Publications

Nov, 2023

Journal

Automatic information extraction from childhood cancer pathology reports

Nov, 2023

ORNL Report

CTSA MHRI Datasets

Nov, 2023

ORNL Report

VA EDH Data Curation Documentation FY22-Q2, Rev. 2

Nov, 2023

Journal

Unstructured clinical notes within the 24 hours since admission predict short, mid & long-term mortality in adult ICU patients

Mortality prediction for intensive care unit (ICU) patients is crucial for improving outcomes and efficient utilization of resources. Accessibility of electronic health records (EHR) has enabled data-driven predictive modeling using machine learning. However, very few studies rely solely on unstructured clinical notes from the EHR for mortality prediction. In this work, we…

Nov, 2023

ORNL Report

VA EDH Data Curation Documentation FY22-Q1, Rev. 2