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A survey on applications of deep learning in microscopy image analysis

  • Published:2021-07 Issue: Volume:134 Page:104523
  • ISSN:0010-4825
  • Container-title:Computers in Biology and Medicine
  • language:en
  • Short-container-title:Computers in Biology and Medicine

Author:

Liu Zhichao,Jin Luhong,Chen Jincheng,Fang Qiuyu,Ablameyko Sergey,Yin Zhaozheng,Xu Yingke

Funder

Fundamental Research Funds for the Central Universities

Natural Science Foundation of Zhejiang Province

National Key Research and Development Program of China

Publisher

Elsevier BV

Subject

Health Informatics,Computer Science Applications

Reference157 articles.

1. How I discovered phase contrast;Zernike;Science,1955

2. Fundamentals of Light Microscopy and Electronic Imaging;Murphy,2002

3. Beitrage zur theorie des mikroskops und der mikroskopischen wahrmehmung;Abbe;Archiv für mikroskopische Anatomie,1873

4. Democratized image analytics by visual programming through integration of deep models and small-scale machine learning;Godec;Nat. Commun.,2019

5. Deep learning for cellular image analysis;Moen;Nat. Methods,2019
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