Assessment of inflammation in patients with rheumatoid arthritis using thermography and machine learning: a fast and automated technique.

Isabel Morales-Ivorra Francisco Javier NarváezCarmen Gómez-VaqueroCarmen MoraguesJoan Miquel NollaJosé A NarváezManuel Alejandro Marín-López

Published in: RMD open (2022)

ThermoJIS was able to detect joint inflammation in patients with RA, even in those in clinical remission. These results open an opportunity to develop new tools for routine detection of joint inflammation.

Keyphrases

machine learning
oxidative stress
rheumatoid arthritis
disease activity
deep learning
minimally invasive
high throughput
systemic lupus erythematosus
interstitial lung disease
ulcerative colitis
label free