@article{DBLP:journals/bspc/WangHCNVMTTR24,
author = {Xuechao Wang and
Junqing Huang and
Marianna Chatzakou and
Sven N{\~{o}}mm and
Elli Valla and
Kadri Medijainen and
Pille Taba and
Aaro Toomela and
Michael V. Ruzhansky},
title = {Comparison of one- two- and three-dimensional {CNN} models for drawing-test-based
diagnostics of the Parkinson's disease},
journal = {Biomed. Signal Process. Control.},
volume = {87},
number = {Part {B}},
pages = {105436},
year = {2024},
url = {https://doi.org/10.1016/j.bspc.2023.105436},
doi = {10.1016/J.BSPC.2023.105436},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bspc/WangHCNVMTTR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/WangHCMTNR24,
author = {Xuechao Wang and
Junqing Huang and
Marianna Chatzakou and
Kadri Medijainen and
Aaro Toomela and
Sven N{\~{o}}mm and
Michael V. Ruzhansky},
title = {{LSTM-CNN:} An efficient diagnostic network for Parkinson's disease
utilizing dynamic handwriting analysis},
journal = {Comput. Methods Programs Biomed.},
volume = {247},
pages = {108066},
year = {2024},
url = {https://doi.org/10.1016/j.cmpb.2024.108066},
doi = {10.1016/J.CMPB.2024.108066},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmpb/WangHCMTNR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/WangHCMTTNR23,
author = {Xuechao Wang and
Junqing Huang and
Marianna Chatzakou and
Kadri Medijainen and
Pille Taba and
Aaro Toomela and
Sven N{\~{o}}mm and
Michael V. Ruzhansky},
editor = {Jo{\~{a}}o Rafael Almeida and
Myra Spiliopoulou and
Jos{\'{e}} Alberto Ben{\'{\i}}tez{-}Andrades and
Giuseppe Placidi and
Alejandro Rodr{\'{\i}}guez Gonz{\'{a}}lez and
Rosa Sicilia and
Bridget Kane},
title = {A Light-weight {CNN} Model for Efficient Parkinson's Disease Diagnostics},
booktitle = {36th {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2023, L'Aquila, Italy, June 22-24, 2023},
pages = {616--621},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CBMS58004.2023.00289},
doi = {10.1109/CBMS58004.2023.00289},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cbms/WangHCMTTNR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/VallaLNMTT23,
author = {Elli Valla and
Henry Laur and
Sven N{\~{o}}mm and
Kadri Medijainen and
Pille Taba and
Aaro Toomela},
title = {Deep Learning Based Segmentation of Luria's Alternating Series Test
to Support Diagnostics of Parkinson's Disease},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1066--1071},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00158},
doi = {10.1109/ICMLA58977.2023.00158},
timestamp = {Tue, 02 Apr 2024 21:06:13 +0200},
biburl = {https://dblp.org/rec/conf/icmla/VallaLNMTT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-00973,
author = {Xuechao Wang and
Junqing Huang and
Marianna Chatzakou and
Kadri Medijainen and
Pille Taba and
Aaro Toomela and
Sven Nomm and
Michael V. Ruzhansky},
title = {A Light-weight {CNN} Model for Efficient Parkinson's Disease Diagnostics},
journal = {CoRR},
volume = {abs/2302.00973},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.00973},
doi = {10.48550/ARXIV.2302.00973},
eprinttype = {arXiv},
eprint = {2302.00973},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-00973.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-11756,
author = {Xuechao Wang and
Junqing Huang and
Sven Nomm and
Marianna Chatzakou and
Kadri Medijainen and
Aaro Toomela and
Michael V. Ruzhansky},
title = {{LSTM-CNN:} An efficient diagnostic network for Parkinson's disease
utilizing dynamic handwriting analysis},
journal = {CoRR},
volume = {abs/2311.11756},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.11756},
doi = {10.48550/ARXIV.2311.11756},
eprinttype = {arXiv},
eprint = {2311.11756},
timestamp = {Thu, 23 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-11756.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bspc/VallaNMTT22,
author = {Elli Valla and
Sven N{\~{o}}mm and
Kadri Medijainen and
Pille Taba and
Aaro Toomela},
title = {Tremor-related feature engineering for machine learning based Parkinson's
disease diagnostics},
journal = {Biomed. Signal Process. Control.},
volume = {75},
pages = {103551},
year = {2022},
url = {https://doi.org/10.1016/j.bspc.2022.103551},
doi = {10.1016/J.BSPC.2022.103551},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bspc/VallaNMTT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vjcs/NetsunajevNTMT21,
author = {Aleksei Netsunajev and
Sven N{\~{o}}mm and
Aaro Toomela and
Kadri Medijainen and
Pille Taba},
title = {Parkinson's Disease Diagnostics Based on the Analysis of Digital Sentence
