ABSTRACT
Korean Native Black Goats deliver mainly during the cold season. However, in winter, there is a high risk of stunted growth and mortality for their newborns. Therefore, we conducted this study to develop a KNBG parturition detection system that detects and provides managers with early notification of the signs of parturition. The KNBG parturition detection system consists of triaxial accelerometers, gateways, a server, and parturition detection alarm terminals. Then, two different data, the labor and non-labor data, were acquired and a Decision Tree algorithm was used to classify them. After classifying the labor and non-labor states, the sum of the labor status data was multiplied by the activity count value to enhance the classification accuracy. Finally, the Labor Pain Index (LPI) was derived. Based on the LPI, the optimal processing time window was determined to be 10 min, and the threshold value for labor classification was determined to be 14 240.92. The parturition detection rate was 82.4%, with 14 out of 17 parturitions successfully detected, and the average parturition detection time was 90.6 min before the actual parturition time of the first kid. The KNBG parturition detection system is expected to reduce the risk of stunted growth and mortality due to hypothermia in KNBG kids by detecting parturition 90.6 min before the parturition of the first kid, with a success rate of 82.4%, enabling parturition nursing.
ABSTRACT
Aims: To determine the effects of group-task-oriented training (group-TOT) on gross and fine motor function, activities of daily living (ADL) and social function of children with spastic cerebral palsy (CP).Methods: Eighteen children with spastic CP (4-7.5 years, gross motor function classification system level I-III) were randomly assigned to the Group-TOT (9 children received group-TOT for 1 hour, twice a week for 8 weeks) or the comparison group (9 children received individualized traditional physical and occupational therapy). The Gross Motor Function Measure (GMFM)-88, the Bruininks-Oseretsky Test of Motor Proficiency 2nd edition (BOT-2), and the Pediatric Evaluation of Disability Inventory (PEDI) were administered before and after the intervention, and in the Group-TOT, 16 weeks after the intervention.Results: Children in the Group-TOT showed significant improvements in the GMFM-88 standing and walking/running/jumping subscales, the BOT-2 manual dexterity subscale, and the PEDI social function subscale (p < 0.05); changes were maintained 16 weeks after the intervention ended. In contrast, the comparison group improved in only the BOT-2 fine motor integration subscale (p < 0.05).Conclusions: The findings provide evidence of effectiveness of group-TOT in improving gross and fine motor function, and social function in children with CP.
