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Instrumentation of Near-term Fetal Sheep for Multivariate Chronic Non-anesthetized Recordings
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Development and validation of a machine learning-based early prediction model for fetal acidosis in vaginal

Li-Juan Zhou1,2, Li Zhang3, Han Wu1

  • 1Department of Anesthesiology, Shengli Clinical Medical College of Fujian Medical University, Fuzhou, Fujian, China.

Scientific Reports
|April 29, 2026
PubMed
Abstract

No abstract available in PubMed .

Keywords:
Fetal acidosisGaussian Naive BayesMachine-learningPrediction model

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Diagnosing acid-base imbalances involves systematically analyzing arterial blood samples, focusing on three key measurements: pH, bicarbonate (HCO3−) concentration, and carbon dioxide partial pressure (PCO2). This analysis follows a four-step process that helps identify the imbalance's underlying cause and nature.
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