In this paper we describe and evaluate a fully automated system for detecting and measuring capillaries in nailfold images, adopting a machine learning ...

Nailfold capillaroscopy is an established qualitative technique in the assessment of patients displaying Raynaud's phenomenon. We describe a fully automated ...

This study proposes an automated method for measuring nailfold capillary density. The improved technique can effectively and rapidly detect distal capillaries.

Accurate, fully automated analysis of nailfold capillaries can be obtained not only with specialist videocapillaroscopy systems but also with hand-held, low ...

Dec 10, 2023 · This pipeline excels in automatically detecting and measuring a wide range of size factors, morphological features, and dynamic aspects of ...

Jan 18, 2023 · We aimed to develop and validate a fully automated image analysis system to fill this gap.

The system can automatically detect capillaries in the nail fold and calculate the number, thickness, and density of capillaries, which are important in ...

We have developed a system for measuring both structure and flow fully-automatically in all visible capillaries across the whole nailfold.

Feb 21, 2023 · We have developed a complete automated system that analyses nailfold capillary images, and returns a subject-level probability of SSc, based ...

This pipeline excels in automatically detecting and measuring a wide range of size factors, morphological features, and dynamic aspects of nailfold capillaries.