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...
All content for TalTech Digital Health is the property of TalTech Digital Health and is served directly from their servers
with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
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...
#24 Elli Valla: How can handwriting help detect Parkinson’s disease?
TalTech Digital Health
52 minutes
2 months ago
#24 Elli Valla: How can handwriting help detect Parkinson’s disease?
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...
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...
