3 papers
cs.CV2025
RadIR: A Scalable Framework for Multi-Grained Medical Image Retrieval via Radiology Report Mining
Tengfei Zhang, Ziheng Zhao, Chaoyi Wu +4
Developing advanced medical imaging retrieval systems is challenging due to the varying definitions of `similar images' across different medical contexts. This challenge is compoun…
cs.CV2025
FMT:A Multimodal Pneumonia Detection Model Based on Stacking MOE Framework
Jingyu Xu, Yang Wang
Artificial intelligence has shown the potential to improve diagnostic accuracy through medical image analysis for pneumonia diagnosis. However, traditional multimodal approaches of…
cs.IR2024
Enhancing Healthcare Recommendation Systems with a Multimodal LLMs-based MOE Architecture
Jingyu Xu, Yang Wang
With the increasing availability of multimodal data, many fields urgently require advanced architectures capable of effectively integrating these diverse data sources to address sp…