Accurate segmentation of overlapping cells in cervical cytology with deep convolutional neural networks

Author:

Wan TaoORCID,Xu Shusong,Sang Chen,Jin Yulan,Qin Zengchang

Funder

Beijing Municipal Natural Science Foundation

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications

Reference39 articles.

1. Global cancer statistics, 2012;Torre;CA Cancer J. Clin.,2015

2. A review of image analysis and machine learning techniques for automated cervical cancer screening from pap-smear images;William;Comput. Methods Programs Biomed.,2018

3. Intelligent screening systems for cervical cancer;Jusman;Sci. World J.,2014

4. Segmentation of overlapping cells in cervical smears based on spatial relationship and overlapping translucency light transmission model;Zhang;Pattern Recognit.,2016

5. Cell segmentation using a similarity interface with a multi-task convolutional neural network;Ramesh;IEEE J. Biomed. Health Inform. (2018),,2018

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