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Healthcare - AI - Basic Demographic detail extraction from medical report
Posted On February 12th 2025
Customer is one of the leading wound care provider and the requirement is to extract patient demographic details from faxed document on to ER/EHR system
Challenges Faced:
● Input template vary based on the source of the document
● Poor print quality on the fax document
Decision intelligence
● Advanced data pre-processing techniques deployed to enhanced the readability of poor printed document
● NLP techniques applied to extract demographic details from varied template format
Outcome delivered
● Greater than 80% accuracy in extracting demographic details and patient on-bording
● 100’s of documents processed each day as a straight through avoiding dependency on manpower
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