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Real Alerts and Artifact Classification in Archived Multi-signal Vital Sign Monitoring Data—Implications for Mining Big Data — Implications for Mining Big Data

PURPOSE: Huge hospital information system databases can be mined for knowledge discovery and decision support, but artifact in stored non-invasive vital sign (VS) high-frequency data streams limits its use. We used machine-learning (ML) algorithms trained on expert-labeled VS data streams to automat...

Täydet tiedot

Tallennettuna:
Bibliografiset tiedot
Julkaisussa:J Clin Monit Comput
Päätekijät: Hravnak, Marilyn, Chen, Lujie, Dubrawski, Artur, Bose, Eliezer, Clermont, Gilles, Pinsky, Michael R.
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: 2015
Aiheet:
Linkit:https://ncbi.nlm.nih.gov/pmc/articles/PMC4821824/
https://ncbi.nlm.nih.gov/pubmed/26438655
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10877-015-9788-2
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