Medical image triage — Hospital
Assistive triage for X-ray and retinal imaging with clinician review. Delivered for a hospital client in Dahej.
- Location
- Dahej
- Year
- 2020
- Duration
- 13 weeks
- Team
- 9 engineers
- 94%
- sensitivity
- 3.6×
- faster reporting
- 4.3k
- scans per day
The challenge
Data existed but lived in spreadsheets and legacy systems, so decisions were made on instinct rather than evidence.
What we built
Built in our Motera lab, validated on a replica rig, then commissioned on site in days using PyTorch and DICOM.
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
- Operator training delivered in Gujarati, Hindi and English
- Before-and-after measurements agreed with the client up front
- Integrated with existing PLC, ERP or GIS systems — no rip-and-replace
- Runs on-premises; no data leaves the site unless agreed
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