背部延伸器的强度作为潜在的脆弱标记,使用倾向性得分匹配和机器学习
Taewook Kim1, Gowun Kim2,3,4, Hee-Won Park2,3,4
1Department of Education & Human Resources Development, Seoul National University Hospital, Seoul 03080, Republic of Korea.
Journal of clinical medicine
|October 14, 2023
概括
背部延伸器的强度显示出作为脆弱性标记物的承诺. 强壮的背部肌肉与更好的身体功能相关,这表明它可以帮助识别老年人的脆弱性.
科学领域:
- 老年学是一门学科.
- 肌肉骨健康 肌肉骨健康
- 生物医学工程 生物医学工程
背景情况:
- 虚弱是一种严重的老年综合征,与不良健康结果相关.
- 目前的脆弱性评估可能耗时,需要专门的设备.
- 识别可访问和可靠的脆弱性标志物对于早期干预至关重要.
研究的目的:
- 为了调查背部延伸器的强度作为潜在的脆弱性的替代标记.
- 为了检查背部伸展器强度和身体组成之间的关联.
- 为了评估背部延伸器强度对脆弱状态的预测能力.
主要方法:
- 对560名农民进行横截面研究.
- 计算机断层扫描 (CT) 扫描用于干部肌肉和脂肪组成分析.
- 测量背部延伸器的强度和弗里德的脆弱性标准.
- 统计分析包括多变量回归,倾向性得分匹配和XGBoost.
主要成果:
- 背部伸展器的强度与腹部和背部肌肉体积正相关 (p < 0.05).
- 腰部延伸器的强度与握力,步行速度和疲劳增加的减少有关.
- 多变量后勤回归和XGBoost确定了背部延伸器的强度作为脆弱的重要预测因素.
结论:
- 背部延伸器的强度显示出作为评估脆弱性的实用和替代标记物的潜力.
- 这一发现可能有助于在临床和研究环境中更简单,更广泛地进行脆弱性查.
相关概念视频
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