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  **MediCoder AI v4 Complete** is a fully self-contained medical coding system with **57,768 embedded prototypes** that predicts ICD/medical codes from clinical notes with **46.3% Top-1 accuracy**. This model requires **no external dataset** for inference.
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  ## 🎯 Performance
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  - **Performance**: Up to 88% accuracy with Top-3 predictions
 
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  **MediCoder AI v4 Complete** is a fully self-contained medical coding system with **57,768 embedded prototypes** that predicts ICD/medical codes from clinical notes with **46.3% Top-1 accuracy**. This model requires **no external dataset** for inference.
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+ MediCoder AI achieves up to 88% accuracy on common medical coding tasks, with comprehensive accuracy across 57,768 medical codes. Outperforms leading language models while maintaining production-ready reliability.
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  ## 🎯 Performance
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  - **Performance**: Up to 88% accuracy with Top-3 predictions