MEDCASE AT RSNA 2026
The clinical expertise layer for
medical imaging AI
Radiologists and sub-specialists matched to the exact read your data requires —
for annotation, reader studies, and clinical validation.
Let's have a chat at RSNA!
Meet Fayruz Kibria
Director of AI for Enterprises
Fayruz came up through medical imaging research, then clinical applications at Profound Medical and Focal Healthcare, and has led Medcase’s North American operations and global programs since 2021. She now runs our enterprise AI work.
She knows both halves of the problem: the science behind the model, and what it takes to get clinicians to use it. Ground truth, reader studies, validation programs — she’s the one to talk to.
Dates
Nov 29 – Dec 3, 2026
Venue
McCormick Place, Chicago
20K+
Healthcare professionals
in network
140+
Countries
represented
100+
Specialties
200+ sub-specialties
55+
Languages
supported
WHAT WE DELIVER FOR IMAGING AI
Ground truth, read by the right specialist.
Annotation and segmentation
Modality, volume, turnaround, regulatory target - we’ll tell you exactly
how we can help.
Reader studies
h
From 20,000+ licensed clinicians in the network — by specialty, sub-specialty, geography, language and active caseload.
Clinical validation
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Credentialing, onboarding, training, scheduling and payments — inside your annotation platform or ours. No re-tooling
on your side.
Not "radiologists" - the exact radiologist.
Your brief defines the reader.
We match on subspecialty, case volume, licensure, and modality — not availability.
EXAMPLE MATCH
The brief · Thoracic CT
"PE detection model, US CT data. We need readers who see pulmonary embolism weekly, not occasionally."
The match
Thoracic fellowship-trained radiologist, US board-certified, reading 50+ CTPA studies a week with an active hospital caseload.
EXAMPLE MATCH
The brief · Breast ultrasound
"Ground truth for an FDA 510(k). Every study read twice, independently, then adjudicated."
The match
ABR-certified, MQSA-qualified breast radiologists reading 1,000+ screening studies a year, with a 10+ year
senior adjudicator.
EXAMPLE MATCH
The brief · Neuro CTA Ops
"LVO detection on CTA head. We need readers making stroke calls on call — not once a quarter."
The match
Neuroradiology fellowship-trained, US board-certified, reading stroke-protocol CTA on an active call rotation.
EXPLORE OUR DELIVERED PROJECT PORTFOLIO
Case studies
MEDICAL DATA ANNOTATION & LABELING
A breast imaging AI developer
Breast ultrasound ground truth for an FDA 510(k) submission.
1,195 Studies annotated | 2,390 Independent reads | 100% Adjudicated | 0 QA returns
MEDICAL DATA ANNOTATION & LABELING
A global medical imaging company
Coronary plaque ground truth behind an FDA clearance.
300 Vessels annotated | 600 Independent reads | 286 Adjudicated vessel series | 2× Faster per task
MEDICAL DATA ANNOTATION & LABELING
A global medical imaging company
900 heat CT studies labelled, every batch ahead of deadline.
900 Studies labelled | 8 days early on the critical batch | 4 Neuroradiologists |
0 Rework requests
CLINICAL PRODUCT VALIDATION & TESTING
A global technology company
Clinician AI evaluation,
with QA built into the workflow.
300 of 300 evaluations completed | 9.3 min average handling time | 7% Under time budget | 0 Blocking quality issues
at delivery
Trusted by teams building the future of clinical AI
Ready to scope a project?
“Send us 10 radiologists” is not a brief.
We’ll tell you exactly who should build it.