Publications by authors named "Vyshnavi Paka"
AMIA Annu Symp Proc
January 2024
Article Synopsis
- EHR systems face challenges in organizing clinical documentation for effective use in care and research, while previous methods using natural language processing have limitations in scalability and metadata.*
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- This study introduces a framework that utilizes a Bag of Words approach to connect clinical notes to the LOINC document ontology, enhancing the categorization process.*
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- The proposed framework achieved a 73.4% coverage of EHR documents and mapped 132 million notes in under 2 hours, demonstrating significantly greater efficiency than traditional NLP methods.*
