MIROMIRO
Segmentation AI

From selecting the anatomy to reviewing polygon and raw segmentation outputs, this page shows the current research prototype in use.

Skull model overlay

01 · Select anatomy

Begin with the region to analyze.

The workflow begins at the anatomy selector. Spine is the available module today, while the remaining regions establish how MIRO can expand over time.

1Select Spine and continue

Anatomy selection

Spine available · other regions planned

02 · Review the radiograph

Move from an X-ray to reviewable outputs.

Choose an image, run the selected model, and inspect the result directly over the radiograph. The workspace keeps image, controls, and outputs together.

Polygon

Structured vertebra outlines for reviewing individual segments and their placement.

Raw

Pixel-level masks for inspecting multiclass vertebrae and the complete spine region.

Current scope

A focused module with a broader direction.

MIRO currently supports visual spine segmentation from frontal radiographs. The goal is to make vertebra localization clearer and create a foundation for future alignment, scoliosis review, and measurement support.

Current module

Spine

The first available anatomy pathway in the MIRO workspace.

Segmentation range

T1 through L5

Vertebra-level coverage across thoracic and lumbar regions.

Supported input

Frontal X-ray

Designed around front-facing JPG and PNG radiographs.

Current outputs

Polygon + Raw

Polygon and raw masks available for visual review.

Research prototype

This tool is for research and educational purposes only. It is not a medical diagnosis tool. Public examples should be self-created, synthetic, open-source, or otherwise approved for public use.