Chang Shu

Comparison of diagnostic performance of dermatologists versus deep convolutional neural network for dermoscopic images of pigmented nevus and seborrheic keratosis

Jie Liu, Shiqi Wang, Chen-yu Zhu, 2018 .

The Development and Initial Validation of PUMC Localized Scleroderma Facial Aesthetic Index: A Pilot Study

Xiao Long, Nanze Yu, Xiaojun Wang, 2021, Aesthetic Plastic Surgery.

A Deep Learning Based Framework for Diagnosing Multiple Skin Diseases in a Clinical Environment

Jie Liu, Chen-yu Zhu, Chang Shu, 2021, Frontiers in Medicine.

A convolutional neural network trained with dermoscopic images of psoriasis performed on par with 230 dermatologists

Yushan Zheng, Haopeng Zhang, Yiguang Yang, 2021, Comput. Biol. Medicine.

Deep learning-based, computer-aided classifier developed with dermoscopic images shows comparable performance to 164 dermatologists in cutaneous disease diagnosis in the Chinese population

Cui Tao, Jie Liu, Shiqi Wang, 2020, Chinese medical journal.

Easy-interactive and quick psoriasis lesion segmentation

Wenming Yang, Chang Shu, Guoli Ma, 2013, Other Conferences.