This study targeted 15,580 Korean adults aged 40 or older from the 2019-2022 KNHA-NES and aimed to confirm neck circumference criteria for identifying overweight and obesity according to BMI standards using the re...
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다국어 초록 (Multilingual Abstract)
This study targeted 15,580 Korean adults aged 40 or older from the 2019-2022 KNHA-NES and aimed to confirm neck circumference criteria for identifying overweight and obesity according to BMI standards using the re...
This study targeted 15,580 Korean adults aged 40 or older from the 2019-2022 KNHA-NES and aimed to confirm neck circumference criteria for identifying overweight and obesity according to BMI standards using the reportROC package. Pearson’s correlation coefficients indicated a strong positive association between neck circumference and BMI in both male (r=0.802, p<0.001) and female (r=0.762, p<0.001). The ROC analysis results to determine the neck circumference cutoff levels for overweight according to BMI (≥23.0 kg/m2) were 37.1 cm (AUC=0.890, accuracy=0.808) for male and 32.5 cm for female (AUC=0.863, accuracy=0.776). Neck circumference 37.8 cm (AUC=0.879, accuracy=0.784) for male and 33.1 cm (AUC=0.873, accuracy=0.786) for female were the best cutoff levels for determining the subjects with obesity by BMI (≥25.0 kg/m ). This study proposed a cutoff levels for neck circumference that can be 2 used in screening tests to determine overweight and obesity, and for clinical use, additional research is needed to exclude factors affecting neck circumference.
BERT 모델 기반 기술융합기회 탐색 연구: 웨어러블 기술사례를 중심으로
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머신러닝 기반 시설물 안전 점검·진단용역 부실 판정 요인에 대한 연구
Tackling Obesity
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