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ZENODO
Conference object . 2023
License: CC BY
Data sources: ZENODO
ZENODO
Article . 2023
License: CC BY
Data sources: Datacite
ZENODO
Article . 2023
License: CC BY
Data sources: Datacite
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SOUND DETECTION IN THE ICU WITH TINYML: PROJECT WITH ARDUINO NANO 33 BLE SENSE AND EDGE IMPULSE

descriptionPublicationkeyboard_double_arrow_right Article , Conference object 29 Oct 2023Publisher:Zenodo
Authors: Vinicius Belo Da Silva Rayche Dos Santos; Amanda Trindade de Santana Elisiario; João Victor De Souza Prado Siqueira; Muniz Almeida Costa; Fabio da Silva Moraes; De Carvalho Junior, Arnaldo; Walter Augusto Varella;

doi: 10.5281/zenodo.10051682 , 10.5281/zenodo.10051681

SOUND DETECTION IN THE ICU WITH TINYML: PROJECT WITH ARDUINO NANO 33 BLE SENSE AND EDGE IMPULSE

Abstract

This article presents an early warning system for critical events in intensive care units (ICUs). The system uses sound detection techniques with TinyML to quickly identify potentially dangerous events such as suction noises, falls, and cardiac arrests. 

Related Organizations
Keywords

TinyML, ICU, Artificial Intelligence in Health, Sound detection

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    popularity
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green