为脆弱人群开发远程健康监测系统:初步研究
Akitoshi Seiyama1, Nami Konishi2, Tatsuro Miura3,4
1Creative Design & Data Science Center, Akita International University, Akita, Japan. aseiyama@aiu.ac.jp.
Advances in experimental medicine and biology
|October 14, 2024
概括
一个新的可穿戴系统可以监测老年人的生命体征,包括心率和氧气水平. 虽然局部参数准确度很好,但系统参数测量需要改进,以便可靠的健康监测.
科学领域:
- 生物医学工程 生物医学工程
- 老年学是一门学科.
- 健康监测 卫生监测
背景情况:
- 老龄化导致呼吸和心血管功能下降.
- 慢性呼吸道和心血管疾病随着年龄的增长而增加,造成严重的健康风险.
- 有效监测生命体征对于管理老年人与年龄有关的健康状况至关重要.
研究的目的:
- 为老年人开发和验证可穿戴的生命体征监测系统.
- 对系统和局部生理参数评估开发系统的准确性.
- 确定可穿戴健康监测技术需要改进的领域.
主要方法:
- 开发一种用于监测生命体征的新型可穿戴系统.
- 针对系统性 (心率,血液氧化) 和局部性 (皮肤温度,湿度) 参数,与经授权的医疗器械进行比较验证.
- 数据偏差和采集准确性的分析.
主要成果:
- 可穿戴系统的可接受数据采集率约为89%.
- 系统参数的平均值没有发现显著差异,但数据偏差更高.
- 观察到局部参数的平均值有显著差异,设备之间的数据偏差相似.
结论:
- 开发的可穿戴系统显示了监测老年人的生命体征的潜力.
- 系统参数测量的进一步改进是必要的,以超过90%的数据采集准确度.
- 这项研究强调了对老龄化人口的可穿戴健康技术持续创新的需要.
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