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Generating Faithful and Complete Hospital-Course Summaries from the Electronic Health Record
April 2, 2024, 7:52 p.m. | Griffin Adams
cs.CL updates on arXiv.org arxiv.org
Abstract: The rapid adoption of Electronic Health Records (EHRs) has been instrumental in streamlining administrative tasks, increasing transparency, and enabling continuity of care across providers. An unintended consequence of the increased documentation burden, however, has been reduced face-time with patients and, concomitantly, a dramatic rise in clinician burnout. In this thesis, we pinpoint a particularly time-intensive, yet critical, documentation task: generating a summary of a patient's hospital admissions, and propose and evaluate automated solutions. In Chapter …
abstract adoption arxiv continuity course cs.cl documentation electronic electronic health record electronic health records enabling face health hospital however patients records tasks transparency type
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