Reversed Active Learning based Atrous DenseNet for Pathological Image Classification

no code implementations • 6 Jul 2018 • Yuexiang Li, Xinpeng Xie, Linlin Shen, Shaoxiong Liu

However, the usage of deep learning networks for the pathological image analysis encounters several challenges, e. g. high resolution (gigapixel) of pathological images and lack of annotations of cancer areas.

Active Learning Classification +2

DeepPap: Deep Convolutional Networks for Cervical Cell Classification

no code implementations • 25 Jan 2018 • Ling Zhang, Le Lu, Isabella Nogues, Ronald M. Summers, Shaoxiong Liu, Jianhua Yao

However, the success of most traditional classification methods relies on the presence of accurate cell segmentations.

Classification General Classification +1