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Ying Song
Researcher at Sun Yat-sen University
Publications - 10
Citations - 641
Ying Song is an academic researcher from Sun Yat-sen University. The author has contributed to research in topics: Feature learning & Message passing. The author has an hindex of 3, co-authored 10 publications receiving 243 citations.
Papers
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Journal ArticleDOI
Deep learning Enables Accurate Diagnosis of Novel Coronavirus (COVID-19) with CT images.
Ying Song,Shuangjia Zheng,Liang Li,Xiang Zhang,Xiaodong Zhang,Ziwang Huang,Jianwen Chen,Ruixuan Wang,Huiying Zhao,Yunfei Zha,Jun Shen,Yutian Chong,Yuedong Yang +12 more
TL;DR: Wang et al. as mentioned in this paper developed a deep learning-based CT diagnosis system to identify patients with COVID-19, which achieved an AUC of 0.99, recall (sensitivity) of 0.,93, and precision of 0,96.
Proceedings ArticleDOI
Communicative Representation Learning on Attributed Molecular Graphs
TL;DR: A Communicative Message Passing Neural Network (CMPNN) is proposed to improve the molecular embedding by strengthening the message interactions between nodes and edges through a communicative kernel.
Journal ArticleDOI
PharmKG: a dedicated knowledge graph benchmark for bomedical data mining
Shuangjia Zheng,Jiahua Rao,Ying Song,Jixian Zhang,Xianglu Xiao,Evandro Fei Fang,Yuedong Yang,Zhangming Niu +7 more
TL;DR: In this paper, the authors proposed PharmKG, a multi-relational, attributed biomedical KG, composed of more than 500,000 individual interconnections between genes, drugs and diseases, with 29 relation types over a vocabulary of ~8000 disambiguated entities.
Proceedings ArticleDOI
Learning Attributed Graph Representation with Communicative Message Passing Transformer.
Journal ArticleDOI
Deep learning enables discovery of highly potent anti-osteoporosis natural products.
Zhihong Liu,Dane Huang,Shuangjia Zheng,Ying Song,Bingdong Liu,Jingyuan Sun,Zhangming Niu,Qiong Gu,Jun Xu,Jun Xu,Liwei Xie +10 more
TL;DR: It is demonstrated that P-SAMPNN method can guide phenotype-based drug discovery and significantly suppress the mRNA expression of RANK and downregulate the expressions of osteoclasts-related genes Ctsk, Nfatc1, and Tracp.