Selected engineering work
Chest X-ray age estimation
Published in portfolio:
An experimental vision project exploring age-range estimation and anatomical segmentation from chest X-rays.
My contribution
AI developer
Explored vision-transformer models and custom segmentation methods for analysing chest X-rays and estimating age ranges.
Project context
An experimental imaging project. The public portfolio does not establish clinical validation or a measured accuracy result.
Watch the project
Chest X-ray age estimation
Project recording · YouTube
Load the YouTube player here, then press play. If playback is unavailable, use the YouTube link.
Computer vision · Workflow
How it works
Input
Chest X-ray imagery.
Analyse
Explore vision-transformer and segmentation methods.
Review
Inspect estimated age ranges and segmented regions.
Explore the work
The portfolio date records the public listing. It does not establish the project's development dates.
Project description and engineering work
This exploration combines age-range estimation with anatomical segmentation of chest X-ray imagery. The published description identifies vision transformers and custom segmentation methods as the approach.
The video is a project demonstration. Dataset provenance, validation design and benchmark results are not documented here, so the page makes no clinical-performance claim.