Keyphrases
Machine Learning Approach
100%
Allergic Rhinitis
100%
Childhood Dermatitis
100%
Exposure to Air Pollutants
100%
Birth Cohort Study
100%
Prenatal Exposure
100%
Atopic Dermatitis
60%
Taiwan
40%
Predictive Ability
40%
Heterogeneous Attributes
40%
Data Mining Techniques
20%
Significant Predictors
20%
High Sensitivity
20%
High Specificity
20%
K-nearest
20%
Tree Model
20%
Machine Learning Techniques
20%
Area under the Receiver Operating Characteristic Curve
20%
Air Quality
20%
Changes with Time
20%
Air Pollutant Concentration
20%
Pregnant Women
20%
Structured Questionnaire
20%
Environmental Exposure
20%
Record Data
20%
Allergic Diseases
20%
Cohort Data
20%
Medical History
20%
Weighted K-nearest Neighbor
20%
Socioeconomic Status
20%
Demographic Information
20%
Attribute Set
20%
Machine Learning Analysis
20%
Nitrogen Dioxide NO2
20%
Allergen
20%
Mother-infant Pairs
20%
Childbirth
20%
Longitudinal Birth Cohort
20%
Maternity Hospitals
20%
Air Quality Monitoring Stations
20%
Childhood Allergy
20%
Air Quality Index
20%
Hourly Concentration
20%
24-hour Dietary Recall
20%
Allergic Rhinitis in children
20%
Air Pollution Exposure
20%
Nursing and Health Professions
Cohort Analysis
100%
Atopic Dermatitis
100%
Prenatal Exposure
100%
Allergic Rhinitis
100%
Air Quality
50%
Hospital
16%
Prevalence
16%
Disease
16%
Medical History
16%
K Nearest Neighbor
16%
Socioeconomic Status
16%
Receiver Operating Characteristic
16%
Population
16%
Sensitivity and Specificity
16%
Nitrogen Dioxide
16%
Allergen
16%
Environmental Exposure
16%
Biochemistry, Genetics and Molecular Biology
Cohort Study
100%
Prevalence
100%
K Nearest Neighbor
100%
Tree
100%
Population
100%
Childbirth
100%
Pharmacology, Toxicology and Pharmaceutical Science
Cohort Study
100%
Atopic Dermatitis
100%
Allergic Rhinitis
100%
Prenatal Exposure
100%
Disease
16%
Prevalence
16%
Tree
16%
Allergen
16%
Medical History
16%
Nitrogen Dioxide
16%
Environmental Exposure
16%
Immunology and Microbiology
Allergic Rhinitis
100%
Atopic Dermatitis
100%
Prevalence
16%
Population
16%
Tree
16%
Allergen
16%
Data Mining
16%
K Nearest Neighbor
16%
Childbirth
16%