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Medical EducationBuilding

FRAT-MRI

From MRI basics to mastery, with the gaps found for you.

In production and actively evolving.

The MRI fundamentals course and learning modules.
The MRI fundamentals course and learning modules.

The problem

Radiology trainees learn MRI from fragmented sources, with no reliable read on which fundamentals they haven't actually mastered yet — so weak spots compound quietly.

What we built

FRAT-MRI is a structured learning platform that takes trainees from physics fundamentals through clinical protocols, scores mastery as they go, and surfaces the specific areas that need attention — turning a vague sense of 'I should revise' into a concrete plan. In production and actively evolving.

Inside the build

Structured course

Physics, pulse sequences, artifacts and clinical protocols as a guided path.

Mastery tracking

Per-module mastery and progress, not just 'completed / not completed'.

Weak-area analysis

The platform flags the areas that need attention and what to do about them.

Practice that adapts

Quizzing tuned to reinforce exactly where understanding is thin.

Physics to protocols, one path

Feature 01

Physics to protocols, one path

The full MRI curriculum, structured as a guided course.

Mastery, not checkboxes

Feature 02

Mastery, not checkboxes

Per-module mastery scoring — knowing the material vs having clicked through it.

The gaps, found for you

Feature 03

The gaps, found for you

Weak-area analysis with concrete, remedial next steps.

Practice that aims

Feature 04

Practice that aims

Quizzing tuned to reinforce exactly where understanding is thin.

Status: Building. We'll always be straight about where a project actually is — this one included.

Next: UPSC Mentor

Building something in this space?

Tell us what you're working on. We'll come back with how we'd approach it.

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