From scanner to worklist
Scans arrive all day in the order they were taken, not the order they matter.
Brain MRI triage for radiology queues
A trained MRI model classifies each brain scan and NeuroQueue sorts the queue into Urgent, Review and Routine in real time. A doctor reviews every scan and approves the official report.
Interactive 3D illustration. Move your pointer.
Six steps with clear roles: the model classifies, the doctor decides, the patient receives the approved report.
An administrator adds one or many MRI scans and chooses the doctor and the patient they belong to.
Our own MRI model gives the classification and its confidence. No chatbot looks at the scan or can change the result.
Scans re-sort as results arrive: Urgent first, then Review, then Routine. Nobody refreshes anything.
Image, class probabilities, heatmap and the reasons for the tier. The doctor confirms or overrides.
Worded only from the confirmed fields. Missing details are written as Not provided, never invented.
The doctor approves, the official PDF is issued, and only then can the patient see it.
Read first
A confident tumor-class prediction, or any scan that has waited past the maximum wait time.
Needs a careful read
Low model confidence, a close call between two classes, or an image unlike the training scans. When in doubt, it lands here.
Read last, still read
A confident no-tumor prediction that cleared a stricter bar. Routine never means cleared.
The thresholds behind these tiers are tuned on a validation set and never on the test set.
Hover a clip to play it. These are illustrative animations, not patient data.
Scans arrive all day in the order they were taken, not the order they matter.
The models flag what deserves attention first. The radiologist decides what it is.
A scan that looks pressing moves to the top of the queue within seconds.
Every step is logged in a hash-chained audit trail that shows tampering.
Follow your examination and read the official report once your doctor has finalized it.
Review each scan assigned to you with the evidence beside it, and finalize official reports.
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