智能服装用于对犬的持续呼吸监测.
Seokkyoon Hong1, Taewoong Park1, Youngjun Lee1
1Weldon School of Biomedical Engineering, Purdue University, West Lafayette, Indiana 47907, United States.
ACS sensors
|March 3, 2026
概括
一种新的智能服装可以在家中持续,非侵入性地监测狗的呼吸. 这项技术准确地跟踪生命体征和活动,提供有关物健康的见解,并可能使其他动物受益.
科学领域:
- 兽医医学 兽医医学 兽医医学
- 生物医学工程 生物医学工程
- 可穿戴技术可穿戴技术
背景情况:
- 狗需要持续的呼吸监测以了解健康洞察力,但目前的方法是侵入性的或不舒服的.
- 品种特定的解剖学和活跃的生活方式有助于犬的呼吸系统问题.
研究的目的:
- 开发一种智能服装,用于对狗的呼吸,体温和身体活动进行持续的非侵入性监测.
- 为了验证系统在不同品种和活动水平的准确性.
主要方法:
- 在狗服装中集成海绵状应变传感器和数据采集模块.
- 验证使用拉布拉多和拳击手品种来捕捉呼吸模式.
- 卷积神经网络 (CNN) 辅助机器学习 (ML) 的应用用于模式分类.
主要成果:
- 智能服装成功捕捉了特定于品种和活动的呼吸模式,包括呼吸速率,幅度和喘息.
- CNN-ML系统在分类呼吸模式方面取得了超过94.3%的准确性.
- 证明了与呼吸一起监测体温和身体活动的潜力.
结论:
- 智能服装提供了一个可行的解决方案,用于在家进行持续的,非侵入性的狗健康监测.
- 这一平台显示出对包括猫在内的伴侣动物兽医护理的更广泛应用的希望.
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