Multimodal deep learning model for AI-based functional prognostic risk stratification in patients undergoing radical nephrectomy

Y Yunhan Luo Y Yatian Wang X Xiangpeng Zou S Shiying Tang X Xin Luo Z Zhaohui Zhou L Longbin Xiong Y Yulu Peng C Chunsen Yang N Ning Wang H Haitian Song G Gaoyu Zou J Jinhao Shi X Xiangyu Zi M Ming Gao N Nan Jia P Ping Yang F Fengfeng Yang Z Zaosong Zheng P Peng Wu W Wen Dong P Pei Dong S Shengjie Guo H Hui Han S Shimiao Zhu J Jinchao Chen J Junhang Luo W Wei Zhai (City University of Hong Kong , , , ,) Y Yawen Xu J Jianhui Chen Y Yu Fan L Le Qu X Xiaonan Chen (School of Chemistry and Molecular Engineering) J Jiaxin Zhuang (School of Chemistry and Chemical Engineering, Frontiers Science Center for Transformative Molecules, Shanghai Key Lab of Electrical Insulation & Thermal Aging) H Hao Chen C Chunping Yu X Xuepei Zhang Q Qifeng Liu F Fangjian Zhou S Shudong Zhang W Wenhan Luo X Xin Yao Z Zhiling Zhang

Article Details

Volume / Issue Vol. 17, Issue 1
Published May 28, 2026
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (43)

Y

Yunhan Luo

Y

Yatian Wang

X

Xiangpeng Zou

S

Shiying Tang

X

Xin Luo

Z

Zhaohui Zhou

L

Longbin Xiong

Y

Yulu Peng

C

Chunsen Yang

N

Ning Wang

H

Haitian Song

G

Gaoyu Zou

J

Jinhao Shi

X

Xiangyu Zi

M

Ming Gao

N

Nan Jia

P

Ping Yang

F

Fengfeng Yang

Z

Zaosong Zheng

P

Peng Wu

W

Wen Dong

P

Pei Dong

S

Shengjie Guo

H

Hui Han

S

Shimiao Zhu

J

Jinchao Chen

J

Junhang Luo

W

Wei Zhai

City University of Hong Kong , , , ,

Y

Yawen Xu

J

Jianhui Chen

Y

Yu Fan

L

Le Qu

X

Xiaonan Chen

School of Chemistry and Molecular Engineering

J

Jiaxin Zhuang

School of Chemistry and Chemical Engineering, Frontiers Science Center for Transformative Molecules, Shanghai Key Lab of Electrical Insulation & Thermal Aging

H

Hao Chen

C

Chunping Yu

X

Xuepei Zhang

Q

Qifeng Liu

F

Fangjian Zhou

S

Shudong Zhang

W

Wenhan Luo

X

Xin Yao

Z

Zhiling Zhang