Table 7 Available lung cancerous datasets
Dataset Name | Lung Cancer Types | Modality | Number of Images | Reference |
|---|---|---|---|---|
NIH Chest X-rays (ChestX-ray8) | Lung Nodule And 7 others | X-Ray | Total – 1,08,948 1,971—Lung Nodule 84,312 – No Findings | [44] |
NIH Chest X-rays (ChectX-ray14) | Lung Nodule And 13 others | X-Ray | Total – 1,12,120 6,323—Lung Nodule 60,412 – No Findings | [46] |
VinDr-CXR | Lung nodule and 27 others | X-Ray | Total – 18,000 586—Lung Nodule | [52] |
SPIE-AAPM Lung CT Challenge | Benign and Malignant Lung Nodules | CT scan | Total – 22,489 37 – Benign Nodule 36—Malignant Nodule | [64] |
Development of a Digital Image Database for Chest Radiographs with and Without a Lung Nodule (JSRT) | Lung Nodule Normal | X-Ray | Total—247 100—Malignant Nodules 54—Benign Nodules 93—Without Nodule | [56] |
National Lung Screening Trial (NLST) | Lung Cancer | CT scan | Total—75,000 With and Without Nodule – 28,000 | [65] |
NSCLC-Radiomics | NSCLC | CT scan | Total—52,073 | [66] |
Cancer Moonshot Biobank—Lung Cancer Collection (CMB-LCA) | Lung Cancer | CT scan | Total—20,918 | [67] |
CT Ventilation as a functional imaging modality for lung cancer radiotherapy (CT-vs-PET-Ventilation-Imaging) | Lung Cancer | 4D CT scan & PET | Total—29,491 | [68] |
Lung-PET-CT-Dx | Lung Cancer | CT scan & PET | Total—251,135 | [69] |
QIN LUNG CT | NSCLC | CT scan | Total—3,954 | [70] |
4D-Lung | NSCLC | CT scan – 4D fan beam 4D cone beam | Total – 3,47,330 | [71] |
RIDER Lung CT | NSCLC | CT scan | Total—15,419 | [72] |
RIDER Lung PET-CT | Lung Cancer | CT scan & PET | Total – 2,69,511 | [73] |