Personalized and privacy-preserving federated heterogeneous medical
image analysis with PPPML-HMI

Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMI

20 February 2023

Xin Gao

Papers citing "Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMI"

10 / 10 papers shown

Title
Federated Client-tailored Adapter for Medical Image Segmentation Guyue Hu Siyuan Song Yukun Kang Z. Yin Gangming Zhao Chenglong Li Jin Tang FedML MedIm 180 0 0 25 Apr 2025
Training Machine Learning models at the Edge: A Survey Aymen Rayane Khouas Mohamed Reda Bouadjenek Hakim Hacid Sunil Aryal 29 10 0 05 Mar 2024
Path to Medical AGI: Unify Domain-specific Medical LLMs with the Lowest Cost Juexiao Zhou Xiuying Chen Xin Gao LM&MA AI4CE 87 12 0 19 Jun 2023
SkinGPT-4: An Interactive Dermatology Diagnostic System with Visual Large Language Model Juexiao Zhou Xiao-Zhen He Liyuan Sun Jiannan Xu Xiuying Chen Yuetan Chu Longxi Zhou Xingyu Liao Bin Zhang Xin Gao LM&MA 28 24 0 21 Apr 2023
Federated Learning over Wireless Device-to-Device Networks: Algorithms and Convergence Analysis Hong Xing Osvaldo Simeone Suzhi Bi 42 92 0 29 Jan 2021
Federated Learning: Opportunities and Challenges P. Mammen FedML 46 211 0 14 Jan 2021
Adaptive Personalized Federated Learning Yuyang Deng Mohammad Mahdi Kamani M. Mahdavi FedML 212 542 0 30 Mar 2020
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 1,707 0 18 Mar 2020
Lung Infection Quantification of COVID-19 in CT Images with Deep Learning F. Shan Yaozong Gao Jun Wang Weiya Shi N. Shi Miaofei Han Zhong Xue D. Shen Yuxin Shi 105 574 0 10 Mar 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 329 11,684 0 09 Mar 2017