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Research on Cancer Prediction Based on Feature Optimization and Multimodal Fusion

Jiawei Xu Wenhua Zhang Xiangyi Zan Zhixuan Yu Minjie Ma Xiong Cao Menghao Guo Chenxi Shi Pengfei Cao Lin Cheng Guodong Bao Hansen Chen Yifan Zhao Mengqiang Yu Jiqiang Shang Yanxuan Luo Hongbo Ge Weiqi Hu

科学医疗（英文）2025，Vol.4Issue(6)：392-409,18.

科学医疗（英文）2025，Vol.4Issue(6)：392-409,18.DOI:10.1002/hcs2.70040

Research on Cancer Prediction Based on Feature Optimization and Multimodal Fusion

Jiawei Xu ¹Wenhua Zhang ²Xiangyi Zan ²Zhixuan Yu ³Minjie Ma ⁴Xiong Cao ⁴Menghao Guo ¹Chenxi Shi ¹Pengfei Cao ⁵Lin Cheng ¹Guodong Bao ⁶Hansen Chen ¹Yifan Zhao ¹Mengqiang Yu ¹Jiqiang Shang ¹Yanxuan Luo ¹Hongbo Ge ¹Weiqi Hu¹

作者信息

1. School of Information Science and Engineering,Lanzhou University,Lanzhou,China
2. Geriatric Department,The Second Hospital of Lanzhou University,Lanzhou,China
3. Information Center,The First Hospital of Lanzhou University,Lanzhou,China
4. Department of Thoracic Surgery,The First Hospital of Lanzhou University,Lanzhou,China
5. Electronic Information Science and Technology,Lanzhou University,Lanzhou,China
6. The People's Government of Jiayuguan Municipality,Jiayuguan,China
折叠

摘要

关键词

fiber optic signal/low-rank multimodal fusion/lung cancer/prediction/sound signal

Key words

fiber optic signal/low-rank multimodal fusion/lung cancer/prediction/sound signal

引用本文复制引用

Jiawei Xu,Wenhua Zhang,Xiangyi Zan,Zhixuan Yu,Minjie Ma,Xiong Cao,Menghao Guo,Chenxi Shi,Pengfei Cao,Lin Cheng,Guodong Bao,Hansen Chen,Yifan Zhao,Mengqiang Yu,Jiqiang Shang,Yanxuan Luo,Hongbo Ge,Weiqi Hu..Research on Cancer Prediction Based on Feature Optimization and Multimodal Fusion[J].科学医疗（英文）,2025,4(6):392-409,18.

基金项目

This study was supported in part by the Natural Science Foundation of Gansu Province(No.20JR10RA614,22YF7GA182,22JR11RA042,22JR5RA1006),the National Natural Science Foundation o Gansu Province(No.24CXGA024),the Industrial Support Plan for Higher Education Institutions in Gansu Province(No.CYZC-2024-10),the Open Fund of Key Laboratory of Time and Frequency Primary Standards,CAS,the Gansu Provincial University Industry Support Plan Project(2022CYZC-072022),the Lanzhou Chengguan District Science and Technology Plan Project(2021RCCX0031),Lanzhou Science and Technology Program(No.2024-4-38). （No.20JR10RA614,22YF7GA182,22JR11RA042,22JR5RA1006）

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