Big data in sleep medicine: prospects and pitfalls in phenotyping

Clinical polysomnography (PSG) databases are a rich resource in the era of “big data” analytics. We explore the uses and potential pitfalls of clinical data mining of PSG using statistical principles and analysis of clinical data from our sleep center. We performed retrospective analysis of self-rep...

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Bibliografiske detaljer
Udgivet i:Nat Sci Sleep
Main Authors: Bianchi, Matt T, Russo, Kathryn, Gabbidon, Harriett, Smith, Tiaundra, Goparaju, Balaji, Westover, M Brandon
Format: Artigo
Sprog:Inglês
Udgivet: Dove Medical Press 2017
Fag:
Original Research
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5317347/
https://ncbi.nlm.nih.gov/pubmed/28243157
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2147/NSS.S130141
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