Elli Valla

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 4

Top Topics

Feature Engineering

Diagnostic Process

Speech Processing

Dependency Parsing

Top Venues

Biomed. Signal Process. Control.

Int. J. Medical Informatics

Publications

Xuechao Wang, Junqing Huang, Marianna Chatzakou, Sven Nõmm, Elli Valla, Kadri Medijainen, Pille Taba, Aaro Toomela, Michael V. Ruzhansky
Comparison of one- two- and three-dimensional CNN models for drawing-test-based diagnostics of the Parkinson's disease. Biomed. Signal Process. Control. 87 (Part B) (2024)
Elli Valla, Ain-Joonas Toose, Sven Nõmm, Aaro Toomela
Transforming fatigue assessment: Smartphone-based system with digitized motor skill tests. Int. J. Medical Informatics 177 (2023)
Elli Valla, Henry Laur, Sven Nõmm, Kadri Medijainen, Pille Taba, Aaro Toomela
Deep Learning Based Segmentation of Luria's Alternating Series Test to Support Diagnostics of Parkinson's Disease. ICMLA (2023)
Elli Valla, Sven Nõmm, Kadri Medijainen, Pille Taba, Aaro Toomela
Tremor-related feature engineering for machine learning based Parkinson's disease diagnostics. Biomed. Signal Process. Control. 75 (2022)