Keyphrases
United Arab Emirates
100%
Predictive Modeling
100%
Epidemiological Data
100%
Gestational Diabetes Mellitus
100%
Diabetes Diagnosis
50%
Machine Learning Models
30%
Random Forest
20%
Shapley Additive Explanations
20%
Gradient Boosting Model
20%
Prediction Model
10%
Pregnant Women
10%
Modeling Techniques
10%
Health Professionals
10%
Systematic Evaluation
10%
Predictive Ability
10%
Body Mass Index
10%
Adverse Outcomes
10%
Medical Outcomes
10%
Maternal Age
10%
Birth Cohort
10%
Maternal Factors
10%
Early Gestation
10%
Early Pregnancy
10%
Risk Prediction Model
10%
Machine Learning Modeling
10%
XGBoost
10%
Extreme Gradient Boosting(XGBoost)
10%
XGBoost Model
10%
Gravidity
10%
Local Interpretation
10%
Previous Gestational Diabetes Mellitus
10%
Diabetes Mellitus Risk
10%
XGBoost Algorithm
10%
Mathematics
Predictive Modeling
100%
Gradient Boosting Model
100%
Pregnant Woman
50%
Health Professionals
50%
Random Model
50%
Optimal Model
50%
Engineering
Learning System
100%
Random Forest
50%
Early Stage
25%
Collected Data
25%
Body Mass
25%
Risk Prediction
25%
Health Professionals
25%
Biochemistry, Genetics and Molecular Biology
Epidemiological Data
100%
Random Forest
66%
Body Mass
33%
First Trimester Pregnancy
33%
Maternal Age
33%
Pharmacology, Toxicology and Pharmaceutical Science
Pregnancy Diabetes Mellitus
100%
Predictive Modeling
100%
Adverse Outcome
9%
Neuroscience
Diabetes Mellitus
100%
Body Mass Index
9%