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The Decoder:AI News· Manuel Uth·· 3 小时前AI 评分45

Google AI 无需袖带即可用普通智能手表检测高血压迹象

Google's AI detects high blood pressure from a regular smartwatch without a cuff

文章要点
  • 1Google 的 AI 可用普通智能手表检测高血压迹象,仅靠内置脉搏和运动传感器,无需袖带校准
  • 2神经网络从近 50 万小时手表数据自学脉搏心跳规律,研究已发表于 Nature
  • 3196 人五家美国机构测试中,手表识别出 65.8% 的高血压者,高于诊室测量的 55.3%
  • 4Google 称成果已并入 Google Health 应用的血压趋势功能,但仍属研究项目不替代诊断
决策要点

消费级手表正被变成医疗筛查的前置入口,只需已有传感器即可提示高血压,硬件门槛低而数据与模型成为竞争点。

  • 影响:健康管理的触达入口可能从体检前移到日常佩戴,改变慢病人群的发现路径;手表厂商凭现有脉搏和运动传感器即可叠加同类能力;该功能定位为提示且不替代诊断,医疗适用边界仍在研究阶段。
  • 参考:健康或保险业务可考虑测算手表数据接入慢病筛查流程的可行成本;硬件团队值得盘点现有设备是否已具备脉搏与运动两类传感器;健康类宣传先按研究项目定位,明确不替代诊断。
  • 依据:成果发表于 Nature,196 人五家美国机构测试中手表检出 65.8% 对诊室测量 55.3%,细节经 Google 博客口径转述,暂无独立验证。
正文

A Google Research AI can detect signs of high blood pressure using a regular smartwatch, with no blood pressure cuff needed for calibration. The AI relies on two sensors already built into modern watches—a pulse sensor and a motion sensor—according to a Google blog post. The study was published in Nature.

A neural network learned from nearly 500,000 hours of sensor data by comparing short segments and figuring out which ones belonged to the same person, picking up typical pulse and heartbeat patterns without any diagnoses to guide it. The system then averages these patterns over several days and calculates a probability for high blood pressure. Google's health model SensorFM also learns from smartwatch data.

In a study of 196 people across five US research sites, the watch spotted hypertension about as well as a traditional cuff, identifying 65.8 percent of those with high blood pressure compared to 55.3 percent for the standard in-office measurement.

Google says the findings have been folded into the blood pressure trends feature in the Google Health app, but the method is still a research project and doesn't replace a diagnosis. The goal is to nudge people toward getting checked. More than half of people with high blood pressure don't know they have it, according to Google.

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来源:The Decoder:AI News · the-decoder.com