AcneGrader: An ensemble pruning of the deep learning base models to grade acne.

Shuai LiuYusi FanMeiyu DuanYueying WangGuoxiong SuYanjiao RenLan HuangFengfeng Zhou

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) (2022)

The method we proposed is used to grade acne. Our method's performance outperforms state-of-the-art methods on two datasets, and it can also remove redundancy models to reduce computational complexity.

Keyphrases

deep learning
convolutional neural network
hidradenitis suppurativa
machine learning
artificial intelligence