Non-linear regulation of cardiac autonomic modulation in obese youths: interpolation of ultra-short time series.

David M GarnerFranciele Marques Vanderlei Vitor Engrácia ValentiLuiz Carlos M Vanderlei

Published in: Cardiology in the young (2020)

Chaotic global analysis was offered as a robust technique to distinguish autonomic dysfunction in obese youths. It can discriminate the two different groups using ultra-short data lengths, and no cubic spline interpolations need be applied.

Keyphrases

heart rate variability
adipose tissue
weight loss
metabolic syndrome
heart rate
high resolution
type diabetes
obese patients
oxidative stress
bariatric surgery
big data
heart failure
mass spectrometry
deep learning
atrial fibrillation
data analysis