Keyphrases
Non-steroidal Anti-inflammatory Drugs (NSAIDs)
100%
Osteoarthritis
100%
Machine Learning Analysis
100%
Incident Depression
100%
Older Cancer Survivors
100%
Older Adults
22%
Colorectal Cancer
22%
XGBoost Model
22%
Training Data
22%
Breast Cancer
11%
Prostate Cancer
11%
Zip Code
11%
Poverty
11%
Prostate
11%
Longitudinal Data
11%
Non-Hodgkin Lymphoma
11%
12-month Follow-up
11%
Baseline Period
11%
Final Model
11%
Polypharmacy
11%
Surveillance Epidemiology
11%
Medicare Data
11%
Performance Accuracy
11%
Adult Cancer
11%
Retrospective Cohort
11%
Depression Rate
11%
High Performance
11%
Care Fragmentation
11%
Incident Cancer
11%
Hyperparameter Tuning
11%
Code Level
11%
Shapley Additive Explanations
11%
Stratified Cross-validation
11%
Extreme Gradient Boosting(XGBoost)
11%
Mathematics
Longitudinal Data
100%
Cross-Validation
100%
Final Model
100%
Training Dataset
100%
Test Data
100%
Training Data
100%
Medicine and Dentistry
Malignant Neoplasm
100%
Nonsteroid Antiinflammatory Agent
100%
Osteoarthritis
100%
Colorectal Carcinoma
25%
Breast Cancer
12%
Medicare
12%
Cohort Analysis
12%
Prostate Cancer
12%
Cross-Validation
12%
Surveillance, Epidemiology, and End Results
12%
Polypharmacy
12%
Non-Hodgkin Lymphoma
12%
Nursing and Health Professions
Malignant Neoplasm
100%
Osteoarthritis
100%
Nonsteroid Antiinflammatory Agent
100%
Colorectal Carcinoma
25%
Breast Cancer
12%
Medicare
12%
Cohort Analysis
12%
Polypharmacy
12%
Prostate Cancer
12%
Nonhodgkin Lymphoma
12%
Pharmacology, Toxicology and Pharmaceutical Science
Malignant Neoplasm
100%
Non-Steroidal Anti-Inflammatory Drug
100%
Osteoarthritis
100%
Colorectal Carcinoma
25%
Prostate Cancer
12%
Breast Cancer
12%
Nonhodgkin Lymphoma
12%
Cross-Validation
12%
Cohort Study
12%
Polypharmacy
12%
Biochemistry, Genetics and Molecular Biology