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Objective: To develop and validate the model for predicting benign and malignant ground-glass nodules (GGNs) based on the whole-lung baseline CT features deriving from deep learning and radiomics.

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This code is for 3D lung segmentation in CT scans using a U-Net model. The dataset consists of 45 patient lung CT scans and their respective masks. The masks contain three labels: trachea, left lung, ...

Accurate detection and segmentation of lung tumors on CT scans is critical for monitoring cancer progression, evaluating treatment responses and planning radiation therapy. Currently, experienced ...

The gold standard for finding lung cancer early is computed tomography (CT) lung cancer screening. However, this is limited to people who have smoked. Currently, there are more non-smokers (never ...

The pleura (plural: pleurae) is a two-layered membrane that covers the lung. Between the layers is a small amount of lubricating fluid, known as pleural fluid, which helps cushion the lung and reduce ...

Aim To determine whether early CF structural lung disease persists and progresses over 1 year and to identify factors associated with radiological persistence and progression. Methods 143 children ...

The pleura is a two-layered membrane that covers the lung. Between the layers is a small ... very small (detectable only by a chest X-ray or CT scan) or be large and contain several pints of ...

Feb. 6, 2025 — Despite new medication, cystic fibrosis often leads to permanent lung damage. Researchers have discovered that the disease causes changes in the immune system early in life ...

Lung diseases are some of the most common medical conditions in the world. Tens of millions of people have lung disease in the U.S. alone. Smoking, infections, and genes cause most lung diseases.