  This short paper reports the algorithms we used and the evaluation
performances for ISIC Challenge 2018. Our team participates in all the tasks in
this challenge. In lesion segmentation task, the pyramid scene parsing network
(PSPNet) is modified to segment the lesions. In lesion attribute detection
task, the modified PSPNet is also adopted in a multi-label way. In disease
classification task, the DenseNet-169 is adopted for multi-class
classification.
