Automated capillary flow segmentation and mapping for nailfold video capillaroscopy.

Tomoya NiizawaKota YokemuraTomoya KusakaTakuma SugashiIchiro MiuraKeiji KawagoeKazuto Masamoto

Published in: Microcirculation (New York, N.Y. : 1994) (2022)

The present method allows a spatiotemporal characterization of capillary morphology and flow dynamics with NVC, allowing a wide application such as large-scale health assessment.

Keyphrases

deep learning
systemic sclerosis
healthcare
public health
machine learning
high resolution
mental health
high throughput
health information
high density
social media
single cell