2025
Multi-Task Hierarchical Model of Medical Images Based on Alternate Interaction
Yucheng Song, Chenxi Li, Kangxu Fan, Lifeng Li, Jia Guo, Muhammad Ayoub, Zhifang Liao, Yitao Zuo
IRBM 2025
We propose AMTH-Net, a novel alternating multi-task hierarchical network for medical image segmentation and classification. The model achieves superior performance on COVID CXR and F BUSI datasets, with Dice coefficients of 98.33% and 96.76% respectively.
Multi-Task Hierarchical Model of Medical Images Based on Alternate Interaction
Yucheng Song, Chenxi Li, Kangxu Fan, Lifeng Li, Jia Guo, Muhammad Ayoub, Zhifang Liao, Yitao Zuo
IRBM 2025
We propose AMTH-Net, a novel alternating multi-task hierarchical network for medical image segmentation and classification. The model achieves superior performance on COVID CXR and F BUSI datasets, with Dice coefficients of 98.33% and 96.76% respectively.