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Lung Cancer CT Images - 150,000+ studies
Dataset comprises 50,000+ studies with protocol and 100,000+ studies without protocol, featuring 24 pathologies for comprehensive medical imaging analysis. It provides detailed cross-sectional images of the chest, enabling advanced research in lung diseases, pulmonary nodules, and heart disease. - Get the data
Dataset characteristics:
| Characteristic | Data |
|---|---|
| Description | Chest CT scans with or without protocols |
| Data Types | DICOM |
| Markup | Segmentation of pathologies |
| Tasks | Pathology recognition, computer vision |
| Number of Studies | 150,000+ (50,000+ with protocol, 100,000+ without protocol) |
| Labeling | Binary labels per study (1 = pathology present, 0 = absent) |
| Pathologies | Developmental anomalies of the lower airways, Destruction/abscess of the lung, Chest soft tissue changes (breast/mammary gland masses), Pulmonary embolism, Pulmonary airflow disorders, Lung cancer, Osteoporosis, Hydrothorax, Coronary calcium, Aortic aneurysm, Pulmonary trunk dilation, Lymph node abnormalities, Pulmonary emphysema, Tuberculosis, Sarcoidosis |
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Dataset structure
- files — studies
- labels —file contains metadata and labels.
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