Multilevel Contextual 3-D CNNs for False Positive Reduction in Pulmonary Nodule Detection - Dou, Qi; Chen, Hao; Yu, Lequan; Qin, Jing; Heng, Pheng-Ann (IEEE transactions on biomedical engineering, 2017)
Keywords: 3-D convolutional neural networks; Algorithms; Artificial neural networks; Automation; Cancer; Computed tomography; Computer-aided diagnosis; deep learning; Diagnostic Errors - prevention & control; False Positive Reactions; false positive reduction; Feature extraction; Humans; Image detection; Imaging, Three-Dimensional - methods; Information processing; Kernel; Lung cancer; Lung nodules; Lungs; Machine Learning; Medical imaging; Multilevel; Neural networks; Neural Networks (Computer); Nodules; Object recognition; Pattern Recognition, Automated - methods; pulmonary nodule detection; Radiographic Image Interpretation, Computer-Assisted - methods; Reduction; Reproducibility of Results; Sensitivity and Specificity; Solitary Pulmonary Nodule - diagnostic imaging; Spatial data; Three-dimensional displays; Tomography, X-Ray Computed - methods; Two dimensional displays