Medical image triage — Telemedicine
Assistive triage for X-ray and retinal imaging with clinician review. Delivered for a telemedicine client in Kolkata.
- Location
- Kolkata
- Year
- 2024
- Duration
- 27 weeks
- Team
- 6 engineers
- 95%
- sensitivity
- 5.5×
- faster reporting
- 8.7k
- scans per day
The challenge
Existing vendors had delivered pieces of a medical image triage system, but nobody owned the integration and the pilot had stalled.
What we built
A phased rollout: a measured pilot first, then scale-out. The core runs on PyTorch with MONAI, integrated into existing systems through FastAPI.
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
- Integrated with existing PLC, ERP or GIS systems — no rip-and-replace
- Documentation, drawings and source handed over at close
- Designed, built and supported from Motera, Ahmedabad
- Remote monitoring and over-the-air updates included
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