CT Scan Chest Dataset
It is a large-scale CT scan chest dataset featuring over 150,000 chest CT images with annotated pathologies, designed for training deep learning models in lung disease detection, cancer diagnosis, and medical imaging tasks, with labeled data covering a wide range of conditions such as pulmonary embolism, tuberculosis, and lung cancer.
-
- studies with protocol
- 50,000+
-
- studies without protocol
- 100,000+
-
- pathologies
- 24
- Medicine
- Computer vision
- Machine Learning
- Segmentation
- Classification
It is a large-scale CT scan chest dataset featuring over 150,000 chest CT images with annotated pathologies, designed for training deep learning models in lung disease detection, cancer diagnosis, and medical imaging tasks, with labeled data covering a wide range of conditions such as pulmonary embolism, tuberculosis, and lung cancer.
- Medicine
- Computer vision
- Machine Learning
- Segmentation
- Classification
-
- studies with protocol
- 50,000+
-
- studies without protocol
- 100,000+
-
- pathologies
- 24
Dataset Info
| 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+ |
| Labeling | Information about each study, including target pathology (1 for presence, 0 for absence) |
| Pathologies | Developmental anomalies of the lower airways, Destruction/abscess of the lung, Chest soft tissue changes (breast or mammary gland masses), Pulmonary embolism, Pulmonary airflow disorders, Lung cancer, Osteoporosis, Osteoporosis, Hydrothorax, Coronary calcium, Aortic aneurysm, Pulmonary trunk diameter, Lymph nodes, Pulmonary emphysema, Tuberculosis, Sarcoidosis. |
Technical
Characteristics
| Characteristic | Data |
| File extension | DiCOM |
| Extension of labeling file | csv |
Dataset Use Cases
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