Automated Pulmonary Nodule Classification in Computed Tomography Images Using a Deep Convolutional Neural Network Trained by Generative Adversarial Networks - Fujita, Hiroshi; Toyama, Hiroshi; Saito, Kuniaki; Tsukamoto, Tetsuya; Tsujimoto, Masakazu; Teramoto, Atsushi; Onishi, Yuya; Imaizumi, Kazuyoshi (BioMed research international, 2019)
Keywords: Algorithms; Artificial neural networks; Automation; Benign; Biomedical research; Biopsy; Cancer; Classification; Computation; Computed tomography; Diagnosis; Female; Generative adversarial networks; Humans; Image classification; Invasiveness; Lung - diagnostic imaging; Lung - pathology; Lung cancer; Lung Neoplasms - diagnostic imaging; Lung Neoplasms - pathology; Lung nodules; Male; Malignancy; Medical imaging; Medical research; Neural networks; Neural Networks, Computer; Nodules; Radiographic Image Interpretation, Computer-Assisted - methods; Solitary Pulmonary Nodule - diagnostic imaging; Solitary Pulmonary Nodule - pathology; Tomography; Tomography, X-Ray Computed - methods; X-rays