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Artificial IntelligenceLiveMedical image triage

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
Interactive 3D · drag to rotate
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

  1. Phase 1

    Discovery sprint and site survey

  2. Phase 2

    Prototype built and tested in the Motera lab

  3. Phase 3

    Pilot on site with before/after measurement

  4. 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

Have a problem that needs a machine built for it?

Tell us the constraint — line speed, accuracy, environment, deadline. An engineer will read it and reply with a straight answer, including when the answer is that you don't need us.

We reply to every enquiry within one business day.