2025-07-29 Entropy-aware dynamic path selection network for multi-modality medical image fusion Multi-Modality Medical Image Fusion 多模态医学图像分割 深度学习在多模态医学图像融合(MMIF)中取得了显著成功
2025-07-28 Multiscale Frequency-Guided Image Analyses for Mixed-Modality Medical Image Segmentation Mixed-Modality Segmentation Network 多模态医学图像分割 不同成像仪器生成的医学图像通常具有不同的模态
2025-07-27 A Novel 3D Unsupervised Domain Adaptation Framework for Cross-Modality Medical Image Segmentation Unsupervised Domain Adaptation 多模态医学图像分割 我们考虑了跨模态医学图像分割中的体积(3D)无监督域适应(UDA)问题
2025-07-25 MATR Multimodal Medical Image Fusion via Multiscale Adaptive Transformer Adaptive ConvolutionAdaptive Transform 多模态医学图像分割 多模态医学图像融合是一种将不同模态中的互补信息合并的有效方法
2025-07-25 Hybrid cross-modality fusion network for medical image segmentation with contrastive learning Medical Image Segmentation 多医学图像分割 医学图像分割已广泛应用于基于人工智能的临床应用中
2025-07-24 Cross-Modality Interaction Network for Medical Image Fusion Dual Attention EncoderMedical Image Segmentation 医学图像分割 多模态医学图像融合通过整合源图像最大化来自不同模态图像的互补信息
2025-07-22 A cascaded framework with cross-modality transfer learning for whole heart segmentation Whole Heart Structure 多模态医学图像分割 从三维心脏图像中自动且准确地分割整个心脏结构
2025-07-21 Diff-IF Multi-modality image fusion via diffusion model with fusion knowledge prior Multi-modality image fusion 多模态医学图像分割 多模态图像融合(MMIF)旨在聚合来自不同源图像域的互补信息
2025-07-19 Brain tumor segmentation based on the dual-path network of multi-modal MRI images Medical Image SegmentationMulti-modal MRI Images 多模态医学图像分割 由于肿瘤呈浸润性生长,胶质瘤的边界通常与脑组织融合
2025-07-18 FPL+ Filtered Pseudo Label-Based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation Unsupervised Domain Adaptation 多模态医学图像分割 将医学图像分割模型适应到新的领域对于提高其跨领域的可迁移性至关重要