Hailong Zheng, Linfu Xu, Hailong Xie, Jiajing Xie, Yapeng Ma, Yongfei Hu, Le Wu, Jia Chen, Meiyi Wang, Ying Yi, Yan Huang, Dong Wang
RNA plays an extensive role in a multi-dimensional regulatory system, and its biomedical relationships are scattered across numerous biological studies. However, text mining works dedicated to the extraction of RNA biomedical relations remain limited. In this study, we established a comprehensive and reliable corpus of RNA biomedical relations, recruiting over 30,000 sentences manually curated from more than 15,000 biomedical literature. We also updated RIscoper 2.0, a BERT-based deep learning tool to extract RNA biomedical relation sentences from literature...
December 2024: Computational and Structural Biotechnology Journal