Heart and Clavicle Segmentation References in Chest Radiography - Montgomery Dataset

In recent years, several studies have demonstrated that automatic algorithms, namely using deep learning, can successfully detect and segment the anatomical structures seen in chest radiography images, namely the lungs, heart and clavicles.

However, only a limited number of public data is available for training, particularly for the heart and clavicles. This dataset provides segmentation masks for the heart and clavicles in the Montgomery dataset, a public repository of 138 chest radiographies for which lung segmentation masks are publicly available (Jaeger et al. Two public chest x-ray datasets for computer-aided screening of pulmonary diseases. Quant.