Pille Taba

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 12

Top Topics

Feature Engineering

Decision Tree Classifiers

Physiological Processes

Quantitative Measures

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)
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, 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)