WSDC-ViT: a novel transformer network for pneumonia image classification based on windows scalable attention and dynamic rectified linear unit convolutional modules

Y Yu Gu H Haotian Bai (Beijing National Laboratory for Molecular Sciences, Key Laboratory of Organic Solids, Institute of Chemistry) M Meng Chen (State Key Laboratory of Coordination Chemistry, School of Chemistry and Chemical Engineering) L Lidong Yang B Baohua Zhang J Jing Wang (Hunan Cancer Hospital Changsha China) X Xiaoqi Lu J Jianjun Li (Zhejiang Key Laboratory of Green Manufacturing Technology for Chemical Drugs, College of Pharmaceutical Sciences) X Xin Liu D Dahua Yu Y Ying Zhao (Division of Biobased Chemicals) S Siyuan Tang Q Qun He

Article Details

Volume / Issue Vol. 15, Issue 1
Published July 30, 2025
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (13)

Y

Yu Gu

H

Haotian Bai

Beijing National Laboratory for Molecular Sciences, Key Laboratory of Organic Solids, Institute of Chemistry

M

Meng Chen

State Key Laboratory of Coordination Chemistry, School of Chemistry and Chemical Engineering

L

Lidong Yang

B

Baohua Zhang

J

Jing Wang

Hunan Cancer Hospital Changsha China

X

Xiaoqi Lu

J

Jianjun Li

Zhejiang Key Laboratory of Green Manufacturing Technology for Chemical Drugs, College of Pharmaceutical Sciences

X

Xin Liu

D

Dahua Yu

Y

Ying Zhao

Division of Biobased Chemicals

S

Siyuan Tang

Q

Qun He