Deep neural network valve detection for accelerometer based cardiac monitoring

Abstract Miniaturized accelerometers incorporated in pacing leads attached directly onto the heart provide a means for continuous monitoring of cardiac function. Several functional accelerometer indices first require detection of valve events. We previously developed a deep neural network to detect...

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Bibliographic Details
Main Authors: Ali Wajdan, Vetle Christoffer Frostelid, Manuel Villegas-Martinez, Per Steinar Halvorsen, Magnus Reinsfelt Krogh, Ole Jakob Elle, Espen Wattenberg Remme
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-00845-2
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