A Multi-Label Detection Deep Learning Model with Attention-Guided Image Enhancement for Retinal Images

A Multi-Label Detection Deep Learning Model with Attention-Guided Image Enhancement for Retinal Images

At present, multi-disease fundus image classification tasks still have the problems of small data volumes, uneven distributions, and low classification accuracy. In order to solve the problem of large data demand of deep learning models, a multi-disease fundus image classification ensemble model bas...

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Bibliographic Details
Main Authors: Zhenwei Li, Mengying Xu, Xiaoli Yang, Yanqi Han, Jiawen Wang
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Micromachines
Subjects:
class activation mapping
multi-label classification
data augmentation
model fine-tuning
Online Access:https://www.mdpi.com/2072-666X/14/3/705

Internet

https://www.mdpi.com/2072-666X/14/3/705

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