Medical image triage — Diagnostics chain
Assistive triage for X-ray and retinal imaging with clinician review. Delivered for a diagnostics chain client in Jamnagar.
- Location
- Jamnagar
- Year
- 2025
- Duration
- 8 weeks
- Team
- 12 engineers
- 94%
- sensitivity
- 2.1×
- faster reporting
- 8.9k
- scans per day
The challenge
The diagnostics chain team was relying on manual effort that could not keep up with volume, and every miss had a direct cost.
What we built
We ran a two-week discovery sprint, then built and fielded the system end to end on PyTorch, MONAI and DICOM, with operator training and an SLA.
Delivery timeline
Phase 1
Discovery sprint and site survey
Phase 2
Prototype built and tested in the Motera lab
Phase 3
Pilot on site with before/after measurement
Phase 4
Scale-out, training and handover
Highlights
- Designed, built and supported from Motera, Ahmedabad
- Safety case reviewed with the client's EHS team
- Runs on-premises; no data leaves the site unless agreed
- Before-and-after measurements agreed with the client up front
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