Elli Valla

According to our database, Elli Valla authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Smartphone-based microkinematic feature analysis for mental fatigue detection using machine learning: Can smartphones reveal when we are tired?

Elli Valla, Lilian Väli, Sven Nõmm, Aaro Toomela

Cogn. Technol. Work., November, 2025

Comparative Evaluation of XAI Techniques for CNN Interpretation in Parkinson's Drawing Test Classification.

Oluwandabira O. Alawode, Elli Valla, Aaro Toomela, Sven Nõmm

Proceedings of the CENTERIS 2025 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2025

2024

Comparison of one- two- and three-dimensional CNN models for drawing-test-based diagnostics of the Parkinson's disease.

Xuechao Wang, Junqing Huang, Marianna Chatzakou, Sven Nõmm, Elli Valla, Kadri Medijainen, Pille Taba, Aaro Toomela, Michael V. Ruzhansky

Biomed. Signal Process. Control., January, 2024

Enhancing Cerebral Palsy Gait Analysis with 3D Computer Vision: A Dual-Camera Approach.

Elli Valla, Gert Kanter, Sven Nõmm, Anton Osvald Kuusk, Peeter Maran, Karl Mihkel Seenmaa, Killu Mägi, Aaro Toomela

Proceedings of the 10th International Conference on Control, 2024

2023

Transforming fatigue assessment: Smartphone-based system with digitized motor skill tests.

Elli Valla, Ain-Joonas Toose, Sven Nõmm, Aaro Toomela

Int. J. Medical Informatics, September, 2023

Deep Learning Based Segmentation of Luria's Alternating Series Test to Support Diagnostics of Parkinson's Disease.

Elli Valla, Henry Laur, Sven Nõmm, Kadri Medijainen, Pille Taba, Aaro Toomela

Proceedings of the International Conference on Machine Learning and Applications, 2023

2022

Tremor-related feature engineering for machine learning based Parkinson's disease diagnostics.

Elli Valla, Sven Nõmm, Kadri Medijainen, Pille Taba, Aaro Toomela

Biomed. Signal Process. Control., 2022