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CLTDA:Identifying Associations Between tsRNAs and Diseases Based on Contrastive Learning

Wei Lan Wenyi Chen Chunling Li Qingfeng Chen Wei Peng Yi-Ping Phoebe Chen Xiaoshu Zhu

Big Data Mining and Analytics2025，Vol.8Issue(6)：P.1324-1334,11.

Big Data Mining and Analytics2025，Vol.8Issue(6)：P.1324-1334,11.DOI:10.26599/BDMA.2025.9020027

CLTDA:Identifying Associations Between tsRNAs and Diseases Based on Contrastive Learning

Wei Lan ¹Wenyi Chen ²Chunling Li ²Qingfeng Chen ²Wei Peng ³Yi-Ping Phoebe Chen ⁴Xiaoshu Zhu⁵

作者信息

1. Guangxi Key Laboratory of Multimedia Communications and Network Technology,School of Computer and Electronic Information,Guangxi University,Nanning 530004,China
2. School of Computer and Electronic Information,Guangxi University,Nanning 530004,China
3. Faculty of Information Engineering and Automation,Kunming University of Science and Technology,Kunming 650500,China
4. Department of Computer Science and Information Technology,La Trobe University,Melbourne 3083,Australia
5. Computer Science and Information Security,Guilin University of Electronic Technology,Guilin 541004,China
折叠

摘要

关键词

tsRNA/disease/Graph Convolutional Networks(GCNs)/contrastive learning/negative sampling

分类

医药卫生

引用本文复制引用

Wei Lan,Wenyi Chen,Chunling Li,Qingfeng Chen,Wei Peng,Yi-Ping Phoebe Chen,Xiaoshu Zhu..CLTDA:Identifying Associations Between tsRNAs and Diseases Based on Contrastive Learning[J].Big Data Mining and Analytics,2025,8(6):P.1324-1334,11.

基金项目

supported by the National Natural Science Foundation of China(Nos.U24A20256,62472108,and 62472202) （Nos.U24A20256,62472108,and 62472202）

the Natural Science Foundation of Guangxi(No.2024GXNSFFA010006) （No.2024GXNSFFA010006）

the Hunan Intelligent Rehabilitation Robot and Auxiliary Equipment Engineering Technology Research Center(No.2025AQ104) （No.2025AQ104）

the Guangxi Bagui Youth Talent Program,the Project of Guangxi Key Laboratory of Eye Health(No.GXYJK-202407) （No.GXYJK-202407）

the Project of Guangxi Health Commission Eye and Related Diseases Artificial Intelligence Screen Technology Key Laboratory(No.GXYAI-202402). （No.GXYAI-202402）

Big Data Mining and Analytics

OACSCD

ISSN：2096-0654

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