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
#colivevoice #diabetes #cancer #mentalhealth #respiratoryhealth #research #Science #digitalhealth #DigitalEpidemiology #DigitalBiomarkers #vocalbiomarkers
We're looking forward to a presentation by @lethe_project coordinator @stenhanke from @fh_joanneum as part of our monthly meeting.
#H2020 cross-project collaboration. #DigitalBiomarkers
Find out more about the project
http://www.lethe-project.eu/
Audio Digital Biomarkers Start-Up Raises $3.7M in Seed Funds
A new company developing techniques to analyze internal physiological sounds captured by #stethoscopes as #health indicators is raising $3.7 million in seed funds.
https://sciencebusiness.technewslit.com/?p=44321
#News #Science #Business #MedicalDevice #DigitalBiomarkers #Engineering #StartUp #Entrepreneurs #TheNetherlands #Finland #FDA #Finance #VentureCapital #SeedFunds
#stethoscopes #health #News #science #business #MedicalDevice #DigitalBiomarkers #engineering #startup #Entrepreneurs #thenetherlands #finland #fda #finance #venturecapital #seedfunds
RT @david_berron@twitter.com
I'll soon advertise a 3-year PhD student/postdoc position to work with us on characterizing cognitive change in early Alzheimerβs using smartphone high-frequency testing. Please get in touch if interested! #DigitalBiomarkers #EMA #AmbulatoryAssessment @SAAscience@twitter.com @ANSTNeurotech@twitter.com
π¦π: https://twitter.com/david_berron/status/1601591129547231232
#ambulatoryassessment #EMA #DigitalBiomarkers
RT @david_berron@twitter.com
I'll soon advertise a 3-year PhD student/postdoc position to work with us on characterizing cognitive change in early Alzheimerβs using smartphone high-frequency testing. Please get in touch if interested! #DigitalBiomarkers #EMA #AmbulatoryAssessment @SAAscience@twitter.com @ANSTNeurotech@twitter.com
π¦π: https://twitter.com/david_berron/status/1601591129547231232
#ambulatoryassessment #EMA #DigitalBiomarkers
#DigitalHealth #DigitalBiomarkers #VocalBiomarkers #COVID19
This work has been led by the great @AbirElbeji@twitter.com and our @DDP_LIH@twitter.com @LIH_Luxembourg@twitter.com. Thanks to the coauthors & the @FnrLux@twitter.com & the Losch Foundation for funding the Predi-Cohort study π
7/
#digitalhealth #DigitalBiomarkers #vocalbiomarkers #COVID19
#DigitalHealth #DigitalBiomarkers #VocalBiomarkers #COVID19
The publication in #OpenAccess πhttps://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 π https://github.com/LIHVOICE/Predi_COVID_Fatigue_Vocal_Biomarker
6/
#digitalhealth #DigitalBiomarkers #vocalbiomarkers #COVID19 #openaccess #opensource #opendata
#DigitalHealth #DigitalBiomarkers #VocalBiomarkers #COVID19
This study demonstrates the feasibility of identifying and remotely monitoring fatigue thanks to voice.
Some limitations were identified π
5/
#digitalhealth #DigitalBiomarkers #vocalbiomarkers #COVID19
#DigitalHealth #DigitalBiomarkers #VocalBiomarkers #COVID19
This is a summary of the best performances obtained in men and women for Android and iOS devices. π
4/
#digitalhealth #DigitalBiomarkers #vocalbiomarkers #COVID19
#DigitalHealth #DigitalBiomarkers #VocalBiomarkers #COVID19
We used pre-trained models that were further fine-tuned on our dataset π
3/
#digitalhealth #DigitalBiomarkers #vocalbiomarkers #COVID19
#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
2/
#digitalhealth #DigitalBiomarkers #vocalbiomarkers #COVID19 #ai
#DigitalHealth #DigitalBiomarkers #VocalBiomarkers
π Can we monitor fatigue using voice?
We tested this hypothesis in people with #COVID19 from the Predi-Cohort study @DDP_LIH@twitter.com @LIH_Luxembourg@twitter.com @ResearchLux@twitter.com
Published in @BMJ_Open@twitter.com: https://bmjopen.bmj.com/content/12/11/e062463.full
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#digitalhealth #DigitalBiomarkers #vocalbiomarkers #COVID19 #thread
@zainsyed I am biased but vocal biomarkers are growing fast #digitalhealth #digitalbiomarkers
#digitalhealth #DigitalBiomarkers
I'm the Chief Scientist in the #ClinicalInsights & #Innovation Cell at #MITRE
Before that I was the Director of #DataScience and #MedicalInformatics at Pfizer, leading #DigitalHealth efforts in #DigitalBiomarkers, #DecentralizedTrials, and #AI #ML algorithm development, as well as the co-PI for multiple #ClinicalTrials evaluating #wearables.
My interests for hashtag discovery:
#ArtificialIntelligence #MachineLearning #Bioinformatics #Genomics #RealWorldEvidence #HealthCare
#healthcare #RealWorldEvidence #genomics #bioinformatics #machinelearning #artificialintelligence #wearables #clinicaltrials #ml #ai #decentralizedtrials #DigitalBiomarkers #digitalhealth #MedicalInformatics #datascience #MITRE #innovation #ClinicalInsights #introduction
π’ "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."
π
#epidemiology #publichealth #digitalhealth #academic #ClinicalResearch #science #scicomm #biomarkers #diabetes #t1d #cancer #mentalhealth #LongCovid #digitalbiomarkers #vocalbiomarkers #research
#epidemiology #publichealth #digitalhealth #academic #clinicalresearch #Science #scicomm #biomarkers #diabetes #t1d #cancer #mentalhealth #LongCovid #DigitalBiomarkers #vocalbiomarkers #research
#Introduction #Twittermigration
Hey, I am Guy Fagherazzi, director of the Department of Precision Health, and Head of the Deep Digital Phenotyping #DDP Research Unit at the Luxembourg Institute of Health.
I will mainly toot about our research activities on #DigitalEpidemiology #DigitalHealth #DigitalBiomarkers #BigData #AI in #Diabetes #T1D #Cancer #MentalHealth #COVID19 & #LongCOVID.
#introduction #twittermigration #DDP #DigitalEpidemiology #digitalhealth #DigitalBiomarkers #bigdata #ai #diabetes #t1d #cancer #mentalhealth #COVID19 #LongCovid #epidemiologist #epidemiology #publichealth #academic
π’ "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."
π
#epidemiology #publichealth #digitalhealth #academic #ClinicalResearch #science #scicomm #biomarkers #diabetes #t1d #cancer #mentalhealth #LongCovid #digitalbiomarkers #vocalbiomarkers #research
#epidemiology #publichealth #digitalhealth #academic #ClinicalResearch #science #scicomm #biomarkers #diabetes #t1d #cancer #mentalhealth #LongCovid #DigitalBiomarkers #vocalbiomarkers #research
#Introduction #Twittermigration
Hey, I am Guy Fagherazzi, director of the Department of Precision Health, and Head of the Deep Digital Phenotyping #DDP Research Unit at the Luxembourg Institute of Health.
I will mainly toot about our research activities on #DigitalEpidemiology #DigitalHealth #DigitalBiomarkers #BigData #AI in #Diabetes #T1D #Cancer #MentalHealth #COVID19 & #LongCOVID.
#introduction #twittermigration #DDP #DigitalEpidemiology #digitalhealth #DigitalBiomarkers #bigdata #ai #diabetes #t1d #cancer #mentalhealth #COVID19 #LongCovid #epidemiologist #epidemiology #publichealth #academic