Computer-aided diagnosis of four common cutaneous diseases using deep learning algorithm. - Xinyuan Zhang 006; Shiqi Wang 008; Jie Liu 085; Cui Tao (BIBM, 2017)

Automatic segmentation of dermoscopy images using saliency combined with Otsu threshold. - Haidi Fan; Fengying Xie; Yang Li; Zhiguo Jiang 001; Jie Liu 085 (Comput. Biol. Medicine, 2017)

Classification for Dermoscopy Images Using Convolutional Neural Networks Based on Region Average Pooling. - Jiawen Yang; Fengying Xie; Haidi Fan; Zhiguo Jiang 001; Jie Liu 085 (IEEE Access, 2018)

Towards improving diagnosis of skin diseases by combining deep neural network and human knowledge. - Xinyuan Zhang 006; Shiqi Wang 008; Jie Liu 085; Cui Tao (BMC Medical Informatics Decis. Mak., 2018)

Skin lesion segmentation using high-resolution convolutional neural network. - Fengying Xie; Jiawen Yang; Jie Liu 085; Zhiguo Jiang 001; Yushan Zheng; Yukun Wang (Comput. Methods Programs Biomed., 2020)

A convolutional neural network trained with dermoscopic images of psoriasis performed on par with 230 dermatologists. - Yiguang Yang; Juncheng Wang; Fengying Xie; Jie Liu 085; Chang Shu; Yukun Wang; Yushan Zheng; Haopeng Zhang 001 (Comput. Biol. Medicine, 2021)

A rotation meanout network with invariance for dermoscopy image classification and retrieval. - Yilan Zhang; Fengying Xie; Xuedong Song; Hangning Zhou; Yiguang Yang; Haopeng Zhang 001; Jie Liu 085 (Comput. Biol. Medicine, 2022)

Dermoscopic image retrieval based on rotation-invariance deep hashing. - Yilan Zhang; Fengying Xie; Xuedong Song; Yushan Zheng; Jie Liu 085; Juncheng Wang (Medical Image Anal., 2022)

Skin lesion classification based on two-modal images using a multi-scale fully-shared fusion network. - Yiguang Yang; Fengying Xie; Haopeng Zhang 001; Juncheng Wang; Jie Liu 085; Yilan Zhang; Haidong Ding (Comput. Methods Programs Biomed., 2023)