Mathematical-based morphological classification of skin eruptions corresponding to the pathophysiological state of chronic spontaneous urticaria.

Sungrim Seirin-LeeDaiki MatsubaraYuhki YanaseTakuma KuniedaShunsuke Takahagi Michihiro Hide

Published in: Communications medicine (2023)

Our multi-faceted approach was accurate in defining pathophysiological states of disease based on geometric features offering the potential to improve the accuracy of CSU diagnosis and better management of the disease in the clinic.

Keyphrases

machine learning
primary care
deep learning
risk assessment
human health