Translucent hand X-ray
Master's research project

AI medical imaging assistant.

A research MVP exploring how artificial intelligence can support medical image analysis. The first working module focuses on using spine X-rays for vertebrae segmentation.

What this is

A starting point for a broader medical AI assistant.

MIRO is designed to help analyze medical images, highlight anatomical structures, and support professionals with clearer visual information. Today, the first available tool focuses on spine X-ray segmentation.

This tool is for research and educational purposes only. It is not a medical diagnosis tool.

Current MVP

Upload a spine X-ray and generate segmentation views.

The current prototype produces visual outputs that make the vertebral column easier to inspect, compare, and understand.

Binary spine segmentation

Multiclass vertebrae masks

Polygon-based vertebrae outlines

Vertebra-focused visual predictions

Why it matters

Spine analysis requires careful visual review.

AI-assisted segmentation can make anatomical structures easier to inspect, compare, and communicate during research or future clinical workflows.

The goal is visual support, not autonomous medical judgment. The output should remain part of a professional review process.

Built to grow

The spine module is only the first step.

Different body regions

Multiple image types

Guided clinical review

Future measurement support