FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation

8 March 2024

Papers citing "FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation"

6 / 6 papers shown

Title
Brain Imaging Foundation Models, Are We There Yet? A Systematic Review of Foundation Models for Brain Imaging and Biomedical Research Salah Ghamizi G. Kanli Yu Deng Magali Perquin O. Keunen MedIm AI4CE 32 0 0 16 Jun 2025
Federated Foundation Model for GI Endoscopy Images Alina Devkota Annahita Amireskandari Joel Palko Shyam Thakkar Donald Adjeroh Xiajun Jiang Binod Bhattarai P. Gyawali MedIm 47 0 0 30 May 2025
Federated Client-tailored Adapter for Medical Image Segmentation Guyue Hu Siyuan Song Yukun Kang Z. Yin Gangming Zhao Chenglong Li Jin Tang FedML MedIm 479 0 0 25 Apr 2025
FedSCA: Federated Tuning with Similarity-guided Collaborative Aggregation for Heterogeneous Medical Image Segmentation Yumin Zhang Yan Gao Haoran Duan Hanqing Guo Tejal Shah R. Ranjan Bo Wei FedML 116 0 0 19 Mar 2025
Ten Challenging Problems in Federated Foundation Models Tao Fan Hanlin Gu Xuemei Cao Chee Seng Chan Qian Chen ... Yu Zhang Xiaojin Zhang Zhenzhe Zheng Lixin Fan Qiang Yang FedML 178 8 0 14 Feb 2025
A Survey on Trustworthiness in Foundation Models for Medical Image Analysis Congzhen Shi Ryan Rezai Jiaxi Yang Qi Dou Xiaoxiao Li MedIm 76 6 0 03 Jul 2024