Prioritising high-risk cases
Urgent studies can sit in the same queue as routine ones unless something flags them.
AI Virtual Radiologist: AI Diagnostic Triage and Radiology Workflow Platform
AI Diagnostic Triage and Radiology Workflow Platform
AI Virtual Radiologist is a Technomous product that analyses X-rays, prioritises high-risk cases and prepares preliminary reports, while every finding stays subject to clinician review.
The Challenge
What stood in the way.
Radiology teams need high-risk imaging cases brought forward quickly, and any AI support has to fit into an auditable workflow where clinicians review the findings.
Auditable workflows
Every step from image to report needs to be traceable.
Clinician review
AI findings have to support, not replace, the radiologist's judgement.
Our Solution
How we answered it.
We built a platform that analyses X-ray images automatically, detects fractures and screens chest X-rays for pathology. It ranks high-risk cases, explains its findings, routes studies and drafts preliminary reports, all within a PACS-integrated workflow that ends with clinician review.
- ProblemHigh-risk cases needed to reach radiologists sooner.Our answerWe added automated analysis and high-risk case prioritisation to move urgent studies forward.
- ProblemAI findings must be trusted before they are acted on.Our answerWe made findings explainable and kept a doctor or radiologist as the final reviewer.
- ProblemThe workflow had to be auditable end-to-end.Our answerWe combined PACS integration, automated routing and recorded clinician review in one workflow.
- ProblemRadiologists needed a head start on reporting.Our answerWe generate preliminary reports for clinicians to review and finalise.
How It Works
The parts that made the difference.
Automated X-ray analysis
Incoming X-rays are analysed by the AI as soon as they arrive.
Bone fracture detection
The platform looks for fractures in X-ray images.
Chest X-ray pathology screening
Chest X-rays are screened for signs of pathology.
High-risk case prioritisation
Cases the AI flags as high risk are moved up the worklist.
Results
What changed for the client.
The product gives radiology teams faster triage within a workflow they can audit.
- Reduced diagnostic turnaround
- Faster prioritisation of high-risk cases
- Extended radiology support
- Increased radiologist productivity
- Scalable, auditable workflow with final review by a doctor or radiologist
Technology
What it was built with.
Part of our AI and machine learning work.
- PACS Integration
- AI Image Analysis
- X-ray Viewer
- Workflow Routing
More Work Like This
Related projects.
Let’s Talk
The next big thing starts with a conversation.
An idea, a challenge, a “what if”. Tell us what you have in mind, and we’ll figure out the next step together.
What happens next
- Share your ideaSend the form or book a call, whichever suits you.
- Discovery callWe talk through your goals, timeline and scope.
- A clear proposalA fixed price or monthly rate before any work begins.
- info@technomous.com
- Phone
- +92 333 0440459
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