Reproducible Machine Learning Methods for Lung Cancer Detection Using Computed Tomography Images: Algorithm Development and Validation

• Main Authors: Yu, Kun-Hsing (Author), Lee, Tsung-Lu Michael (Author), Yen, Ming-Hsuan (Author), Kou, S C (Author), Rosen, Bruce (Author), Chiang, Jung-Hsien (Author), Kohane, Isaac S (Author)
• Format: Book
• Published: JMIR Publications, 2020-08-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundChest computed tomography (CT) is crucial for the detection of lung cancer, and many automated CT evaluation methods have been proposed. Due to the divergent software dependencies of the reported approaches, the developed methods are rarely compared or reproduced. ObjectiveThe goal of the...