Aaro Toomela

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 19

Top Topics

Feature Engineering

Decision Tree Classifiers

Quantitative Analysis

Top Venues

Biomed. Signal Process. Control.

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)
Xuechao Wang, Junqing Huang, Marianna Chatzakou, Kadri Medijainen, Aaro Toomela, Sven Nõmm, Michael V. Ruzhansky
LSTM-CNN: An efficient diagnostic network for Parkinson's disease utilizing dynamic handwriting analysis. Comput. Methods Programs Biomed. 247 (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)
Xuechao Wang, Junqing Huang, Marianna Chatzakou, Kadri Medijainen, Pille Taba, Aaro Toomela, Sven Nomm, Michael Ruzhansky
A Light-weight CNN Model for Efficient Parkinson's Disease Diagnostics. CoRR (2023)
Xuechao Wang, Junqing Huang, Sven Nomm, Marianna Chatzakou, Kadri Medijainen, Aaro Toomela, Michael V. Ruzhansky
LSTM-CNN: An efficient diagnostic network for Parkinson's disease utilizing dynamic handwriting analysis. CoRR (2023)
Xuechao Wang, Junqing Huang, Marianna Chatzakou, Kadri Medijainen, Pille Taba, Aaro Toomela, Sven Nõmm, Michael V. Ruzhansky
A Light-weight CNN Model for Efficient Parkinson's Disease Diagnostics. CBMS (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)
Sergei Zarembo, Sven Nõmm, Kadri Medijainen, Pille Taba, Aaro Toomela
CNN Based Analysis of the Luria's Alternating Series Test for Parkinson's Disease Diagnostics. ACIIDS (Companion) (2021)
Aleksei Netsunajev, Sven Nõmm, Aaro Toomela, Kadri Medijainen, Pille Taba
Parkinson's Disease Diagnostics Based on the Analysis of Digital Sentence Writing Test. Vietnam. J. Comput. Sci. 8 (4) (2021)
Aleksei Netsunajev, Sven Nõmm, Aaro Toomela, Kadri Medijainen, Pille Taba
Sentence Writing Test for Parkinson Disease Modeling: Comparing Predictive Ability of Classifiers. ACIIDS (1) (2020)
Sven Nomm, Tanel Kossas, Aaro Toomela, Kadri Medijainen, Pille Taba
Determining Necessary Length of the Alternating Series Test for Parkinson's Disease Modelling. CW (2019)
Anna Krajushkina, Sven Nomm, Aaro Toomela, Kadri Medijainen, Eveli Tamm, Martti Vaske, Dan Uvarov, Hedi Kahar, Marita Nugis, Pille Taba
Gait Analysis Based Approach for Parkinson's Disease Modeling with Decision Tree Classifiers. SMC (2018)
Sven Nomm, Konstantin Bardos, Aaro Toomela, Kadri Medijainen, Pille Taba
Detailed Analysis of the Luria's Alternating SeriesTests for Parkinson's Disease Diagnostics. ICMLA (2018)
Sven Nomm, Ilja Masharov, Aaro Toomela, Kadri Medijainen, Pille Taba
Interpretable Quantitative Description of the Digital Clock Drawing Test for Parkinson's Disease Modelling. ICARCV (2018)
Sven Nõmm, Aaro Toomela, Jaroslav Kulikov
Towards Modeling of Finger Motions in Virtual Reality Environment. AVR (1) (2017)
Sven Nõmm, Aaro Toomela, Ilia Gaichenja
Towards the Notion of Average Trajectory of the Repeating Motion of Human Limbs. ACIIDS (2) (2017)
Sven Nomm, Aaro Toomela, Julia Kozhenkina, Toomas Toomsoo
Quantitative analysis in the digital Luria's alternating series tests. ICARCV (2016)
Sven Nomm, Konstantin Bardos, Ilja Masarov, Julia Kozhenkina, Aaro Toomela, Toomas Toomsoo
Recognition and Analysis of the Contours Drawn during the Poppelreuter's Test. ICMLA (2016)
Sven Nõmm, Tiit Kõnnusaar, Aaro Toomela
Towards Establishing Relationships between Human Arousal Level and Motion Mass. ICONIP (1) (2014)
Sven Nomm, Aaro Toomela, Jevgeni Borushko
Alternative Approach to Model Changes of Human Motor Functions. EMS (2013)