/symptom-diagnosis-knowledge-graph

This jupyter notebook walks you through taking a symptom code and looking for the diagnosis in a neo4j knowledge graph. Then outputs link to merck manual.

Primary LanguageJupyter NotebookMIT LicenseMIT

symptom-diagnosis-knowledge-graph

This code takes a symptom code and looks for the diagnosis in a knowledge graph. image

What it does

  • Loads symptoms, diagnosis, count of occurence.
  • Pushes information to Neo4j
  • Queries for where the symptom has the highest occurence.
  • Parses diagnosis to link for Merck manual.

Notes

  • Good walk through for Neo4j in python
  • Could be used with a knn and more details for case based reasoning (IMO).

If you have issues and need help reach out.