Addressing data heterogeneity in distributed medical imaging with heterosync learning

H Hang-Tong Hu M Ming-De Li (School of Physics and Optoelectronic Engineering & Guangdong Provincial Key Laboratory of Sensing Physics and System Integration Applications, Guangdong University of Technology 4 , Guangzhou 510006,) X Xin-Xin Lin M Meng-Yao Cai S Shuai Liu (College of Materials Science and Engineering) S Shao-Hong Wu W Wen-Juan Tong F Feng-Yu Ye J Jin-Bo Hu W Wei-Ping Ke L Li-Da Chen H Hong Yang (The First Affiliated Hospital of Air Force Military Medical University Xi’an China) G Guang-Jian Liu H Hai-Bo Wang M Ming-De Lu Q Qing-Hua Huang M Ming Kuang W Wei Wang

Article Details

Volume / Issue Vol. 16, Issue 1
Published October 24, 2025
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (18)

H

Hang-Tong Hu

M

Ming-De Li

School of Physics and Optoelectronic Engineering & Guangdong Provincial Key Laboratory of Sensing Physics and System Integration Applications, Guangdong University of Technology 4 , Guangzhou 510006,

X

Xin-Xin Lin

M

Meng-Yao Cai

S

Shuai Liu

College of Materials Science and Engineering

S

Shao-Hong Wu

W

Wen-Juan Tong

F

Feng-Yu Ye

J

Jin-Bo Hu

W

Wei-Ping Ke

L

Li-Da Chen

H

Hong Yang

The First Affiliated Hospital of Air Force Military Medical University Xi’an China

G

Guang-Jian Liu

H

Hai-Bo Wang

M

Ming-De Lu

Q

Qing-Hua Huang

M

Ming Kuang

W

Wei Wang