Respiratory Rate Estimation Combining Autocorrelation Function-Based Power Spectral Feature Extraction with Gradient Boosting Algorithm

Various machine learning models have been used in the biomedical engineering field, but only a small number of studies have been conducted on respiratory rate estimation. Unlike ensemble models using simple averages of basic learners such as bagging, random forest, and boosting, the gradient boostin...

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Bibliographic Details
Published in:Applied sciences Vol. 12; no. 16; p. 8355
Main Authors: Lee, Soojeong, Moon, Hyeonjoon, Son, Chang-Hwan, Lee, Gangseong
Format: Journal Article
Language:English
Published: Basel MDPI AG 01.08.2022
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ISSN:2076-3417, 2076-3417
Online Access:Get full text
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