Parameter-based transfer learning for severity classification of atopic dermatitis using hyperspectral imaging.

Eun Bin KimYoo Sang BaekOnesok Lee

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)

The present study not only demonstrates the feasibility of the severity classification of AD based on hyperspectral images, but also showcases combinations and research scalability for domain exploration.

Keyphrases

deep learning
atopic dermatitis
machine learning
high resolution
convolutional neural network
mass spectrometry
fluorescence imaging