medical-coding

Concept Library - a system for storing, managing, sharing and documenting clinical code lists in health research through Phenotypes.

AI medical coding assistant for ICD-10-CM: hybrid search, LLM rewrite and selection, coding rules. 84% exact-code accuracy.

Autonomous 6-step agentic AI for ICD-10-CM medical coding of clinical notes. 72 tests. Zero dependencies.

Conversor CIE-10 ↔ CIE-11 en español con las tablas oficiales de la OMS: micrositio + API REST (Python o PHP), marca blanca · ICD-10 to ICD-11 converter (Spanish)

Python SDK for OMOP/OHDSI vocabularies - query 11M+ medical concepts across SNOMED, ICD-10, RxNorm, LOINC & 120+ terminologies via simple API

Analyze clinical text to extract structured data, medical codes, and insights for healthcare NLP workflows

Open-source healthcare AI agent skills and life sciences agent skills. 42 skills for medical coding, risk adjustment, claims analytics, quality measures, genomics, imaging, and drug discovery across 13 HCLS domains.

AI-augmented ICD-10-CM medical coding prototype: hybrid search (full-text + pgvector + official Alphabetic Index) → Jev probability scoring → human-in-the-loop review.

AI medical coding with verifiable evidence — ICD-10/HCC suggestions backed by exact quotes from the clinical note.

CoLa-ICD: A Knowledge-Enhanced Framework for Long-Tail Automated Medical Coding (Findings of EMNLP 2026)

Socrates: ICD-10-CM coding by asking the right questions - grounded in the CMS Index, never a hallucinated code. Made it integration ready for the medicodio engine.

OrthoCode AI is an evidence-first orthopedic medical-coding platform. Its runtime is constrained to a normalized, versioned codebook release and retains page-level evidence for every proposed coding line.

End-to-end Healthcare RCM Intelligence Platform combining Data Engineering, ML-based denial prediction, clinical RAG, evidence-grounded coding, FastAPI, Streamlit, and workflow orchestration.

Human-in-the-loop Agentic Medical Coding AI that extracts clinical evidence, suggests ICD-10-CM codes, detects negated conditions, requests missing specificity, and produces auditable FHIR R4 outputs using Python and FastAPI.

Clinical Intelligence Layer for Upstream Revenue Cycle Optimization (NOVIQ Clinical Coding Intelligence Platform)

Encounter Revenue Integrity MVP — inpatient encounter reconciliation reference implementation

Synthetic-data healthcare-AI research prototype (FastAPI + Next.js). Frozen retrieval evaluation; demo defaults to BM25 because it outperformed MiniLM/hybrid on that fixture. Not for clinical use. Does not claim HIPAA compliance.

Local-first ICD-10-CM / CPT coding assistant with deterministic validation. RAG over the code set, negation-aware assertion detection, and NCCI/medical-necessity edit checks for ASC revenue-cycle accuracy.

LLM agents carry a live patient-provider conversation to a paid insurance claim: scribed notes, tool-verified medical codes, a simulated payer, and an autonomous denial-recovery loop. 60-encounter evaluation included.

The translation layer between clinical narrative and insurance billing: a specialized training pipeline using QLoRA and ORPO to adapt Qwen2.5 for structured ICD-10-CM extraction