Multi-Class Classification of Lung Diseases Using CNN Models

In this study, we propose a multi-class classification method by learning lung disease images with Convolutional Neural Network (CNN). As the image data for learning, the U.S. National Institutes of Health (NIH) dataset divided into Normal, Pneumonia, and Pneumothorax and the Cheonan Soonchunhyang U...

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Bibliographic Details
Main Authors: Min Hong, Beanbonyka Rim, Hongchang Lee, Hyeonung Jang, Joonho Oh, Seongjun Choi
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/11/19/9289