Predicting Diabetes Mellitus Based on the Number of Pregnancies Using Machine Learning Algorithms

Keyphrases

• Artificial Neural Network 100%
• Chronic Metabolic Disorder 20%
• Clinically Significant 20%
• Diabetes Mellitus 100%
• Diabetes Mellitus Prediction 20%
• Diabetes Mellitus Risk 40%
• During Pregnancy 20%
• Early Identification 20%
• Evaluation Results 20%
• Group-based 20%
• K-nearest 40%
• Machine Learning 20%
• Machine Learning Algorithms 100%
• Multigravida 40%
• Nave Bayes 20%
• Network Vector 20%
• Nulligravida 20%
• Number of Pregnancies 100%
• Obstetric Population 40%
• Performance Evaluation 20%
• Prediction Error 20%
• Prediction Model 60%
• Primigravida 20%
• Random Forest Model 20%
• Random Forest Neural Networks 20%
• Risk Prediction 20%
• Serious Complications 20%
• Support Vector Machine 80%

Medicine and Dentistry

• Diabetes Mellitus 100%
• False Negative Result 20%
• Machine Learning Algorithm 100%
• Obstetrics 40%
• Prediction Model 60%
• Primigravida 20%
• Water-Electrolyte Imbalance 20%