- Tytuł:
- Comparative analysis of computer typing of healthy people and people with Parkinson’s disease
- Autorzy:
-
Anchimowicz, Anna
Derlatka, Marcin - Powiązania:
- https://bibliotekanauki.pl/chapters/2215317.pdf
- Data publikacji:
- 2022
- Wydawca:
- Politechnika Białostocka. Oficyna Wydawnicza Politechniki Białostockiej
- Tematy:
-
Parkinson’s disease
keyboard typing
statistical analysis - Opis:
- Nowadays, methods are being searched in order to detect Parkinson’s disease at an early stage. This would aid faster diagnosis and a more objective assessment of the severity of the condition. This paper focuses on examining whether typing differs between healthy people and people with varying degrees of Parkinson’s disease. The analysis used publicly available data from the physionet.org database [1], which contains results from 227 people over several experimental days. Data from only 108 subjects were used, with a maximum of 3 days of use of the Tappy application by one participant with at least 200 clicks considered. Computer keyboard typing parameters, such as button hold time, latency and flight time were taken into account. Statistical analysis of the data obtained using non-parametric Kruskal-Wallis tests showed that there were no statistically significant differences (α < 0.05) between the study groups (healthy people and people with varying degrees of Parkinson’s disease). However, the reason for this may be the small study group and the lack of consideration of medications taken when matching to groups.
- Źródło:
-
Advances in biomedical engineering; 99-107
9788367185400 - Dostawca treści:
- Biblioteka Nauki
Artykuł