Keyphrases
National Cohort Study
100%
Prediction Model
100%
Postpartum Depression
100%
Machine Learning Based
100%
Depression Prediction
100%
Validation Set
25%
Electronic Health Records
25%
Israel
12%
First Year
12%
High-risk Population
12%
Training Model
12%
Preventive Intervention
12%
Training Set
12%
Model Validation
12%
Longitudinal Cohort
12%
Birth Cohort
12%
Machine Learning Models
12%
Confidence Interval
12%
Strong Predictor
12%
90th Percentile
12%
Health Maintenance Organizations
12%
New Onset
12%
Blood Test
12%
Positive Predictive Value
12%
Depression Risk
12%
Risk Threshold
12%
Negative Predictive Value
12%
Symptom-based
12%
Obstetrics
12%
Area under the Curve
12%
Gradient Boosting Decision Tree
12%
Decision Tree Algorithm
12%
Electronic Health Record Data
12%
New Diagnosis
12%
Screening Practices
12%
Depressive Episode
12%
Electronic Health Record Databases
12%
Antidepressant Prescribing
12%
Self-reported Symptoms
12%
Symptom-based Screening
12%
Postpartum Depression Screening
12%
Integrative Tool
12%
Medicine and Dentistry
Cohort Analysis
100%
Postpartum Depression
100%
Electronic Health Record
44%
Self Report
11%
High Risk Population
11%
Obstetrics
11%
Case Definition
11%
First Year Postpartum
11%
Antidepressant
11%
Depressive Disorder
11%
Agricultural and Biological Sciences
Confidence Interval
100%
Risk Factor
100%
At-Risk Population
100%
Biochemistry, Genetics and Molecular Biology
Cohort Study
100%
Electronic Health Record
100%
High Risk Population
25%
Decision Trees
25%
Self Report
25%