NOTE: Notable generation Of patient Text summaries through Efficient approach based on direct preference optimization

arXiv:2402.11882v1 Announce Type: new
Abstract: The discharge summary is a one of critical documents in the patient journey, encompassing all events experienced during hospitalization, including multiple visits, medications, tests, surgery/procedures, and admissions/discharge. Providing a summary of the patient's progress is crucial, as it significantly influences future care and planning. Consequently, clinicians face the laborious and resource-intensive task of manually collecting, organizing, and combining all the necessary data for a discharge summary. Therefore, we propose "NOTE", which stands for "Notable generation …

abstract admissions arxiv cs.cv direct preference optimization documents events journey multiple optimization patient progress summary surgery tests text through type