medical_records_processing · healthcare · workflow
CodaMetrix automates 85% of radiology and 73% of pathology coding at Mass General Brigham, cutting denials 58.7%
Mass General Brigham's computer-assisted coding system had stalled, leaving radiology and pathology coding largely unautomated and generating high volumes of coding-related claim denials.
How it works
Common implementation structure
How this type of workflow is generally built, generalized across documented cases — not tied to any one vendor's stack. Click any stage to read what happens there. Specific products that implement these stages appear in “Tools commonly seen” below.
Stage 1 · Contextual coding automation
CodaMetrix's system automates medical coding for radiology and pathology cases.
Tools used
CodaMetrix
Outcome
CodaMetrix automated 85% of radiology and 73% of pathology coding and cut coding-related denials by 58.7%, saving millions annually.
What failed first
Mass General Brigham's prior CAC system had stalled and was abandoned.
Results
Volume85%
Grounding & classification
Source type: vendor customer story
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data extractiondocument aimedical recordfailure mode describedmetric backednamed customertools describedworkflow describedhealthcareautomation ratecost reductionerror reductionvendor customer storyclaims processingmedical records processingautonomous resolutiondocument to record