Case-Aware Medical Image Classification with Multimodal Knowledge Graphs and Reliability-Guided Refinement 事件

Case-Aware Medical Image Classification with Multimodal Knowledge Graphs and Reliability-Guided Refinement arXiv:2605.22547v2 Announce Type: replace Abstract: Deep learning has brought significant progress to medical image classification, yet most existing methods still rely on isolated visual evidence and cannot effectively leverage similar cases or external knowledge. In clinical practice, diagnosis is typically supported by similar historical cases and their associated symptoms. To explicitl