CLNAD-Net: A Multi-Task Learning Framework for Cervical Lymph Node Computer-Aided Diagnosis Network.
Experimental results demonstrate that CLNAD-Net outperformed existing methods and physicians of varying experience levels in both segmentation and classification tasks, and highlight the significant potential of CLNAD-Net in CLNM diagnosis, offering improved efficiency and accuracy for clinical applications.