ICD-11 coding for clinical diagnosis text
HelloICD AI turns complex, free-text diagnoses from any clinic into clean, ICD-11 coded data – ready for reporting, analytics, and ministry or health authority dashboards.
Why HelloICD AI
In many settings, ICD coding is still largely manual. Clinicians write diagnoses in shorthand, abbreviations, mixed languages and local notation. Coders then have to interpret this free text and look up matching ICD-11 concepts in WHO books, PDFs or spreadsheets. For a typical hospital or health center, this is slow, error-prone and difficult to scale.
HelloICD AI is built for this reality. It understands clinical shorthand and local patterns, and helps teams move from unstructured diagnosis text to structured ICD-11 codes in seconds.
Built for real-world clinical text
Understands local abbreviations, mixed-language notation, secondary-to patterns and obstetric shorthand.
ICD-11 in seconds
Paste diagnosis text and receive ICD-11 proposals immediately, instead of flipping through manuals for each case.
Better data for health reporting
Turn routine clinical notes into consistent coded data, improving quality for facility reporting and national or regional aggregates.
This prototype shows how the final system will feel: fast, clinical-text aware, and aligned with global ICD-11 adoption.
Try the Playground →