Article

A Novel Deep Convolutional Network Based on Transfer Learning for lung Image Disease Diagnosis

2024-11-13

Abstract excerpt

In this study, a deep learning model based on transfer learning is proposed, which uses the pre-trained ResNet50 architecture to automatically classify X-ray images of normal, bacterial and viral pneumonia. In the experimental process, after 20 rounds of training, the accuracy of the model is close to 100% in both the verification set and the test set. The changes of loss function and accuracy curve show that the...

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Literature Corpus work: 19afb169-0c53-5c59-a6f0-b4b71bacffdf
DOI: 10.20944/preprints202411.0949.v1

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