CT scan chest
Dataset of chest CT scans including protocols developed by medical professionals
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-
- studies with protocol
- 50,000+
-
- studies without protocol
- 100,000+
-
- pathologies
- 24
- 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 |
Industries
Medicine and Healthcare:
-
Disease diagnosis:
Computer vision and classification for automatic detection and classification of various chest pathologies
-
Telemedicine:
Using remote diagnostics to analyze CT scans and provide conclusions to patients at a distance.
Education:
-
Medical training:
Segmentation for the education and training of medical university students, interns, and residents
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