claim-denials

Here are 2 public repositories matching this topic...

rtmalikian / claimguard-ai-denial-appeals-llm-distillation

ClaimGuard AI: HIPAA-safe healthcare claim denial prediction, appeal-letter workflow, synthetic denial/appeal corpus, and LLM distillation toolkit

hipaa synthetic-data playwright healthcare-ai medical-billing revenue-cycle-management llm-distillation claim-denials insurance-denials appeal-letters

Updated Jun 17, 2026
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sapavatcharan / denial-intelligence

Star

Hybrid deterministic + LLM analysis for healthcare claim denials (EDI 837/835). Grounded LLM citations, calibrated confidence, batch denial clustering, full eval harness. Live demo on Streamlit Cloud.

python scikit-learn healthcare openai tf-idf rag pydantic ml-engineering streamlit llm gpt-4o revenue-cycle-management edi-837 edi-835 claim-denials

Updated May 9, 2026
Python

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