Neural Natural Language Processing for unstructured data in electronic health records: A review
Electronic health records (EHRs), digital collections of patient healthcare events and observations, are ubiquitous in medicine and critical to healthβ¦
Over 80% of #ehr data is unstructured. Many people are trying to analyse it using nlp or LLM. It may be more efficient to go the other way. Input structured data and generate unstructured data like reports, letters etc #epic #ehr #emr #health
www.sciencedirect.com/science/arti...
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Iβm building an EHR that captures structured data. The structured data can then be used to generate notes, letters, reports that are human readable. Iβll use #remix, #postgres and post updates on the progress here daily. #ehr #emr
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Automated Report Writer with Structured Data Extraction:
#automation #operation #prostate #cancer #structured #data
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Data Extraction in prostate cancer clinician workflows:
#automation #ai #prostatecancer #cancer #workflow #data #bigdata
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Guide to automating REDCap data entry in clinical practice:
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