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Comprehensive evaluation of machine learning algorithms for predicting sleep-wake conditions and differentiating between the wake conditions before and after sleep during pregnancy based on heart rate variability.
Front Psychiatry. 2023 Jun 6;14:1104222. doi: 10.3389/fpsyt.2023.1104222. eCollection 2023.
Front Psychiatry. 2023.
PMID: 37415686
Free PMC article.
Heart Rate Information-Based Machine Learning Prediction of Emotions Among Pregnant Women.
Li X, Ono C, Warita N, Shoji T, Nakagawa T, Usukura H, Yu Z, Takahashi Y, Ichiji K, Sugita N, Kobayashi N, Kikuchi S, Kunii Y, Murakami K, Ishikuro M, Obara T, Nakamura T, Nagami F, Takai T, Ogishima S, Sugawara J, Hoshiai T, Saito M, Tamiya G, Fuse N, Kuriyama S, Yamamoto M, Yaegashi N, Homma N, Tomita H.
Li X, et al. Among authors: warita n.
Front Psychiatry. 2022 Jan 27;12:799029. doi: 10.3389/fpsyt.2021.799029. eCollection 2021.
Front Psychiatry. 2022.
PMID: 35153864
Free PMC article.
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Prevalence of arrhythmias and conduction disturbances in large population-based samples of children.
Niwa K, Warita N, Sunami Y, Shimura A, Tateno S, Sugita K.
Niwa K, et al. Among authors: warita n.
Cardiol Young. 2004 Feb;14(1):68-74. doi: 10.1017/s104795110400112x.
Cardiol Young. 2004.
PMID: 15237674
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