2025-07-02 A nested self-supervised learning framework for 3-D semantic segmentation-driven multi-modal medical image fusion Dual Attention EncoderMedical Image Segmentation 多模态医学图像分割 3D多模态医学图像的成功融合依赖于每种成像模式独特的具体特征以及所有模式之间一致的空间语义特征
2025-06-30 Mirror U-Net Marrying Multimodal Fission with Multi-task Learning for Semantic Segmentation in Medical Imaging Dual Attention EncoderMedical Image Segmentation 医学图像分割 云想衣裳花想容,春风拂槛露华浓
2025-06-26 BSAFusion A Bidirectional Stepwise Feature Alignment Network for Unaligned Medical Image Fusion Medical Image SegmentationMulti modal Medical Image Fusion 如果可以在统一的处理框架内使用单阶段方法同时对未对齐的多模态医学图像进行对齐和融合,不仅能实现双任务的相互促进,还能帮助降低模型的复杂性
2025-05-26 Dual Attention Encoder with Joint Preservation for Medical Image Segmentation Dual Attention EncoderMedical Image Segmentation 医学图像分割 DANIE医学图像分割网络
2025-04-22 Rolling-Unet Revitalizing MLP’s Ability to Efficiently Extract Long-Distance Dependencies for Medical Image Segmentation MLPMedical Image Segmentation 医学图像分割 云想衣裳花想容,春风拂槛露华浓
2025-03-17 Learning Generalized Medical Image Segmentation from Decoupled Feature Queries Decoupled Feature QueriesMedical Image Segmentation 医学图像分割 云想衣裳花想容,春风拂槛露华浓