Abstract
This study aims to reveal the scientific associations between the motor competence related physical fitness and the medical health status of college students from south China. Two hundred and fourteen college students, including 112 males and 102 females, from 17 provinces were administrated with the Shantou University fitness test battery twice. All the subjects were asked for a medical examination, including a questionnaire and a physical examination. The records were assessed and concluded by three expertise medical practitioners. A machine learning model equipped with a new loss was designed to deal with the soft label issue. Armed with the trained model, we mine and highlight the relationship between the motor competence related physical fitness and the medical health status of the college students. The physical educators, the educational authorities, the universities, and the individuals may potentially benefit from this study.
Highlights
The medical health status (MHS) of college students attracts widespread attention from the authorities, educators, and researchers
The annual routine medical examination is generalized for college students in China, it is expensive yet difficult for healthcare professionals to provide an overall personal health report for every student according to the medical check-up with a large number of parameters immediately
RESULTS & DISCUSSION The medical examination results are reviewed by two expertise medical practitioners, independently
Summary
The medical health status (MHS) of college students attracts widespread attention from the authorities, educators, and researchers. The correlations among the examination results and the examination results to the physical fitness are still not fully explored. Such explorations are difficult, if not impossible, since the growing number of. Recent studies consistently reported the development of motor competence related physical fitness is associated with the improvement of personal health status [6]–[8]. Based on this evidence, the physical fitness for college students is relevant from a public health point
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