An efficient multi-path 3D convolutional neural network for false-positive reduction of pulmonary nodule detection

ConclusionBy constructing a multi-path 3D CNN to fully extract candidate target features, it accurately identifies pulmonary nodules with different sizes, shapes, and background information. In addition, the proposed general framework is also suitable for similar 3D medical image classification tasks.
Source: International Journal of Computer Assisted Radiology and Surgery - Category: Intensive Care Source Type: research