Features fusion or not: harnessing multiple pathological foundation models using Meta-Encoder for downstream tasks fine-tuning
Ruitian Gao, Zhaochang Yang, Xin Yuan, Yifan Wang, Yujia Xia, Yufei Zhang, Bingyan Zheng, Yuqiao Gong, Yiping Yue, Yansong Tu, Zhangsheng Yu
The paper introduces Meta-Encoder, a framework that combines multiple pathological foundation models to improve downstream task performance in computational pathology.
Nature Communications · Apr 15, 2026Peer-reviewedBioinformatics