers

I am spending my vacation in #Guadeloupe with my family-in-law, so I took this opportunity to visit our friends at the Diabetology Department of CHU de la Guadeloupe.

Like many other partners, they assist the Luxembourg Institute of Health / Deep Digital Phenotyping research unit in recruiting participants for the Colive Voice research program.

#Research #DigitalHealth #DigitalEpidemiology #VocalBiomarkers #DigitalBiomarkers #ColiveVoice #Diabetes #Cancer #MentalHealth

There is an important rule in the @[email protected] lab for PhD students.

1 first author paper accepted = I buy sushis 🍣.

Today was the celebration of the recent publications from @[email protected] @[email protected] @[email protected] ✊

#DigitalEpidemiology #DigitalHealth #VocalBiomarkers

#DigitalHealth #DigitalBiomarkers #VocalBiomarkers #COVID19

This work has been led by the great @[email protected] and our @[email protected] @[email protected]. Thanks to the coauthors & the @[email protected] & the Losch Foundation for funding the Predi-Cohort study 🙏

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#DigitalHealth #DigitalBiomarkers #VocalBiomarkers #COVID19

The publication in #OpenAccess 👉https://bmjopen.bmj.com/content/12/11/e062463.full

The code and the raw dataset are available in #OpenSource #OpenData if you want to improve or replicate our models 👉 https://github.com/LIHVOICE/Predi_COVID_Fatigue_Vocal_Biomarker

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#DigitalHealth #DigitalBiomarkers #VocalBiomarkers #COVID19

This study demonstrates the feasibility of identifying and remotely monitoring fatigue thanks to voice.

Some limitations were identified 👇

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#DigitalHealth #DigitalBiomarkers #VocalBiomarkers #COVID19

This is a summary of the best performances obtained in men and women for Android and iOS devices. 👇

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#DigitalHealth #DigitalBiomarkers #VocalBiomarkers #COVID19

We used pre-trained models that were further fine-tuned on our dataset 👇

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#DigitalHealth #DigitalBiomarkers #VocalBiomarkers #COVID19

This is the study design
- we regularly recorded participants along with symptoms (including fatigue)
- we preprocessed the data and trained #AI models, separated by gender and smartphone OS

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#DigitalHealth #DigitalBiomarkers #VocalBiomarkers

📄 Can we monitor fatigue using voice?

We tested this hypothesis in people with #COVID19 from the Predi-Cohort study @[email protected] @[email protected] @[email protected]

Published in @[email protected]: https://bmjopen.bmj.com/content/12/11/e062463.full

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#thread

📢 "To help make connections: name things that interest you but aren't in your profile as tags so they are searchable. Then boost/repeat its instructions so others know to do the same."

👇

#epidemiology #publichealth #digitalhealth #academic #ClinicalResearch #science #scicomm #biomarkers #diabetes #t1d #cancer #mentalhealth #LongCovid #digitalbiomarkers #vocalbiomarkers #research

📢 "To help make connections: name things that interest you but aren't in your profile as tags so they are searchable. Then boost/repeat its instructions so others know to do the same."

👇

#epidemiology #publichealth #digitalhealth #academic #ClinicalResearch #science #scicomm #biomarkers #diabetes #t1d #cancer #mentalhealth #LongCovid #digitalbiomarkers #vocalbiomarkers #research