Is the aspect ratio of cells important in deep learning? A robust comparison of deep learning methods for multi-scale cytopathology cell image classification: From convolutional neural networks to visual transformers-Reference-Cited by-同舟云学术

Is the aspect ratio of cells important in deep learning? A robust comparison of deep learning methods for multi-scale cytopathology cell image classification: From convolutional neural networks to visual transformers

Published:2022-02 Issue: Volume:141 Page:105026
ISSN:0010-4825
Container-title:Computers in Biology and Medicine
language:en
Short-container-title:Computers in Biology and Medicine

Author:

Liu Wanli,Li Chen^ORCID,Rahaman Md Mamunur^ORCID,Jiang Tao,Sun Hongzan,Wu Xiangchen,Hu Weiming,Chen Haoyuan,Sun Changhao,Yao Yudong,Grzegorzek Marcin

Funder

National Natural Science Foundation of China

Fundamental Research Funds for the Central Universities

Publisher

Elsevier BV

Subject

Health Informatics,Computer Science Applications

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