Lung nodule segmentation in chest computed tomography using a novel background estimation method

BACKGROUND: Lung cancer results in the highest number of cancer deaths worldwide. The segmentation of lung nodules is an important task in computer systems to help physicians differentiate malignant lesions from benign lesions. However, it has already been observed that this may be a difficult task, especially when nodules are connected to an anatomical structure. METHODS: This paper proposes a method to estimate the background of the nodule …