Leveraging artificial intelligence for microkinematic analysis of fine motor skills in Parkinson’s disease detection = Tehisintellekti rakendamine peenmotoorika mikrokinemaatilises analüüsis Parkinsoni tõve tuvastamiseks
autor
juhendaja
vastutusandmed
Elli Valla ; [supervisor: Sven Nõmm, co-supervisor: Aaro Toomela ; Tallinn University of Technology, School of Information Technologies, Department of Software Science]
dissertatsiooni liik
doktoritöö
ülikool/teadusasutus
Tallinna Tehnikaülikool
ilmumiskoht
Tallinn
kirjastus/väljaandja
ilmumisaasta
leheküljed
186 p. : ill
seeria-sari
Tallinn University of Technology. Doctoral thesis = Tallinna Tehnikaülikool. Doktoritöö ; 26/2025
vormimärksõna
ISSN
2585-6898
2585-6901 (PDF)
ISBN
978-9916-80-306-6 (PDF)
978-9916-80-305-9
märkused
Autori publikatsioonide nimekiri leheküljel 7
Bibliogr. lk. 67-76
Kokkuvõte eesti keeles
Ilmunud ka võrguressursina
Autori CV inglise ja eesti keeles, lk. 182-186
Thesis (Ph.D. in Computer Science) : Tallinn University of Technology, 2025
leitav
teaduspublikatsioon
teaduspublikatsioon
klassifikaator
TTÜ struktuuriüksus
keel
inglise
- Tremor-related feature engineering for machine learning based Parkinson’s disease diagnostics
- Generative adversarial networks as a data augmentation tool for CNN-based Parkinson's disease diagnostics
- Machine learning based analysis of the upper limb freezing during handwriting in Parkinson's disease patients
- Transforming fatigue assessment : smartphone-based system with digitized motor skill tests
- Comparison of one- two- and three-dimensional CNN models for drawing-test-based diagnostics of the Parkinson’s disease
- Enhancing cerebral palsy gait analysis with 3D computer vision : a dual-camera approach
- Smartphone-based microkinematic feature analysis for mental fatigue detection using machine learning
- Deep Learning Based Segmentation of Luria's Alternating Series Test to Support Diagnostics of Parkinson's Disease
Valla, E. Leveraging artificial intelligence for microkinematic analysis of fine motor skills in Parkinson’s disease detection = Tehisintellekti rakendamine peenmotoorika mikrokinemaatilises analüüsis Parkinsoni tõve tuvastamiseks. Tallinn : TalTech Press, 2025. 186 p. : ill. (Tallinn University of Technology. Doctoral thesis = Tallinna Tehnikaülikool. Doktoritöö ; 26/2025).