The AI-Rad (version VA23A) is designed to detect five specific radiographic findings: Pulmonary lesions, consolidation, atelectasis, pneumothorax and pleural effusion. Pulmonary lesions, as defined by the AI-Rad, include lung nodules (rounded or oval opacities < 3 cm in diameter) and lung masses (pulmonary, pleural or mediastinal lesions > 3 cm in diameter). To detect pneumothoraces, the AI-Rad screens for radiographic signs suggestive of air in the pleural space. Likewise, the AI-Rad screens for radiographic signs suggestive of fluid in the pleural space for the detection of pleural effusions. Atelectasis are defined as increased opacities accompanied by volume loss, which, in turn, can be an abnormal displacement of fissures, bronchi, vessels, the diaphragm, or the mediastinum. The AI-Rad defines consolidations as increased parenchymal attenuation. This definition includes homogeneous increases of parenchymal attenuation (consolidation) that obscures pulmonary vessels and bronchi as well as hazy increases of parenchymal attenuation (ground glass opacity) that do not obscure pulmonary vessels and bronchi.
AI-Assisted Chest X-Ray Analysis Protocol
The AI-Rad (version VA23A) is designed to detect five specific radiographic findings: Pulmonary lesions, consolidation, atelectasis, pneumothorax and pleural effusion. Pulmonary lesions, as defined by the AI-Rad, include lung nodules (rounded or oval opacities < 3 cm in diameter) and lung masses (pulmonary, pleural or mediastinal lesions > 3 cm in diameter). To detect pneumothoraces, the AI-Rad screens for radiographic signs suggestive of air in the pleural space. Likewise, the AI-Rad screens for radiographic signs suggestive of fluid in the pleural space for the detection of pleural effusions. Atelectasis are defined as increased opacities accompanied by volume loss, which, in turn, can be an abnormal displacement of fissures, bronchi, vessels, the diaphragm, or the mediastinum. The AI-Rad defines consolidations as increased parenchymal attenuation. This definition includes homogeneous increases of parenchymal attenuation (consolidation) that obscures pulmonary vessels and bronchi as well as hazy increases of parenchymal attenuation (ground glass opacity) that do not obscure pulmonary vessels and bronchi.
Corresponding Organization : Ruhr University Bochum
Variable analysis
- Confidence score (CS) threshold for reporting findings (CS ≥ 6)
- Radiographic findings detected by the AI-Rad algorithm, including:
- - Pulmonary lesions (lung nodules and lung masses)
- - Consolidation
- - Atelectasis
- - Pneumothorax
- - Pleural effusion
- The AI-Rad algorithm (version VA23A) used to analyze the posterior-anterior (p.a.) view of chest X-ray images
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