2 papers
cs.CL2023
A Method to Automate the Discharge Summary Hospital Course for Neurology Patients
Vince C. Hartman, Sanika S. Bapat, Mark G. Weiner +3
Generation of automated clinical notes have been posited as a strategy to mitigate physician burnout. In particular, an automated narrative summary of a patient's hospital stay cou…
cs.CL2021
Leveraging Deep Representations of Radiology Reports in Survival Analysis for Predicting Heart Failure Patient Mortality
Hyun Gi Lee, Evan Sholle, Ashley Beecy +2
Utilizing clinical texts in survival analysis is difficult because they are largely unstructured. Current automatic extraction models fail to capture textual information comprehens…