This paper is in the following e-collection/theme issue:

Machine Learning (2048) Clinical Information and Decision Making (1890) Alarm Fatigue (25) Falls and Emergency Detection with Sensors and other Technologies (56)

Published on in Vol 13 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/35987, first published .
Detection of Polyphonic Alarm Sounds From Medical Devices Using Frequency-Enhanced Deep Learning: Simulation Study

Detection of Polyphonic Alarm Sounds From Medical Devices Using Frequency-Enhanced Deep Learning: Simulation Study

Detection of Polyphonic Alarm Sounds From Medical Devices Using Frequency-Enhanced Deep Learning: Simulation Study

Authors of this article:

Kazumasa Kishimoto1, 2, 3 Author Orcid Image ;   Tadamasa Takemura4 Author Orcid Image ;   Osamu Sugiyama5 Author Orcid Image ;   Ryosuke Kojima2 Author Orcid Image ;   Masahiro Yakami3 Author Orcid Image ;   Goshiro Yamamoto3 Author Orcid Image ;   Tomohiro Kuroda1, 2, 3 Author Orcid Image
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