Medical image triage — Eye care
Assistive triage for X-ray and retinal imaging with clinician review. Delivered for a eye care client in Kutch.
- Location
- Kutch
- Year
- 2021
- Duration
- 16 weeks
- Team
- 6 engineers
- 95%
- sensitivity
- 5×
- faster reporting
- 11.8k
- scans per day
The challenge
Conditions on site — heat, dust, vibration and patchy connectivity — had defeated two earlier attempts at this in eye care.
What we built
We owned the whole stack — hardware, firmware, models and dashboards — using PyTorch, MONAI, DICOM so there was one accountable team.
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
- Remote monitoring and over-the-air updates included
- Safety case reviewed with the client's EHS team
- Designed, built and supported from Motera, Ahmedabad
- Before-and-after measurements agreed with the client up front
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