医学 AI

Clinical-Injection Transformer with Domain-Adapted MAE for Lupus Nephritis Prognosis Prediction

具有领域适应MAE的临床注射变换器用于系统性红斑狼疮肾炎的预后预测

Yuewen Huang, Zhitao Ye, Guangnan Feng, Fudan Zheng, Xia Gao, Yutong Lu

机构 * Sun Yat-sen University Department of Nephrology, Guangzhou Women ； Children's Medical Center, Guangzhou Medical University, Guangzhou, China 纠错

专题命中 病理影像 ：pathology(abstract)；分类 cs.CV、cs.LG、eess.IV

AI总结 本研究提出了一种多模态计算病理学框架，利用临床数据和常规染色活检，通过临床注射变换器和领域适应MAE实现儿童系统性红斑狼疮肾炎预后预测的高准确率。