share_log

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通過深度學習運用先進的人工智能來提供運動中心率的精度。
PR Newswire ·  06/13 21:00

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

增強功能能夠滿足醫療行業對於可穿戴設備的各種應用的臨床需求。

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.

加利福尼亞州普萊森頓,2024年6月13日 / PRNewswire / - Movano Health:移動健康(納斯達克:MOVE通過深度學習技術的應用,Movano Health近期在其心率算法的精準度方面取得了重大進展。公司最近發佈了一項由Movano Health創始人兼首席技術官Michael Leabman指導的Engineering Accuracy Study——Enhanced Heart Rate in Motion Accuracy with the Evie Ring Using Advanced Deep Learning Algorithms,該研究展示了將深度學習技術整合到心率算法中對提升精度的價值。

"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."

“使用深度學習技術比標準技術要優秀得多,因爲它是消除光學信號中的運動效應、消除噪音和運動僞影的最佳解決方案。”Leabman說,“我們認爲這是一種獨創性的應用,這種創新可以提高可穿戴健康監測儀的可靠性,爲用戶提供更準確、更一致的心率測量數據。”

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名參與者,進行了7-10次不同活動的測試,包括睡眠、休息、步行、跑步、爬樓梯、在健身房鍛鍊和游泳等。測試數據採集了Evie Ring和作爲控制設備的Polar H7胸帶的數據。測試結果證明,在不同活動的數據集中,Evie的心率算法與Polar H7胸帶的輸出具有很高的相關性,證實Evie的心率算法在各項活動中可靠地報告心率。

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.

爲了克服可穿戴設備中從PPG信號中測量心率的挑戰,Evie的心率解決方案結合了信號處理世界的最佳實踐和最近的基於人工智能的深度學習技術的進展。

  • 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.
  • 通過特定的、新穎的深度學習解決方案,最優化地過濾出運動僞影,並更準確地追蹤心率。
  • 通過利用PPG和3D加速計數據來消除PPG信號中的運動僞影。
  • 通過深度學習來提高信噪比。

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.

該公司計劃通過同樣的過程將所有Evie Ring算法進行轉換,包括睡眠、呼吸、心率變異性(HRV)和血氧飽和度(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.

關於Movano Health
Movano Health的專有技術和可穿戴醫療設備解決方案將很快實現在醫療保健的若干患者群體中使用連續數據作爲一種工具來主動監測和管理健康結果。

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的專有技術和便攜式醫療器械解決方案將很快使數據成爲一種工具,以在醫療保健中監測和管理各種病人群體的健康結果。有關Movano Health的更多信息,請訪問

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.

前瞻性聲明
本新聞稿包含有關我們對未來的期望、預期、意圖、信念或策略的前瞻性聲明。這些前瞻性聲明基於我們截至本日所做的假設,並且可能受到已知和未知的風險和不確定性的影響,這些風險和不確定性可能會導致實際結果、情況和事件與預期不符。因此,您不應過分依賴前瞻性聲明。

SOURCE Movano

來源:Movano

譯文內容由第三人軟體翻譯。


以上內容僅用作資訊或教育之目的,不構成與富途相關的任何投資建議。富途竭力但無法保證上述全部內容的真實性、準確性和原創性。
    搶先評論