Machine Learning Model Based on Transthoracic Bioimpedance and Heart Rate Variability for Lung Fluid Accumulation Detection: Prospective Clinical Study

BACKGROUND: Accumulation of excess body fluid and autonomic dysregulation are clinically important characteristics of acute decompensated heart failure. We hypothesized that transthoracic bioimpedance, a noninvasive, simple method for measuring fluid retention in lungs, and heart rate variability, a...

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Foilsithe in:JMIR Med Inform
Main Authors: Reljin, Natasa, Posada-Quintero, Hugo F, Eaton-Robb, Caitlin, Binici, Sophia, Ensom, Emily, Ding, Eric, Hayes, Anna, Riistama, Jarno, Darling, Chad, McManus, David, Chon, Ki H
Formáid: Artigo
Teanga:Inglês
Foilsithe: JMIR Publications 2020
Ábhair:
Original Paper
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC7484776/
https://ncbi.nlm.nih.gov/pubmed/32852277
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/18715
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