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Movano Health Applies Advanced AI Through Deep Learning to Deliver Improved Accuracy of Heart Rate in Motion

Movano Health Applies Advanced AI Through Deep Learning to Deliver Improved Accuracy of Heart Rate in Motion

Movano Health通过深度学习运用先进的人工智能来提供运动中心率的精度。
PR Newswire ·  06/13 09:00

Enhancements address significant clinical enterprise need in wearables for a variety of healthcare applications

增强功能能够满足医疗行业对于可穿戴设备的各种应用的临床需求。

PLEASANTON, Calif., June 13, 2024 /PRNewswire/ -- Movano Health (Nasdaq: MOVE) announced major advances in the accuracy of its heart rate in motion algorithm following the implementation of deep learning into the processing. The Company recently released an engineering accuracy study directed by Movano Health Founder and CTO Michael Leabman, Enhanced Heart Rate in Motion Accuracy with the Evie Ring Using Advanced Deep Learning Algorithms, which demonstrates the value of deep learning integration into heart rate (HR) algorithms for improved accuracy.

加利福尼亚州普莱森顿,2024年6月13日 / PRNewswire / - Movano Health:移动健康(纳斯达克:MOVE通过深度学习技术的应用,Movano Health近期在其心率算法的精准度方面取得了重大进展。公司最近发布了一项由Movano Health创始人兼首席技术官Michael Leabman指导的Engineering Accuracy Study——Enhanced Heart Rate in Motion Accuracy with the Evie Ring Using Advanced Deep Learning Algorithms,该研究展示了将深度学习技术整合到心率算法中对提升精度的价值。

"Utilizing deep learning is significantly better than standard techniques as it is the optimal solution for removing the effects of motion, eliminating the noise and motion artifacts in the optical signal," said Leabman. "We believe that this is a first of its kind implementation and an innovation that has the potential to enhance the reliability of wearable health monitors, providing users with more accurate and consistent heart rate measurements."

“使用深度学习技术比标准技术要优秀得多,因为它是消除光学信号中的运动效应、消除噪音和运动伪影的最佳解决方案。”Leabman说,“我们认为这是一种独创性的应用,这种创新可以提高可穿戴健康监测仪的可靠性,为用户提供更准确、更一致的心率测量数据。”

The study was conducted with 65 subjects, completing 7-10 sessions of various activities including sleeping, resting, walking, running, climbing stairs, working out at the gym and swimming. Data was collected with the Evie Ring and a Polar H7 chest strap used as a control device. The results demonstrated a high correlation with the Polar H7 chest strap outputs across a diverse data set, confirming the reliable reporting of heart rate by Evie's HR algorithm across all activities.

此研究共有65名参与者,进行了7-10次不同活动的测试,包括睡眠、休息、步行、跑步、爬楼梯、在健身房锻炼和游泳等。测试数据采集了Evie Ring和作为控制设备的Polar H7胸带的数据。测试结果证明,在不同活动的数据集中,Evie的心率算法与Polar H7胸带的输出具有很高的相关性,证实Evie的心率算法在各项活动中可靠地报告心率。

To overcome the challenges of measuring heart rate from PPG signals in wearables, Evie's HR solution combines the best from the signal processing world as well as recent advances in AI-based Deep Learning.

为了克服可穿戴设备中从PPG信号中测量心率的挑战,Evie的心率解决方案结合了信号处理世界的最佳实践和最近的基于人工智能的深度学习技术的进展。

  • Optimally filtering out motion artifacts and more accurately tracking heart rate through development of AI algorithms in a specific, novel Deep Learning solution.
  • Removing motion artifacts from the PPG signal by leveraging both PPG and 3D accelerometer data.
  • Enhancing the signal-to-noise ratio (SNR) through Deep Learning.
  • 通过特定的、新颖的深度学习解决方案,最优化地过滤出运动伪影,并更准确地追踪心率。
  • 通过利用PPG和3D加速计数据来消除PPG信号中的运动伪影。
  • 通过深度学习来提高信噪比。

The Company plans to convert all Evie Ring algorithms including sleep, respiration, heart rate variability (HRV), and blood oxygen saturation (SpO2) through this same process.

该公司计划通过同样的过程将所有Evie Ring算法进行转换,包括睡眠、呼吸、心率变异性(HRV)和血氧饱和度(SpO2)。

About Movano Health
Founded in 2018, Movano Inc. (Nasdaq: MOVE) dba Movano Health is developing a suite of purpose-driven healthcare solutions to bring medical-grade data to the forefront of wearables. Featuring modern and flexible form factors, Movano Health's devices offer an innovative approach to delivering trusted data to both customers and enterprises, capturing a comprehensive picture of an individual's health data and uniquely translating it into personalized and intelligent insights.

关于Movano Health
Movano Health的专有技术和可穿戴医疗设备解决方案将很快实现在医疗保健的若干患者群体中使用连续数据作为一种工具来主动监测和管理健康结果。

Movano Health's proprietary technologies and wearable medical device solutions will soon enable the use of data as a tool to proactively monitor and manage health outcomes across a number of patient populations that exist in healthcare. For more information on Movano Health, visit

Movano Health的专有技术和便携式医疗器械解决方案将很快使数据成为一种工具,以在医疗保健中监测和管理各种病人群体的健康结果。有关Movano Health的更多信息,请访问

Forward Looking Statements
This press release contains forward-looking statements concerning our expectations, anticipations, intentions, beliefs, or strategies regarding the future. These forward-looking statements are based on assumptions that we have made as of the date hereof and are subject to known and unknown risks and uncertainties that could cause actual results, conditions, and events to differ materially from those anticipated. Therefore, you should not place undue reliance on forward-looking statements. Examples of forward-looking statements include, among others, statements we make regarding plans with respect to the commercial launches of the Evie Ring and Evie Med; planned cost-cutting initiatives; anticipated FDA clearance decisions with respect to our products; expected future operating results; product development and features, product releases, clinical trials and regulatory initiatives; our strategies, positioning and expectations for future events or performance. Important factors that could cause actual results to differ materially from those in the forward-looking statements are set forth in our most recent Annual Report on Form 10-K and any subsequent Quarterly Reports on Form 10-Q, and in our other reports filed with the Securities and Exchange Commission, including under the caption "Risk Factors." Any forward-looking statement in this release speaks only as of the date of this release. We undertake no obligation to publicly update any forward-looking statement, whether written or oral, that may be made from time to time, whether as a result of new information, future developments or otherwise.

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SOURCE Movano

来源:Movano

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