NRDPNet: Noise-Resistant Dual-Path Residual Network for High-Precision Lung Nodule Detection
A novel 3D deep neural network (DNN) architecture that employs an encoder–decoder framework and integrates a region proposal network to achieve precise localization of candidate nodules is proposed, validating its effectiveness and generalizability within simulated image degradation conditions.