CSWin-MDKDNet: cross-shaped window network with multi-dimensional fusion and knowledge distillation for medical image segmentation

G Guanqing Cui H Hongbin Lin L Lijun Sun H Hua Peng (Pediatric Department, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China) H Haiyue Bao S ShiHao Cai Q Quan Lan J Jiangzhou Lin C Chenhui Yang (State Key Laboratory of Catalysis, Dalian National Laboratory for Clean Energy, iChEM (Collaborative Innovation Center of Chemistry for Energy Materials) Dalian Institute of Chemical Physics)

Article Details

Volume / Issue Vol. 16, Issue 1
Published March 02, 2026
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (9)

G

Guanqing Cui

H

Hongbin Lin

L

Lijun Sun

H

Hua Peng

Pediatric Department, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China

H

Haiyue Bao

S

ShiHao Cai

Q

Quan Lan

J

Jiangzhou Lin

C

Chenhui Yang

State Key Laboratory of Catalysis, Dalian National Laboratory for Clean Energy, iChEM (Collaborative Innovation Center of Chemistry for Energy Materials) Dalian Institute of Chemical Physics