Medcase

Founded by Brad Cohen & Kyle Giddens in 2017

Connect AI teams with licensed clinicians for medical data annotation and validation

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You can use Medcase to source licensed healthcare professionals for medical AI projects. Match clinicians by specialty, sub-specialty, geography, and language to annotate medical imaging, clinical text, EHR, video, and waveform data. Run expert interviews, surveys, and advisory sessions with on-demand clinician access. Validate clinical AI products through structured reader studies and model reviews built to meet FDA and EU AI Act requirements. Medcase handles recruitment, credentialing, onboarding, training, scheduling, payments, and QA.

What Medcase does

Match clinicians by specialty and geography to annotate specific medical data typesRun structured reader studies with licensed clinicians for AI model validationConduct expert interviews and surveys with on-demand healthcare professionalsAnnotate medical imaging data for AI training datasetsReview and validate clinical AI benchmarks against FDA and EU AI Act standardsEvaluate LLM and multimodal clinical AI model outputs with active cliniciansManage clinician recruitment, credentialing, and payment end-to-endProvide specialty-matched label guidelines during AI model fine-tuningMatches projects to clinicians by specialty, sub-specialty, geography, language, and active caseloadNetwork of 20,000+ licensed clinicians across 140+ countries and 100+ specialtiesAnnotates medical imaging, EHR, clinical text, video, waveform, and audio dataHandles end-to-end project management including credentialing, onboarding, scheduling, and QAConducts reader studies and model validation for FDA and EU AI Act complianceSupports LLM and multimodal clinical AI evaluationOn-demand clinician access for surveys, interviews, and advisory inputProjects can be started within 5–10 business days of engagement