Classifying SPECT Bone Metastasis Images in Grayscale Format with VGGNets

For the purpose of accurate diagnosis of bone metastasis diseases with nuclear medicine SPECT imaging technology in this work, we propose to study and construct CNN based classification model for identifying bone metastases with real-world SPECT imaging data. First, the geometric transformation including image mirroring, rotation, and translation is used to augment dataset of SPECT bone scans. Sec...