Global and local attentional feature alignment for domain adaptive nuclei detection in histopathology images

Author:

Wang Zhi,Zhu Xiaoya,Li Ao,Wang Yuan,Meng Gang,Wang Minghui

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Artificial Intelligence,Medicine (miscellaneous)

Reference38 articles.

1. Stacked sparse autoencoder (SSAE) for nuclei detection on breast cancer histopathology images;Xu;IEEE Trans Med Imaging,2016

2. Locality sensitive deep learning for detection and classification of nuclei in routine colon cancer histology images;Sirinukunwattana;IEEE Trans Med Imaging,2016

3. VOCA: cell nuclei detection in histopathology images by vector oriented confidence accumulation;Xie;Proc Mach Learn Res,2019

4. Beyond classification: structured regression for robust cell detection using convolutional neural network;Xie,2015

5. SFCN-OPI: Detection and fine-grained classification of nuclei using sibling FCN with objectness prior interaction;Zhou,2018

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