4 citations · 8 across the 4 of their papers we have counts for
4 papers
RareAgents: Autonomous Multi-disciplinary Team for Rare Disease Diagnosis and Treatment
Xuanzhong Chen, Ye Jin, Xiaohao Mao +3
Rare diseases, despite their low individual incidence, collectively impact around 300 million people worldwide due to the vast number of diseases. The involvement of multiple organ…
VividMed: Vision Language Model with Versatile Visual Grounding for Medicine
Lingxiao Luo, Bingda Tang, Xuanzhong Chen +2
Recent advancements in Vision Language Models (VLMs) have demonstrated remarkable promise in generating visually grounded responses. However, their application in the medical domai…
RareBench: Can LLMs Serve as Rare Diseases Specialists?
Xuanzhong Chen, Xiaohao Mao, Qihan Guo +3
Generalist Large Language Models (LLMs), such as GPT-4, have shown considerable promise in various domains, including medical diagnosis. Rare diseases, affecting approximately 300…
Building Universal Foundation Models for Medical Image Analysis with Spatially Adaptive Networks
Lingxiao Luo, Xuanzhong Chen, Bingda Tang +5
Recent advancements in foundation models, typically trained with self-supervised learning on large-scale and diverse datasets, have shown great potential in medical image analysis.…