X-ray of upper-extremity joints
The dataset of digital X-ray includes over 1,200,000+ studies of the chest, shoulder, elbow, and wrist joints.
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-
- studies with protocol
- 200,000+
-
- studies without protocol
- 1,000,000+
-
- pathologies
- 13
- Medicine
- Computer vision
- Machine Learning
- Segmentation
- Classification
-
- studies with protocol
- 200,000+
-
- studies without protocol
- 1,000,000+
-
- pathologies
- 13
Dataset Info
| Characteristic | Data |
| Description | X-ray of upper-extremity joints with or without protocols |
| Data types | DiCOM |
| Markup | Segmentation of pathologies |
| Tasks | Pathology recognition, computer vision. |
| Number of studies | 1,200,000+ |
| Labeling | Information about each study, including target pathology (1 for presence, 0 for absence) |
| Pathologies | Pulmonary tuberculosis, pneumonia, purulent and necrotic conditions, lung masses, pleural effusion, pneumothorax, atelectasis, mediastinal pathology, cardiomegaly, rib/ribs fractures, shoulder, elbow, and wrist joint conditions. |
Technical
Characteristics
| Characteristic | Data |
| File extension | DiCOM |
| Extension of labeling file | csv |
Industries
Medicine and Healthcare:
-
Disease diagnosis:
Computer Vision for monitoring and controlling lung pathologies or or joint diseases
-
Automating the interpretation of chest X-rays:
Computer vision for automatic analysis and interpretation of chest X-ray images
Education:
-
Medical training:
Segmentation for the education and training of medical university students, interns, and residents
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