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A contrastive learning approach for ICU false arrhythmia alarm reduction

The high rate of false arrhythmia alarms in Intensive Care Units (ICUs) can lead to disruption of care, negatively impacting patients’ health through noise disturbances, and slow staff response time due to alarm fatigue. Prior false-alarm reduction approaches are often rule-based and require hand-cr...

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Detalles Bibliográficos
Autores principales: Zhou, Yuerong, Zhao, Guoshuai, Li, Jun, Sun, Gan, Qian, Xueming, Moody, Benjamin, Mark, Roger G., Lehman, Li-wei H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8933571/
https://www.ncbi.nlm.nih.gov/pubmed/35304473
http://dx.doi.org/10.1038/s41598-022-07761-9