Fetal heart rate changes and labor neuraxial analgesia: a machine learning approach

Keyphrases

• Fetal Heart Rate 100%
• Heart Rate Change 100%
• Labor Analgesia 100%
• Machine Learning Approach 100%
• Combined Spinal Epidural 100%
• Total Dose 60%
• Bupivacaine 60%
• Prediction Accuracy 40%
• Deceleration 40%
• Multiple Regression 40%
• Parturient 40%
• Tree-based 40%
• Random Forest 40%
• Fetal Bradycardia 40%
• Retrospective Analysis 20%
• Phenylephrine 20%
• Vasopressors 20%
• Machine Learning Algorithms 20%
• Good Accuracy 20%
• Ridge Regression 20%
• Elastic Net 20%
• Random Forest Regression 20%
• Neuraxial Analgesia 20%
• General Additive Model 20%
• Principal Component Regression Model 20%
• Change Prediction 20%

Medicine and Dentistry

• Fetal Heart Rate 100%
• Neuraxial Analgesia 100%
• Bupivacaine 60%
• Clinician 40%
• Body Mass Index 20%
• Phenylephrine 20%
• Hypertensive Factor 20%
• Obstetric Analgesia 20%