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drsoni.bsky.social
Med Tech
@drsoni.bsky.social
11 followers 2 following 5 posts
Medical technologist. Anaesthetic Research Registrar. Automation specialist.
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drsoni.bsky.social
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...
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 health…
www.sciencedirect.com
November 24, 2024 at 10:21 PM
drsoni.bsky.social
I’m building an EHR that captures structured data. The structured data can then be used to generate notes, letters, reports that are human readable. I’ll use #remix, #postgres and post updates on the progress here daily. #ehr #emr
November 24, 2024 at 10:16 PM
drsoni.bsky.social
Automated Report Writer with Structured Data Extraction:
#automation #operation #prostate #cancer #structured #data
November 24, 2024 at 3:26 AM
drsoni.bsky.social
Data Extraction in prostate cancer clinician workflows:
#automation #ai #prostatecancer #cancer #workflow #data #bigdata
November 23, 2024 at 11:58 PM
drsoni.bsky.social
Guide to automating REDCap data entry in clinical practice:
November 23, 2024 at 11:39 PM