FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated
Knowledge Injection

FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection

17 August 2024

Xiaochen Wang

Lingjuan Lyu

Jinghui Chen

Fenglong Ma

Papers citing "FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection"

5 / 5 papers shown

Title
Vision Foundation Models in Medical Image Analysis: Advances and Challenges Pengchen Liang Bin Pu Haishan Huang Yiwei Li H. Wang Weibo Ma Qing Chang VLM MedIm 103 0 0 24 Feb 2025
Evaluating the Potential of Federated Learning for Maize Leaf Disease Prediction Thalita Mendonça Antico Larissa F. Rodrigues Moreira Rodrigo Moreira 103 24 0 10 Dec 2024
When Foundation Model Meets Federated Learning: Motivations, Challenges, and Future Directions Weiming Zhuang Chen Chen Lingjuan Lyu C. L. P. Chen Yaochu Jin Lingjuan Lyu AIFin AI4CE 99 85 0 27 Jun 2023
The Future of Digital Health with Federated Learning Nicola Rieke Jonny Hancox Wenqi Li Fausto Milletari H. Roth ... Ronald M. Summers Andrew Trask Daguang Xu Maximilian Baust M. Jorge Cardoso OOD 174 1,705 0 18 Mar 2020
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 210 807 0 13 Sep 2019