Rivac LabsMedical Imaging Analysis Support
Imaging queues back up, and a genuinely urgent finding can sit behind routine scans simply because of order, not urgency — a delay that costs time clinically and operationally. This service builds a triage-support model for your specific imaging modality that helps prioritize the queue and flag scans worth a second look, working strictly as decision support for the radiologist or clinician, never as a diagnosis. It's for imaging teams that want the backlog worked smarter without crossing into unlicensed clinical territory or asking staff to trust a black box. Every flagged case stays visible, explainable, and subject to human sign-off — the model changes the order of attention, not who makes the call.
How We’d Approach This
A clear, staged plan — not a black box
- 1
Diagnose: understand your specific imaging modality, existing workflow, and where triage delay or overlooked findings actually cost time or outcomes.
- 2
Pilot: run a triage-support model against a retrospective batch of already-diagnosed images to measure how it would have prioritized the queue.
- 3
Review: walk the results through with radiologists and clinical staff, checking sensitivity, false negatives, and where the tool should defer entirely to human judgment.
- 4
Build: integrate the model as a queue-prioritization or second-look layer inside the existing workflow, with clear escalation and human sign-off on every finding.
What You Get
Deliverables from this engagement
- A triage-support model validated against retrospective, clinician-labeled cases
- Integration into your existing imaging workflow or PACS queue
- A sensitivity and specificity report reviewed with clinical staff
- Documented scope-of-use guardrails distinguishing support from diagnosis
- An audit trail showing every flagged case and its human review outcome
Six Ways We Could Architect This
Different engagement, different build — pick the shape that fits
There’s more than one way to deliver on this service. Browse a few of the ways we’d structure the work, depending on your speed, budget, and integration needs.
Ready to get started?
Tell us what you’re trying to get done and we’ll help you find the highest-leverage place to start — scoped small enough to prove itself before you commit to anything bigger.
Talk to us about Medical Imaging Analysis Support