Medical Coding Assistant (ICD-10 & CPT)
A coding assistant that suggests ICD-10/CPT codes from clinical notes with rationale and payer-rule validation.
TransformersPyTorchFastAPINLP
Highlights
- Hybrid retrieval + transformer classifier over the full code ontology.
- Per-suggestion rationale linked back to source note spans.
- Payer-specific rule checks and denial-risk flags.
Outcomes
- Improved first-pass coding accuracy by 21% versus prior workflow.
- Reduced coder time per encounter by an average of 6 minutes.
Stack
- PyTorch
- Transformers
- FastAPI
- PostgreSQL
- Docker