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Towards Inpatient Discharge Summary Automation via Large Language Models: A Multidimensional Evaluation with a HIPAA-Compliant Instance of GPT-4o and Clinical Expert Assessment

2025-04-04

Abstract excerpt

Large language models (LLMs) have demonstrated potential to automate clinical documentation tasks that may reduce clinician burden, such as generation of hospital discharge summaries. Prior research used older LLMs and limited data, raising concerns about fabrications and omissions. In this study, we evaluated the automatic generation of inpatient Internal Medicine discharge summaries using a HIPAA-compliant Micro...

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Genomics and Rare Diseases

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Literature Corpus work: 94071d30-1817-59a7-aec5-1dc0d4d0e45e
DOI: 10.1101/2025.04.03.25325204

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