Table 5.
Summary of datasets used for tuberculosis detection.
| Name | Disease | Image Type | Reference | Number of Images | Link |
|---|---|---|---|---|---|
| Belarus dataset | Tuberculosis | X-ray and CT | [142] | 1299 | http://tuberculosis.by |
| ImageCLEF 2018 dataset | Tuberculosis | CT | 2287 | https://www.imageclef.org/2018/tuberculosis | |
| ImageCLEF 2019 dataset | Tuberculosis | CT | [143] | 335 | https://www.imageclef.org/2019/medical/tuberculosis |
| India | Tuberculosis | X-ray | [39] | 78 tuberculosis and 78 normal | https://sourceforge.net/projects/tbxpredict/ |
| Indiana Dataset | Multiple diseases with annotations | X-ray | [144] | 7284 | https://openi.nlm.nih.gov |
| JSRT dataset | Lung nodules and normal | X-ray and CT | [145] | 154 nodule and 93 non-nodule | http://db.jsrt.or.jp/eng.php |
| Montgomery and Shenzhen datasets | Tuberculosis and normal | X-ray | [146] | 394 tuberculosis and 384 normal | https://lhncbc.nlm.nih.gov/publication/pub9931 |
| NIH-14 dataset | Pneumonia and 13 other diseases | X-ray | [147] | 112120 | https://www.kaggle.com/nih-chest-xrays/data |
| TBimages dataset | Tuberculosis | Sputum smear microscopy image | [148] | 1320 | http://www.tbimages.ufam.edu.br/ |
| ZiehlNeelsen Sputum smear Microscopy image DataBase | Tuberculosis | Sputum smear microscopy image | [27] | 620 tuberculosis and 622 normal | http://14.139.240.55/znsm/ |
| Large Dataset of Labeled Optical Coherence Tomography (OCT) and Chest X-Ray Images (LDOCTCXR) | Pneumonia and normal | X-ray | [93] | 3883 pneumonia and 1349 normal | https://data.mendeley.com/datasets/rscbjbr9sj/3 |
| Radiological Society of North America (RSNA) pneumonia dataset | Pneumonia and normal | X-ray | 5528 | https://www.kaggle.com/c/rsna-pneumonia-detection-challenge/data |