Automated medical coding & revenue integrity
Medical coding models tuned to your data
Decimal Code was born out of an AMC research effort, built off of 15M procedural cases across 84 hospitals.
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Why Decimal Code
Built for your site, not the average site
Our local model-building expertise means every product is tuned to your own data, delivering the best solution for each individual site rather than a one-size-fits-all system.
Our solution
One engine, three coding products
Codes the full encounter from the clinical note: CPT, E/M, ICD-10, HCC and DRG.
Clinical note → Code + confidence scoreLearn moreFlags where the authorized CPT won’t match the billed code, catching denial risk before the claim goes out.
Order/op note → Auth vs. billedLearn morePre-bill review for missed procedures and charges, catching what was performed but never coded.
Pre-bill review → Missed HB + PB CPTsLearn more47%–100%
automation depending on specialty complexity, determined during local-model validation.
Coverage
Active specialties
Our technology
Research & patent
Classifies anesthesiology CPT codes from EHR data with up to 96.8% accuracy.
Paper · 2021Neural Machine Translation–Based Automated Current Procedural Terminology Classification System Using Procedure TextTranslates surgical procedure text into CPT codes, with top-three accuracy above 95%.
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See your own validation results
We will validate a locally-tuned model from your data. 80% of data is used for tuning, 20% set aside as a clean validation test set.