Pinned Repositories
UCB-Data-Challenge
UCB Data Challenge Project
MIMIC_database_hospital_activity
Used MIMIC III database, an Open Data Kit (ODK), and hospital admissions data from the UK.gov HES data. Various investigations as per hospital requirements have been done, including ICU and hospital LOS investigations for patients with cardiac devices.
ML-cancer-remission
Developed regularization and tree-based machine learning models to predict remission status in a cohort of 5059 patients. Elastic net and Random Forest models were compared on F1 scores accuracy, sensitivity, specificity, and AUC ROC.
Survival_analysis
Use of clinical EHR data and codelists to investigate all-cause mortality between proton pump inhibitor (PPI) and histamine H2-receptor antagonist (H2RA) exposure groups.
UN_WFP_MNs
UNICEF_ZDA
ucheynna's Repositories
ucheynna/Survival_analysis
Use of clinical EHR data and codelists to investigate all-cause mortality between proton pump inhibitor (PPI) and histamine H2-receptor antagonist (H2RA) exposure groups.
ucheynna/MIMIC_database_hospital_activity
Used MIMIC III database, an Open Data Kit (ODK), and hospital admissions data from the UK.gov HES data. Various investigations as per hospital requirements have been done, including ICU and hospital LOS investigations for patients with cardiac devices.
ucheynna/ML-cancer-remission
Developed regularization and tree-based machine learning models to predict remission status in a cohort of 5059 patients. Elastic net and Random Forest models were compared on F1 scores accuracy, sensitivity, specificity, and AUC ROC.
ucheynna/UN_WFP_MNs
ucheynna/UNICEF_ZDA