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ReportInsight: Insights From Medical Documents

Client

Large healthcare insurance provider based in Indiana

Business Problem

The client was using a non-scalable and inefficient business model to determine risk conditions by manually reading scanned physician and provider multi-page notes

Objective

Augment the manual workflow with automation

Abzooba’s Solution:

  • Computer Vision scans the physician notes and convert them into machine readable text
  • The text is then preprocessed to correct spelling errors
  • The text is categorized into disease, procedure, body organ and drug using deep learning models
  • The solution uses a medical ontology

Business Benefits:

42% reduction in time to analyze the notes

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