Yasushi Hirano

Pulmonary Textures Classification Using A Deep Neural Network with Appearance and Geometry Cues

Classification of pulmonary textures on CT images is essential for the development of a computer-aided diagnosis system of diffuse lung diseases. In this paper, we propose a novel method to classify pulmonary textures by using a deep neural network, which can make full use of appearance and geometry…