Prediction of microvascular invasion in hepatocellular carcinoma using contrast-enhanced ultrasound and deep learning

C Chuan Pang J Jinyu Ru Y Yue Liu W Wenzhen Ding S Suwan Chai J Jundong Yao S Shuhong Liu H Hui Feng (Engineering Research Center for Nanophotonics & Advanced Instrument (Ministry of Education), Shanghai Key Laboratory of Magnetic Resonance, Institute of Magnetic Resonance and Molecular Imaging in Medicine, School of Physics) J Jing Liu M Min Chen M Ming Kuang S Shuling Chen M Minghua Ying J Jinghan Yang C Chaonan Chen X Xiaoling Yu H Haoyan Zhang X Xiaopeng Gao J Jie Tian K Kun Wang (Beijing National Laboratory for Molecular Science, State Key Laboratory of Rare Earth Materials Chemistry and Applications, College of Chemistry and Molecular Engineering) J Jie Yu P Ping Liang

Article Details

Volume / Issue Vol. 1, Issue 1
Published July 10, 2026
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (22)

C

Chuan Pang

J

Jinyu Ru

Y

Yue Liu

W

Wenzhen Ding

S

Suwan Chai

J

Jundong Yao

S

Shuhong Liu

H

Hui Feng

Engineering Research Center for Nanophotonics & Advanced Instrument (Ministry of Education), Shanghai Key Laboratory of Magnetic Resonance, Institute of Magnetic Resonance and Molecular Imaging in Medicine, School of Physics

J

Jing Liu

M

Min Chen

M

Ming Kuang

S

Shuling Chen

M

Minghua Ying

J

Jinghan Yang

C

Chaonan Chen

X

Xiaoling Yu

H

Haoyan Zhang

X

Xiaopeng Gao

J

Jie Tian

K

Kun Wang

Beijing National Laboratory for Molecular Science, State Key Laboratory of Rare Earth Materials Chemistry and Applications, College of Chemistry and Molecular Engineering

J

Jie Yu

P

Ping Liang