Investigation of stratum corneum cell morphology and content using novel machine-learning image analysis.

Takeshi TohgasakiSaki AiharaMariko IkedaMinako TakahashiMasaya EtoRiki KudoHiroshi TairaAi KidoShinya KondoShioji Ishiwatari

Published in: Skin research and technology : official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging (ISSI) (2024)

Various physiological skin conditions can be predicted from images of the SC using AI models and multivariate analysis. Our method is expected to be useful for dermatological treatment optimization.

Keyphrases

machine learning
artificial intelligence
deep learning
single cell
cell therapy
convolutional neural network
big data
stem cells
wound healing
bone marrow