BitontreeLabs
Apps / Healthcare / ICD-10 Code Search
LiveHealthcareRetrievalVector searchCoding

ICD-10 Code Search

Describe a diagnosis in plain language, or paste an entire note, and get the specific billable codes.

Pinecone · Claude Agent SDK · Hybrid retrieval
The problem

ICD-10 has around 70,000 codes. Keyword search finds the category; billing needs the leaf. Coders lose time, and unspecific codes get denied.

How it was built

Vector retrieval narrows the space, then a model re-ranks candidates and justifies the pick. Paste a whole note and it extracts every codeable condition in one pass rather than one lookup at a time.

Worth knowing
  • Bulk mode reads a full SOAP note and returns all codes with the text that justifies each.
  • Results distinguish billable leaf codes from non-billable category headers.
Full stack
Pinecone · Claude Agent SDK · Hybrid retrieval
For teams

Build something like this

This is our work, not a template. Tell us what you need and we will scope it.

Work with us
For your practice

Use ICD-10 Code Search

Want this running against your own data and workflow? We will set it up with you.

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