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CLC-DB [Database]
包含多种手性类型的手性配体/催化剂开源数据库
Ref: G Yu, K Yu, X Wang, X Huo*, Y Yang*. CLC-DB: an online open-source database of chiral ligands and catalysts. ChemRxiv. 2024; doi:10.26434/chemrxiv-2024-h2rdl.
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ReaMVP [Code]
用于预测化学反应产率的大规模多视图预训练模型
Ref: R Shi, G Yu, X Huo, Y Yang*. Prediction of chemical reaction yields with large-scale multi-view pre-training. Journal of Cheminformatics 16, 22 (2024).
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RBPsuite [Server]
RNA与蛋白绑定预测工具
Ref1: Xiaoyong Pan, Yi Fang, XianFeng Li, Yang Yang, and Hong-Bin Shen. RBPsuite: RNA-protein binding sites prediction suite based on deep learning. BMC Genomics, 2020, 21:884.
Ref2: K Zhang, X Pan, Y Yang*, HB Shen, CRIP: predicting circRNA-RBP interaction sites using a codon-based encoding and hybrid deep neural networks. RNA (2019) 25:1604–1615. -
lncLocator [Server]
长非编码RNA亚细胞定位预测模型
Ref: Z Cao, X Pan, Y Yang, Y Huang, and HB Shen. The lncLocator: a subcellular localization predictor for long non-coding RNAs based on a stacked ensemble classifier, Bioinformatics, 2018.
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AnnoFly [Server][Code]
基于注意力增强RNN模型的果蝇胚胎图像注释
Ref: Y Yang, M Zhou, Q Fang, Hong-Bin Shen. (2019). Annofly: Annotating drosophila embryonic images based on an attention-enhanced RNN model. Bioinformatics, 35(16), no. 15, 2019, pp 2834–2842.
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MiRGOFS [Server]
一种基于基因本体 (GO) 的微小RNA功能相似性度量方法
Ref: Y Yang*, X Fu, W Qu, Y Xiao, HB Shen*, MiRGOFS: A GO-based functional similarity measure for miRNAs, with applications to the prediction of miRNA subcellular localization and miRNA-disease association, Bioinformatics, 34(20), 2018.
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Hum-mPLoc 3.0 [Server]
人类蛋白质亚细胞定位预测模型
Ref: H Zhou, Y Yang, HB Shen, "Hum-mPLoc 3.0: Prediction enhancement of human protein subcellular localization through modeling the hidden correlations of gene ontology and functional domain features", Bioinformatics, 2017, 33: 843-853.