Anatomical segmentation is a fundamental task in medical image computing, generally tackled with fully convolutional neural networks which produce dense segmentation masks. These models are often ...

The MIMIC-CXR dataset includes over 200,000 chest X-ray images, representing a diverse range of chest diseases, such as pneumonia, tuberculosis, and pneumothorax, with the majority of the images ...

Background Chest CT displays chest pathology better than chest X-ray (CXR). We evaluated the effects on health outcomes of replacing CXR by ultra-low-dose chest-CT (ULDCT) in the diagnostic work-up of ...