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.
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.