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CASE STUDIES

Clinical AI programmes,
with the numbers attached.


 

Medical data annotation & labeling, expert network access and clinical product validation & testing — delivered by licensed clinicians matched to the exact specialty, geography and language each programme required.


MEDICAL DATA ANNOTATION & LABELING

A breast imaging AI developer

Breast ultrasound ground truth for an FDA 510(k) submission.


Not radiologists — the exact radiologists. ABR-certified, MQSA-qualified, 1,000+ screening studies a year. Two independent BI-RADS reads on every study, one senior adjudicator resolving every discrepancy.


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MEDICAL DATA ANNOTATION & LABELING

A medication optimization AI company

Medical data annotation for a medication optimization AI.



An engine flagging drug-related risk needed its recommendations judged by the clinicians who manage polypharmacy daily — five specialties, matched by sub-specialty and active caseload.


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CLINICAL PRODUCT VALIDATION & LABELING

A global medical information provider

Clinical decision support validation in live patient workflows.


 Internal testing could not answer whether clinicians trusted the answers at the point of care. Medcase ran the evaluation inside real consultations across three regions and five languages.




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