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Healthcare - AI - Template Value Extraction
Posted On February 12th 2025
Customer is one of the clinical reports processor. The requirement is to digitalize both document based and voice based clinical reports into EMR / EHR format
Challenges Faced:
● Labels that are present in the templates differ based on the hospital/physicians
● There are nested keys that need to be extracted from the template report . which require higher contextual understanding of the data
Decision intelligence
● NLP - Bert based Q&A implementation
● Capable of handling Live/ Recorded audio and PDF/ Image report
● Standardisation mechanism is applied to the input text to extract all the keys that are present in the input
Outcome delivered
● Practitioners can upload audio recordings/ PDF to autofill EHR - enabling better adaption
● Millions of reports can be processed in a short period of time
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