Writing Test},
journal = {Vietnam. J. Comput. Sci.},
volume = {8},
number = {4},
pages = {493--512},
year = {2021},
url = {https://doi.org/10.1142/S2196888821500238},
doi = {10.1142/S2196888821500238},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vjcs/NetsunajevNTMT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aciids/ZaremboNMTT21,
author = {Sergei Zarembo and
Sven N{\~{o}}mm and
Kadri Medijainen and
Pille Taba and
Aaro Toomela},
editor = {Tzung{-}Pei Hong and
Krystian Wojtkiewicz and
Rathachai Chawuthai and
Pawel Sitek},
title = {{CNN} Based Analysis of the Luria's Alternating Series Test for Parkinson's
Disease Diagnostics},
booktitle = {Recent Challenges in Intelligent Information and Database Systems
- 13th Asian Conference, {ACIIDS} 2021, Phuket, Thailand, April 7-10,
2021, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1371},
pages = {3--13},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-981-16-1685-3\_1},
doi = {10.1007/978-981-16-1685-3\_1},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aciids/ZaremboNMTT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aciids/NetsunajevNTMT20,
author = {Aleksei Netsunajev and
Sven N{\~{o}}mm and
Aaro Toomela and
Kadri Medijainen and
Pille Taba},
editor = {Ngoc Thanh Nguyen and
Kietikul Jearanaitanakij and
Ali Selamat and
Bogdan Trawinski and
Suphamit Chittayasothorn},
title = {Sentence Writing Test for Parkinson Disease Modeling: Comparing Predictive
Ability of Classifiers},
booktitle = {Intelligent Information and Database Systems - 12th Asian Conference,
{ACIIDS} 2020, Phuket, Thailand, March 23-26, 2020, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {12033},
pages = {345--357},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-41964-6\_30},
doi = {10.1007/978-3-030-41964-6\_30},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aciids/NetsunajevNTMT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cw/NommKTMT19,
author = {Sven Nomm and
Tanel Kossas and
Aaro Toomela and
Kadri Medijainen and
Pille Taba},
title = {Determining Necessary Length of the Alternating Series Test for Parkinson's
Disease Modelling},
booktitle = {2019 International Conference on Cyberworlds, {CW} 2019, Kyoto, Japan,
October 2-4, 2019},
pages = {261--266},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CW.2019.00050},
doi = {10.1109/CW.2019.00050},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cw/NommKTMT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icarcv/NommMTMT18,
author = {Sven Nomm and
Ilja Masharov and
Aaro Toomela and
Kadri Medijainen and
Pille Taba},
title = {Interpretable Quantitative Description of the Digital Clock Drawing
Test for Parkinson's Disease Modelling},
booktitle = {15th International Conference on Control, Automation, Robotics and
Vision, {ICARCV} 2018, Singapore, November 18-21, 2018},
pages = {1839--1844},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICARCV.2018.8581074},
doi = {10.1109/ICARCV.2018.8581074},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icarcv/NommMTMT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/NommBTMT18,
author = {Sven Nomm and
Konstantin Bardos and
Aaro Toomela and
Kadri Medijainen and
Pille Taba},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Moamar Sayed Mouchaweh and
Jo{\~{a}}o Gama and
Edwin Lughofer},
title = {Detailed Analysis of the Luria's Alternating SeriesTests for Parkinson's
Disease Diagnostics},
booktitle = {17th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2018, Orlando, FL, USA, December 17-20, 2018},
pages = {1347--1352},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICMLA.2018.00219},
doi = {10.1109/ICMLA.2018.00219},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/NommBTMT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/KrajushkinaNTMT18,
author = {Anna Krajushkina and
Sven Nomm and
Aaro Toomela and
Kadri Medijainen and
Eveli Tamm and
Martti Vaske and
Dan Uvarov and
Hedi Kahar and
Marita Nugis and
Pille Taba},
title = {Gait Analysis Based Approach for Parkinson's Disease Modeling with
Decision Tree Classifiers},
booktitle = {{IEEE} International Conference on Systems, Man, and Cybernetics,
{SMC} 2018, Miyazaki, Japan, October 7-10, 2018},
pages = {3720--3725},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/SMC.2018.00630},
doi = {10.1109/SMC.2018.00630},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc/KrajushkinaNTMT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
