A highly accurate risk factor-based XGBoost multiethnic model for identifying patients with skin cancer

All work done in All Of Us (AoU) Researcher Workbench:
cancer.extract_data.ipynb obtains the data from the AoU OMOP databasecancer.clean_data.ipynb refines the data (re-annotates ancestry, calculate age, reannotates survey data)cancer.analysis_epidemiology.ipynb performs the analyses and predictionscancer.skin_cancer_predictor.manuscript_prepare_data.ipynb prepares the data for figures and tablescancer.skin_cancer_predictor.manuscript.ipynb generates figures and tables for the manuscriptcancer.analysis_epidemiology.all_current_date.ipynb performs the predictions using current date for all individuals