Fungal Microscopic Image Classification Based on Multi-scale Attention Mechanism

Fungal Microscopic Image Classification Based on Multi-scale Attention Mechanism

Objective  To establish a fungal image-assisted classification model using deep learning technology.  Methods  The microscope images of people infected with Aspergillus, Saccharomyces and Cryptococcus neoformans were retrospectively collected from the Eighth Medical Center of PLA General Hospital fr...

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Bibliographic Details
Main Authors: ZHANG Xueyuan, XU Hongyan, DONG Yueming, LIU Danfeng, SUN Pengrui, YAN Rui, CUI Hongliang, LEI Hong, REN Fei
Format: Article
Language:zho
Published: Editorial Office of Medical Journal of Peking Union Medical College Hospital 2023-01-01
Series:Xiehe Yixue Zazhi
Subjects:
fungal
convolutional neural network
image classification
multi-scale attention mechanism
Online Access:https://xhyxzz.pumch.cn/en/article/doi/10.12290/xhyxzz.2022-0169

Internet

https://xhyxzz.pumch.cn/en/article/doi/10.12290/xhyxzz.2022-0169

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