In this episode, Priit Kruus talks with Elli Valla, a recent TalTech PhD graduate, about her research using AI and microkinematic analysis to detect Parkinson’s disease through fine motor skill assessment & handwriting on tablet devices. With 96.6% accuracy achieved through synthetic data and deep learning, Elli shares how this method could transform remote diagnostics. We also dive into the realities of healthcare AI—regulatory hurdles, real-world implementation, and the promise o...
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In this episode, Priit Kruus talks with Elli Valla, a recent TalTech PhD graduate, about her research using AI and microkinematic analysis to detect Parkinson’s disease through fine motor skill assessment & handwriting on tablet devices. With 96.6% accuracy achieved through synthetic data and deep learning, Elli shares how this method could transform remote diagnostics. We also dive into the realities of healthcare AI—regulatory hurdles, real-world implementation, and the promise o...
#11 Kerli Linna: Selleks, et saada ülevaadet inimese diagnoosidest, ei peaks läbi käima kümmet dokumenti
TalTech Digital Health
1 hour 11 minutes
4 years ago
#11 Kerli Linna: Selleks, et saada ülevaadet inimese diagnoosidest, ei peaks läbi käima kümmet dokumenti
Taskuhäälingu uues episoodis on meil külas Tervise ja Heaolu Infosüsteemide Keskuse andmekorraldustalituse juhataja Kerli Linna. Räägime terviseandmete tähtsusest ning milline mõju oli andmekasutusele COVID-19 kriisil. Mis on andmekvaliteet, kuidas andmeid kogutakse ning milliseid standardeid selleks kasutatakse? Arutleme, kuidas hõlbustada tervishoiutöötajate andmete kasutamist, tagades sealjuures lõppkasutaja mugavus. Ühtlasi vaatame lähemalt, milline nägi välja COVID-19 sertifikaadi loomis...
TalTech Digital Health
In this episode, Priit Kruus talks with Elli Valla, a recent TalTech PhD graduate, about her research using AI and microkinematic analysis to detect Parkinson’s disease through fine motor skill assessment & handwriting on tablet devices. With 96.6% accuracy achieved through synthetic data and deep learning, Elli shares how this method could transform remote diagnostics. We also dive into the realities of healthcare AI—regulatory hurdles, real-world implementation, and the promise o...
