A machine learning approach for predicting treatment response of hyponatremia

A machine learning approach for predicting treatment response of hyponatremia

Hyponatremia leads to severe central nervous system disorders and requires immediate treatment in some cases. However, a rapid increase in serum sodium (s-Na) concentration could cause osmotic demyelination syndrome. To achieve a safety hyponatremia treatment, we develop a prediction model of s-Na c...

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Bibliographic Details
Main Authors: Tamaki Kinoshita, Shintaro Oyama, Daisuke Hagiwara, Yoshinori Azuma, Hiroshi Arima
Format: Article
Language:English
Published: The Japan Endocrine Society 2024-04-01
Series:Endocrine Journal
Subjects:
hyponatremia
predictive machine learning tool
revised adrogué–madias formula
prevention of osmotic demyelination syndrome
monitoring for electrolyte abnormalities
Online Access:https://www.jstage.jst.go.jp/article/endocrj/71/4/71_EJ23-0561/_html/-char/en
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https://www.jstage.jst.go.jp/article/endocrj/71/4/71_EJ23-0561/_html/-char/en

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