3 papers
cs.CL2021
CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes
James Mullenbach, Yada Pruksachatkun, Sean Adler +6
Continuity of care is crucial to ensuring positive health outcomes for patients discharged from an inpatient hospital setting, and improved information sharing can help. To share i…
cs.LG2020
Knowledge Base Completion for Constructing Problem-Oriented Medical Records
James Mullenbach, Jordan Swartz, T. Greg McKelvey +2
Both electronic health records and personal health records are typically organized by data type, with medical problems, medications, procedures, and laboratory results chronologica…
cs.CL2018
Explainable Prediction of Medical Codes from Clinical Text
James Mullenbach, Sarah Wiegreffe, Jon Duke +2
Clinical notes are text documents that are created by clinicians for each patient encounter. They are typically accompanied by medical codes, which describe the diagnosis and treat…