Oscar Perez‐Concha

Real-time prediction of mortality, readmission, and length of stay using electronic health record data

2015 · Journal of the American Medical Informatics Association

OBJECTIVE: To develop a predictive model for real-time predictions of length of stay, mortality, and readmission for hospitalized patients using electronic health records (EHRs). MATERIALS AND METHODS: A Bayesian Network model was built to estimate …

De-identifying Australian hospital discharge summaries: An end-to-end framework using ensemble of deep learning models

2022 · Journal of Biomedical Informatics

Electronic Medical Records (EMRs) contain clinical narrative text that is of great potential value to medical researchers. However, this information is mixed with Personally Identifiable Information (PII) that presents risks to patient and clinician confidentiality. …