Chest CT Segmentation Dataset
This Chest CT Dataset provides 1,000+ Nii-format scans with expert annotations for segmentation and classification of 7 pathologies and 8 anatomical regions, including lungs, heart, and ribs. This CT Segmentation Dataset offers high-quality cross-sectional images and detailed pictures to support AI research in lung cancer, pulmonary disease, and diagnostic imaging.
-
- medical studies
- 1,000+
-
- pathologies
- 7
-
- anatomical region
- 8
- Medicine
- Segmentation
- Computer Vision
- Classification
- Machine Learning
This Chest CT Dataset provides 1,000+ Nii-format scans with expert annotations for segmentation and classification of 7 pathologies and 8 anatomical regions, including lungs, heart, and ribs. This CT Segmentation Dataset offers high-quality cross-sectional images and detailed pictures to support AI research in lung cancer, pulmonary disease, and diagnostic imaging.
- Medicine
- Segmentation
- Computer Vision
- Classification
- Machine Learning
-
- medical studies
- 1,000+
-
- pathologies
- 7
-
- anatomical region
- 8
Dataset Info
| Characteristic | Data |
| Description | CT scans of the chest to recognize pathologies |
| Data types | Nii |
| Tasks | Recognition, classification and segmentation of pathologies, computer vision |
| Number of studies | 1,000+ |
| Number of pathologies | 7 |
| Number of anatomical region | 8 |
| Pathologies | Cancer, aeration disorder, hydrothorax, emphysema, paracardiac fat, coronary calcium.Anatomical regions: ribs, lungs, aorta, pulmonary trunk, heart, sternum, costal cartilages, spine. |
| Labeling | Segmentation of a pathology and anatomical regions |
Pathologies
- cancer
- aeration disorder
- hydrothorax
- emphysema
- paracardiac fat
- coronary calcium
Anatomical regions
- ribs
- lungs
- aorta
- pulmonary trunk
- heart
- sternum
- costal cartilages
- spine
Technical
Characteristics
| Characteristic | Data |
| File Extension | Nii |
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