Image-based automated Psoriasis Area Severity Index scoring by Convolutional Neural Networks.

Mirjam J SchaapN J CardozoAjay Patel Elke M G J de Jong Bram van Ginneken Marieke Martha Benedicta Seyger

Published in: Journal of the European Academy of Dermatology and Venereology : JEADV (2021)

Convolutional Neural Networks have the potential to automatically and objectively perform image-based PASI scoring at an anatomical region level. For erythema, desquamation and induration scoring, CNNs performed similar to physicians, while for area scoring CNNs outperformed physicians on image-based PASI scoring.

Keyphrases

convolutional neural network
deep learning
primary care
machine learning
physical activity
high throughput
climate change