tantanwy
Area of interest lies in the field of machine learning. Have a passion in developing POC & using machine learning models to spot patterns & productionizing data
Singapore
Pinned Repositories
Assign2Group
mimic-omop
Mapping the MIMIC-III database to the OMOP schema
Predict-Employee-Attrition
Predicting-Daily-Demand-for-Bike-Rentals
Predicting-Medical-No-Shows
No-shows or appointments missed by patients decrease the profitability of a healthcare provider, hamper medical research, lead to negative health outcomes for patients and demotivate healthcare staff. A patient’s no-show behaviour is influenced by environmental, demographic, socio-economic and emotional factors amongst others. This study focused on including external factors and derived variables into account while building an ensemble model that can predict no-show behaviour in patients.
tantanwy's Repositories
tantanwy/Assign2Group
tantanwy/mimic-omop
Mapping the MIMIC-III database to the OMOP schema
tantanwy/Predict-Employee-Attrition
tantanwy/Predicting-Daily-Demand-for-Bike-Rentals
tantanwy/Predicting-Medical-No-Shows
No-shows or appointments missed by patients decrease the profitability of a healthcare provider, hamper medical research, lead to negative health outcomes for patients and demotivate healthcare staff. A patient’s no-show behaviour is influenced by environmental, demographic, socio-economic and emotional factors amongst others. This study focused on including external factors and derived variables into account while building an ensemble model that can predict no-show behaviour in patients.