AQ CODER

AQCoder

AI Assisted ICD-10 / CPT Coding

HCC Lookup ICD-10 Ref Dashboard

PHI Protected

Note Type

H&P Follow-up Discharge

ICU / Critical Care

Clinical Notes

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Change Type ICU

Min Confidence:

Selected Codes

HCC only RAF scores Descriptions Copy w/ descriptions

Primary Dx

Secondary Dx

CPT / E&M

CPT / E&M Codes

Settings

Anthropic API Key

OpenAI API Key

Local / Self-Hosted Model Recommended local models:
Qwen 2.5 72B — Fast, strong medical knowledge
Llama 4 Maverick 400B — Best quality (MoE)
DeepSeek-R1 671B — Great reasoning (MoE)
Llama 3.3 70B — Fast, reliable JSON output

Serving: Use vLLM or Ollama for an OpenAI-compatible API.
Endpoint format: http://host:8000/v1

Model

Haiku is the best balance of speed, accuracy, and cost. OpenAI models require a separate API key.

Coding Prompt

High Sensitivity (default): Captures all documented diagnoses, expert coder trims
Standard: Conservative coding with strict exclusion rules

PHI De-Identification

De-identify notes before sending to AI

Removes patient names, MRN, SSN, dates, facility names, and other PHI before API calls. Clinical content is preserved for accurate coding.

Enhanced NER protection

Adds AI-powered PHI detection using a tuned RoBERTa model for enhanced clinical entity recognition. Adds ~50-150ms per note. Local/on-prem only.

AQCoder

Recent Analyses

Selected Codes

Critical Care Time

Potential E/M Undercoding Detected

Codes Found in Note

CPT / E&M Codes

Supplemental CPT Codes

Possible Missed Supplemental CPT

Lab-Based Code Suggestions

Possible Missing Diagnoses (Medication Gap)

MIPS / Quality Measures

Compliance Verification

RAF Score

Settings

PHI De-Identification