ArtFusion — Official codebase for the ArteryFusion model

Source code for the Claudic-Altio Project, a deep learning pipeline for detecting Giant Cell Arteritis (GCA) from ultrasound images of peripheral arteries (ATC, ATF, ATP, AAX).

Code repository ↗

Temporal/axillary artery ultrasound from the GCA-US dataset.

Using the code

The repository README covers 1. training. See the repository on GitHub for step-by-step instructions.

Related publications

Artery-Fusion Deep Learning for Enhanced Ultrasound Diagnosis of Giant Cell Arteritis

Sarah Schaab, Claus-Jürgen Bauer, Valentin Schäfer, Shadi Albarqouni

Proceedings of the 2024 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2024), Lecture Notes in Electrical Engineering, 2025

Conference Medical Imaging Responsible AI

Publisher BibTeX