An Improved Medical Image Classification Algorithm Based on Adam Optimizer

Due to the complexity and illegibility of medical images, it brings inconvenience and difficulty to the diagnosis of medical personnel. To address these issues, an optimization algorithm called GSL(Gradient sine linear) based on Adam algorithm improvement is proposed in this paper, which introduces...

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Bibliographic Details

Published in:	Mathematics
Main Authors:	Haijing Sun, Wen Zhou, Jiapeng Yang, Yichuan Shao, Lei Xing, Qian Zhao, Le Zhang
Format:	Article
Language:	English
Published:	MDPI AG 2024-08-01
Subjects:	deep learning Adam algorithm gradient cropping linear interpolation periodic adjustment of learning rate
Online Access:	https://www.mdpi.com/2227-7390/12/16/2509