Laser & Optoelectronics Progress, Volume. 60, Issue 14, 1410001(2023)
Coronavirus Disease X-Ray Image Diagnosis Method Based on ConvNeXt Network
Fig. 1. GlstNet framework structure
Fig. 2. LSTM network structure
Fig. 3. CNN-LSTM network structure
Fig. 4. Confusion matrix for the test set on dataset I
Fig. 5. GlstNet accuracy change curve with confusion matrix
Fig. 6. GlstNet network confusion matrix on Chest X-ray validation set
Fig. 7. Score-CAM visualization results
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Shuai Zhang, Junzhong Zhang, Hui Cao, Dawei Qiu, Xurui Ji. Coronavirus Disease X-Ray Image Diagnosis Method Based on ConvNeXt Network[J]. Laser & Optoelectronics Progress, 2023, 60(14): 1410001
Category: Image Processing
Received: Jul. 21, 2022
Accepted: Aug. 20, 2022
Published Online: Jul. 17, 2023
The Author Email: Cao Hui (caohui63@163.com), Qiu Dawei (dwqiu@foxmail.com)