AI-based Analysis of Vital Cardiovascular Metrics

Project image

Challenge

  • To develop a system for automatic analysis of ECG, PCG, and PPG sensor data. To handle noisy data, missing peaks, and fiducial points, required proper data preprocessing

Implementation Details

  • A comprehensive application that seamlessly integrates with the client's noisy hardware (wearable sensors) and delivers accurate cardiovascular metrics such as PEP, LVET, IVCT. The application outperformed the legacy POC solution by a significant margin, achieving an accuracy and sensitivity of over 70%.

Industry

Service

Type

  • Template Solution

Keywords

  • AI Software Development

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    Michael Gurbych Director,
    Operations and Finance
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