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)

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 (ICMLA, 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, 2023)

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 (CoDIT, 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., 2024)