FOR CLINICIANS
This is not an open marketplace — it's a professional network of healthcare professionals whose judgment shapes healthcare AI, matched to work that fits their exact specialty, sub-specialty and availability. We review every application.
Put your clinical judgment
where it counts.
Ways to contribute
Three ways to put your clinical expertise to work — labeling and structuring the data AI is trained on, testing tools before they reach a patient, and advising the companies building them, matched to your specialty.
Expert network access
(interviews, surveys)
Test AI tools built for clinical settings before they reach a patient. Flag failure cases and give structured feedback that holds up as evidence.
Clinical AI product
validation & testing
Structured interviews, advisory calls and protocol review for pharma, biotech and device companies. Judgment work, not data entry.
Medical data annotation & labeling
Label imaging, clinical notes and EHR data — building the ground truth diagnostic AI is trained against. Scoped to your specialty and sub-specialty, never a generalist's guess.
Project brief — PE detection model
Specialty required
Thoracic radiology, board-certified
Task
Annotate 200 chest CT studies for a
pulmonary embolism detection model
Time commitment
~6 hours over 2 weeks, on your own schedule
Compensation
Per-study rate, agreed in full before you begin
MATCHING IN PRACTICE
What a project looks like →
Projects are matched against five things: specialty,
sub-specialty, geography, language and active caseload — so what reaches you is work you're actually positioned to do, not a broadcast to everyone on the network.
Scoped before you commit.
Paid at professional rates.
WHY THE MATCHING MATTERS
Matching is respect for your time
You're not in a queue with every clinician on the network;
Projects are matched to your specialty, sub-specialty, geography, language and active caseload — so what reaches you is already relevant.
COMPENSATION AT
PROFESSIONAL RATES
Set and confirmed before you accept — never "extra income" framing.
WORK THAT FITS
YOUR PRACTICE
100+ specialties, 200+ sub-specialties on the network — matched, not broadcast.
YOUR SCHEDULE,
YOUR CASE LOAD
Active practice comes first. Projects fit around it, not the other way round.
Projects start in 5–10 business days.
From application to
first project
HOW IT WORKS
Get matched
We match you to projects that fit your exact expertise.
Contribute
We match you to projects that fit your exact expertise.
Apply
Tell us your specialty, credentials and availability.
Get compensated
Compensation at professional rates, processed on completion.
Frequently asked questions
Yes — the network is built on clinicians seeing the presentation or caseload a project requires,
not credentials alone.
At professional rates, confirmed before you accept any project.
Varies by project — the exact commitment is stated upfront, and work fits around your existing caseload.
Ready to contribute?
Apply to join the Medcase network.
We review every application and match you only to projects that suit your exact profile.