Pneumonia Image Classification Based on ResNet Model and Its Optimization

Author:

Li Siyang1,Liu Jiaxuan1,Du Chang Jun1,Wang Li1

Affiliation:

1. University of Electronic Science and Technology of China,Electrical and Electronics Engineering,Chengdu,China

Publisher

IEEE

Reference13 articles.

1. ResNet50 network structure diagram and structure description;xianyu,0

2. Deep Residual Learning for Image Recognition;he;2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2016

3. Classification of Gurumukhi month’s name images using various convolutional neural network optimizers;singh;Soft Computing (Berlin Germany),2022

4. Automated pneumonia detection on chest X-ray images: A deep learning approach with different optimizers and transfer learning architectures;et al;Measurement Journal of the International Measurement Confederation,2021

5. Effects of Image Preprocessing on the Performance of Convolutional Neural Networks for Pneumonia Detection;av?ar;2021 International Conference on INnovations in Intelligent SysTems and Applications (INISTA),2021

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1. Utilizing Random Forest to Diagnose Pneumonia in Children;2024 3rd International Conference on Artificial Intelligence For Internet of Things (AIIoT);2024-05-03

2. An Improved Method for Pneumonia Image Classification Based on CoAtNet;2024 5th International Conference on Computer Engineering and Application (ICCEA);2024-04-12

3. Research on Pneumonia Image Classification Based on Improved Neural Network;Modeling and Simulation;2024

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