Automated diagnosis of pulmonary nodules in 3D PET/CT images using dual-path densely connected networks with cross-modal fusion

The proposed model outperforms state-of-the-art baselines, validating the effectiveness of its feature extraction and multi-level cross-modal interaction strategy. These findings highlight the potential of the proposed model as a robust and reliable tool in clinical settings, capable of supporting intelligent, automated diagnosis of PNs.