MICCAI2023中的多模态方面论文

最新推荐文章于 2025-09-13 21:25:11 发布

原创

最新推荐文章于 2025-09-13 21:25:11 发布 · 770 阅读

CC 4.0 BY-SA版权

文章标签：

该博客整理了一系列多模态医学影像相关的研究，涉及阿尔茨海默病诊断、脑肿瘤分割、肺部结节分类等多个医学场景，运用了深度学习方法，如注意力机制、对比学习、扩散模型等，为医学影像分析提供了多种技术思路。

筛选整理出来，开始阅读，后面补上阅读笔记

Attentive Deep Canonical Correlation Analysis for Diagnosing Alzheimer’s Disease Using Multimodal Imaging Genetics
Bidirectional Mapping with Contrastive Learning on Multimodal Neuroimaging Data
CoLa-Diff: Conditional Latent Diffusion Model for Multi-Modal MRI Synthesis
DBTrans: A Dual-Branch Vision Transformer for Multi-modal Brain Tumor Segmentation
Gene-induced Multimodal Pre-training for Image-omic Classification
H-DenseFormer: An Efficient Hybrid Densely Connected Transformer for Multimodal Tumor Segmentation
Incomplete Multimodal Learning for Visual Acuity Prediction after Cataract Surgery Using Masked Self-Attention
Ischemic stroke segmentation from a