Healthcare
Solution BlueprintRepresentative solution design. Results depend on deployment.
AI that looks at every new scan, marks the areas that may need attention and moves likely problems up the list. Your specialists still read every scan and make every diagnosis.
100%
Of new scans checked
Each new scan is looked at by the AI as soon as it arrives, so nothing waits unseen in the queue.
By design, not a measured result1st
Likely problems read first
Scans that may show a problem move to the front of the list, ahead of routine ones.
By design, not a measured result0
Diagnoses made by the AI
The AI only flags and sorts. A qualified specialist reads every scan and writes every report.
By design, not a measured resultAI that checks medical scans, points out areas that may need a closer look and puts likely problems first.
Axiomra designed an AI tool that helps imaging teams decide which scans to look at first. It checks each new scan, highlights areas that may need attention and moves likely problems up the list.
The AI never makes a diagnosis. Qualified specialists read every scan and write every report.
A diagnostic provider handles a growing number of scans every week. The team wanted a faster way to spot the scans most likely to show a problem, so those patients are seen sooner.
New scans and their basic details are received in a secure way.
Images are put into one standard format, so the AI sees them all in the same way.
It looks for signs of the conditions it was trained to find.
It gives a score, marks the area of concern and says how sure it is.
Human checkpoint
Flagged scans move to the top of the list. A specialist reads them and makes the diagnosis.
Specialists' decisions are recorded, so the AI can be checked and improved over time.
What this setup is designed to change:
Specialists make the final call on every diagnosis, and always when the AI is unsure or the case is unclear.
Only the right people can see scans, every action is recorded, and privacy is planned in from the start, not added after launch.
We measure how accurate the AI is and how much faster your team works. The goal is quicker care, not just a smarter AI.
Once live, the AI is monitored and specialist feedback is collected. Careful updates keep it accurate as scans and machines change.
Axiomra brings together AI, data, systems integration and ongoing oversight. That turns this idea into a working tool that fits your existing imaging systems and the way your specialists work.
| Layer | Technology / Approach |
|---|---|
| Computer vision | PyTorch / TensorFlow, CNN or vision-transformer models |
| Imaging | DICOM processing, OpenCV / MONAI |
| Deployment | GPU inference endpoint, Docker, cloud or on-prem deployment |
| Integration | PACS / RIS / clinical worklist APIs |
| MLOps | Model registry, performance monitoring, audit logging |
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Tell us which scans you handle and how your team reviews them today. We will show where AI can help sort the queue, and where your specialists stay in charge.
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