Comparative Analysis of Results of Modern Classification Algorithms Usage for Determining the Type of Physical Activity Based on Integrated Sensors Data

Author(s):  
A. V. Agranovskii ◽  
A. P. Silukov
Author(s):  
N. G. Vengerovich ◽  
M. А. Yudin ◽  
M. S. Vakhviyajnen ◽  
O. O. Vladimirova ◽  
I. I. Аlekseeva ◽  
...  

A comparative analysis of influence of fentanyl, dexmedetomidine and their combination on physical activity tolerance, electrocardiogram indexes and integral tolerance rates (therapeutic indices range) was conducted on an experimental model of cardiac failure induced by daily subcutaneous injections of 0.4 mg/kg adrenaline hydrochloride over 7 days. The findings were also confirmed by histomorphologic validation. In a suggested model of impaired cardial function, the analgesic activity and toxicity of fentanyl, dexmedetomidine and their combination were assessed in comparison with intact animals. It was shown that on the background of cardiac pathology, 13 to 25% decrease of average lethal doses was observed for each of the drugs under consideration. At the same time when drugs were administered in combination, an average aanalgetic dose did not change unlike single-drug analgesia.


2018 ◽  
Vol 7 (1) ◽  
pp. 13 ◽  
Author(s):  
Carol Boon Peng Loy-Ee ◽  
Patricia Mui Hoon Ng

Studies have pointed to the benefits of physical activity (PA), yet the level of PA participation among preschoolers islow. This in turn could have resulted in the limited research literature on the PA level or physical educationcurriculum (PEC) of preschool children. Those reviewed here are mostly from countries in the West, as those fromAsia are unavailable. To fill this gap, the present study was carried out to investigate the effectiveness of a formalPEC on the physical ability of a sample of five-year old children from several preschools in Singapore. Using aPhysical Ability Assessment (PAA) tool with five variables, a pre-test/post-test quasi-experimental design was usedto measure the effectiveness of the PEC with control and experimental groups for the comparative analysis. Theresults of the PAA are presented and the implications from the findings and analysis are discussed.


2020 ◽  
Vol 30 (92) ◽  
pp. 13-18
Author(s):  
Janusz Jaworski ◽  
Ewelina Kołodziej

Introduction. Balance control and body posture stability disorders progressing with age are caused by the involutionary changes in the function of the motor and nervous systems. However, it is indicated that regular physical activity, also in older adulthood, may have a positive effect on maintaining the functions of individual systems at an optimal level. Study aim: The aim of the study was to assess the postural stability of women above the age of 60 who declare active lifestyles. Material and Methods. The research involved 24 women, who were arbitrarily divided into 3 groups according to their calendar age. The younger group consisted of 14 women below the age of 70 years ( x _ = 65.08; SD = 2.82), whereas the older group comprised 10 older adults, above the age of 70 ( x _ = 73.62; SD = 2.74). The scope of the study included evaluation of selected postural stability parameters: 95% of the ellipse area covered by the moving COP, statokinesiogram path length, mean speed regarding displacement of the centre of foot pressure, total left and total right foot pressure. The examinations were performed in June 2018 using the Zerbis FDM-S dynamographic platform. The research material collected in this way was subjected to statistical analysis. Basic descriptive statistics were calculated and normality of the distribution of variables was verified using the Shapiro- Wilk test. The Student’s t-test for independent variables or Mann-Whitney’s U-test (depending on the distribution) were used to determine the significance of differences concerning the analysed parameters of postural stability between the groups studied. Furthermore, for 95% of the ellipse area covered by the moving COP, statokinesiogram path and mean speed of the displacement of the centre of foot pressure and standardised profiles were calculated for both chronological age groups. Standardisation of the results was performed using means and standard deviations of the entire material (T scale). Results. The results of the study indicate a higher level of postural stability among women from the younger group. However, comparative analysis did not reveal any statistically significant intergroup differences. Mean point scores on the T scale in the group of younger women for the 3 variables ranged from 50.98 to 51.60 points, whereas for older women, this was from 48.90 to 48.98 points. The differences between characteristics in the group of younger women totalled ca. 0.62 points, while in the older group, this value was 0.08 points. Conclusions. comparative analysis allowed to show that postural stability indices in women above 70 decreased compared to the results obtained for the younger group. Regular physical activity may be one of the significant factors in the prevention of postural stability regression.


1993 ◽  
Vol 55 (5) ◽  
pp. 1097-1103 ◽  
Author(s):  
ROBERT J. STRATTA ◽  
RODNEY J. TAYLOR ◽  
CLAIRE F. OZAKI ◽  
J. STEVEN BYNON ◽  
SUZANNE A. MILLER ◽  
...  

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