Table 7.
Summary of datasets used for lung cancer detection.
| Name | Disease | Image Type | Reference | Number of Images | Link |
|---|---|---|---|---|---|
| JSRT dataset | Lung nodules and normal lungs | X-ray and CT | [145] | 154 nodule and 93 non-nodule | http://db.jsrt.or.jp/eng.php |
| Kaggle Data Science Bowl 2017 dataset | Lung Cancer | CT scans | 601 | https://www.kaggle.com/c/data-science-bowl-2017/overview | |
| LIDC-IDRI | Lung Cancer | CT | [149] | 1018 | https://wiki.cancerimagingarchive.net/display/Public/LIDC-IDRI |
| Lung Nodule Analysis 2016 (LUNA16) dataset | Location and size of lung nodules | CT scans | [8] | 888 | https://luna16.grand-challenge.org/download/ |
| NCI Genomic Data Commons | Lung Cancer | histopa- thology images | [150] | More than 575,000 | https://portal.gdc.cancer.gov/ |
| NIH-14 dataset | 14 lung diseases | X-ray | [147] | 112,120 | https://www.kaggle.com/nih-chest-xrays/data |
| NLST | Lung Cancer | CT | Approximately 200,000 | https://biometry.nci.nih.gov/cdas/learn/nlst/images/ | |
| NSCLC-Radiomics | Lung Cancer | CT | 422 | https://wiki.cancerimagingarchive.net/display/Public/NSCLC-Radiomics | |
| NSCLC- Radiomics -Genomics | Lung Cancer | CT | 89 | https://wiki.cancerimagingarchive.net/display/Public/NSCLC-Radiomics-Genomics | |
| RIDER Collections | Lung Cancer | CT | Approximately 280,000 | https://wiki.cancerimagingarchive.net/display/Public/RIDER+Collections |