人工智能驱动的无线传感用于健康管理
Merih Deniz Toruner1, Victoria Shi2, John Sollee1
1The Warren Alpert Medical School, Brown University, Providence, RI 02903, USA.
Bioengineering (Basel, Switzerland)
|March 28, 2025
概括
无线传感与人工智能 (AI) 结合,为实时健康监测和早期疾病检测提供了强大的工具. 这些由人工智能驱动的无线传感技术有望增强临床护理和精准医学.
科学领域:
- 生物医学工程 生物医学工程
- 医疗信息学 医疗信息学
- 人工智能在医学中的应用
背景情况:
- 技术进步使无线传感和人工智能 (AI) 的整合成为实时医疗监测和干预的可能.
- 无线传感器件在医疗保健中越来越多地用于早期诊断,患者监测和评估治疗反应.
研究的目的:
- 审查用于临床医学的AI无线传感器件的最新进展.
- 分析这些技术在各种医疗领域的优势和局限性.
- 确定人工智能为医疗保健提供无线传感的未来研究方向.
主要方法:
- 在PubMed,IEEEEXplore,Embase和Scopus进行了全面的文献搜索.
- 在10691项已识别的研究中,从10691项已识别的研究中选择了34篇专注于无线传感现实世界验证的相关文章.
- 分析重点是临床应用,优势,局限性以及精准医学中的价值.
主要成果:
- 无线传感和人工智能技术显示出改善诊断,治疗监测和疾病预防的巨大潜力.
- 声信号,通道状态信息和雷达是非侵入性生理变化检测的领先技术.
- 选择的研究强调现实世界的验证和临床适用性.
结论:
- 无线传感在现代临床护理中起着至关重要的作用.
- 越来越多的趋势是将人工智能驱动的无线传感集成到日常医疗保健中.
- 这些技术有望显著支持患者监测和诊断过程.
相关概念视频
01:29Issues And Trends In Healthcare Delivery System
6.5K
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
6.5K
01:30Pulse rhythm
1.7K
Pulse rhythm refers to the pattern of pulsations within specific intervals, offering valuable insights into the regularity or irregularity of the heart's beats as observed through the pattern of pulsation within specific intervals. A regular pulse exhibits a consistent heart rate with uniform waveforms and pulsation force, variations of which can be classified as normal, weak, or bounding.
Conversely, an irregular pulse pattern is termed dysrhythmia, stemming from disruptions in cardiac...
Conversely, an irregular pulse pattern is termed dysrhythmia, stemming from disruptions in cardiac...
1.7K