Shin-Il Lim, Sookyung Jeong
The Relationship between the Frequency of Breakfast Consumption, Conversation with Parents, and Somatic Symptoms in Children: A Three-Wave Latent Growth Model
International journal of environmental research and public health
posture analysis important musculoskeletal disorder prevention relies subjective assessment study investigates applicability reliability machine learning ml pose estimation model human posture assessment also exploring underlying structure data principal component cluster analyses cohort 200 healthy individuals mean age 244 42 years photographed frontal dorsal lateral views used students ttest cohens effect size identify genderspecific postural differences used intraclass correlation coefficient icc assess reliability method findings demonstrate distinct sex differences shoulder adduction angle men 161 19 women 141 15 114 hip adduction angle men 99 22 women 67 15 167 significant differences horizontal inclinations icc analysis highest value 095 confirms reliability approach principal component clustering analyses revealed potential new patterns postural analysis significant differences shoulderhip distance highlighting potential unsupervised ml objective posture analysis offering promising noninvasive method rapid reliable screening physical therapy ergonomics sports