Table 1 Final class-wise distribution of the cleaned Lung X-ray image–clinical text dataset after data preprocessing. Significant values are in [bold].
From: Graph attention network-based multimodal approach for lung diseases classification
Disease class | Disease label | Train | Validation | Test | Total samples |
|---|---|---|---|---|---|
Chest changes | 0 | 6000 | 891 | 672 | 7563 |
Degenerative infectious diseases | 1 | 6000 | 948 | 719 | 7667 |
Encapsulated lesions | 2 | 6000 | 947 | 693 | 7640 |
Higher density | 3 | 6000 | 960 | 722 | 7682 |
Lower density | 4 | 6000 | 974 | 733 | 7707 |
Mediastinal changes | 5 | 6000 | 907 | 751 | 7658 |
Normal | 6 | 6000 | 1039 | 719 | 7758 |
Obstructive pulmonary diseases | 7 | 6000 | 953 | 679 | 7632 |
Total | – | 48,000 | 7619 | 5688 | 61,307 |
