Classification method of dermoscopic image based on hierarchical convolution neural network

In order to solve the problem of insufficient number of dermoscopic image and the imbalance of image data among various diseases, a classification method of dermoscopic image based on class weighted cross entropy loss function and hierarchical convolution neural network was proposed.Firstly, the der...

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Bibliographic Details
Main Authors: Hong SHAO, Mingkun ZHANG, Wencheng CUI
Format: Article
Language:zho
Published: POSTS&TELECOM PRESS Co., LTD 2021-12-01
Series:智能科学与技术学报
Subjects:
Online Access:http://www.cjist.com.cn/thesisDetails#10.11959/j.issn.2096-6652.202147