Suggest ICD-10-CM codes from a diagnosis description. Returns ranked codes with confidence, reasoning, and coding notes.
medical
icd10
healthcare
+3
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Medical Coding Helper
Suggest ICD-10-CM codes from a diagnosis description. Returns ranked codes with confidence, reasoning, coding notes, differential alternatives, and missing info.
What it does
suggest_icd10 — takes diagnosis text + optional patient age/sex → returns:
- primary_diagnosis — top code (e.g. E11.9)
- suggestions — 1-5 codes sorted by confidence, each with:
- icd10_code — e.g. E11.9
- icd10_description — full description
- chapter — chapter number/name
- confidence (0-1)
- reasoning (1-2 sentences)
- notes — coding notes / exclusions
- differential_codes — alternatives if diagnosis is ambiguous
- missing_info — what info would sharpen coding (laterality, severity, chronic vs acute)
- needs_review, confidence, disclaimer
Example
Diagnosis: Type 2 diabetes mellitus without complications, patient on metformin Age: 55, Sex: male
Output:
{
"primary_diagnosis": "E11.9",
"suggestions": [{
"icd10_code": "E11.9",
"icd10_description": "Type 2 diabetes mellitus without complications",
"chapter": "Chapter 4: Endocrine, Nutritional and Metabolic Diseases",
"confidence": 0.95,
"reasoning": "The diagnosis clearly indicates Type 2 diabetes mellitus without complications, which directly corresponds to code E11.9.",
"notes": "Use this code when there are no complications associated with the diabetes."
}],
"confidence": 0.95,
"needs_review": false
}
Why use it
Healthcare AI agents — automate diagnosis coding
Medical billing — pre-fill ICD-10 codes for claims
EMR systems — suggest codes during charting
Clinicians — quick reference for coding
Pricing
Free: 50 requests/day
Pro: $5/month — 1,000 requests
Pay-as-you-go: $0.25 per call