Topology-decoupled end-to-end framework for brain tumor MRI detection: boundary-preserving feature flow and inter-channel correlation distillation

Y Yanxia Wang (Research Center for Carbon-Neutral Environmental & Energy Technology, Institute of Fundamental and Frontier Sciences) X Xinghua Ren X Xiaohui Li (College of Materials Science and Engineering and College of Mechanical Engineering)

Article Details

Volume / Issue Vol. 1, Issue 1
Published June 27, 2026
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (3)

Y

Yanxia Wang

Research Center for Carbon-Neutral Environmental & Energy Technology, Institute of Fundamental and Frontier Sciences

X

Xinghua Ren

X

Xiaohui Li

College of Materials Science and Engineering and College of Mechanical Engineering