Search results for "movement sensor"

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Revisiting the cross‐sectional and prospective association of physical activity with body composition and physical fitness in preschoolers: A composi…

2022

Background Information is limited for the benefits of physical activity (PA) in preschoolers. Previous research using accelerometer-assessed PA may be affected for multicollinearity issues. Objectives This study investigated the cross-sectional and prospective associations of sedentary behaviour (SB) and PA with body composition and physical fitness using compositional data analysis. Methods Baseline PA and SB were collected in 4-year-old (n = 315) using wrist-worn GT3X+ during seven 24 h-periods. Body composition (air-displacement plethysmography) and physical fitness (PREFIT test battery) were assessed at baseline and at the 12-month follow-up. Results Increasing vigorous PA at expenses o…

sedentary timelapset (ikäryhmät)liikuntamovement behaviourBody Mass Indexistuminenfitness trackerAccelerometryHumansseurantaExercisekehonkoostumusyouthNutrition and DieteticsHealth PolicyPublic Health Environmental and Occupational HealthPublic Health Global Health Social Medicine and Epidemiologymovement sensorfyysinen kuntoFolkhälsovetenskap global hälsa socialmedicin och epidemiologiCross-Sectional Studiesleikki-ikäisetPhysical FitnessChild PreschoolPediatrics Perinatology and Child HealthBody Compositionfyysinen aktiivisuusfitness tracker; movement behaviour; movement sensor; sedentary time; youthPediatric Obesity
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Description of movement sensor dataset for dog behavior classification

2022

The description and results of the original investigation are found in: Dog behaviour classification with movement sensors placed on the harness and the collar, Kumpulainen, P., Valldeoriola Cardó, A., Somppi, S., Törnqvist, H., Väätäjä, H., Majaranta, P., Gizatdinova, Y., Antink, C. H., Surakka, V., V. Kujala, M., Vainio, O. & Vehkaoja, A., Aug 2021, In: Applied Animal Behaviour Science. 241, 7 p., 105393. Movement sensor data from seven static and dynamic dog behaviors (sitting, standing, lying down, trotting, walking, playing, and (treat) searching i.e. sniffing) was collected from 45 middle to large sized dogs with six degree-of-freedom movement sensors attached to the collar and the ha…

gyroscopeScience (General)Computer applications to medicine. Medical informaticsR858-859.7behavior classificationliikkeenkaappaus413 Veterinary scienceeläinten käyttäytyminenkoiradog activity classificationQ1-390mittauslaitteetMachine learningDog activity classificationData Articleluokitus (toiminta)MultidisciplinaryMovement sensor113 Computer and information sciencesGyroscopeAccelerometermovement sensoraccelerometermachine learningkoneoppiminenBehavior classificationData in Brief
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