Synergy Between Embedding and Protein Functional Association Networks for Drug Label Prediction Using Harmonic Function

Mohan Timilsina, Declan Patrick Mc Kernan,Haixuan Yang,Mathieu d'Aquin

IEEE/ACM Transactions on Computational Biology and Bioinformatics(2022)

引用 3|浏览21
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摘要
Semi-Supervised Learning (SSL)is an approach to machine learning that makes use of unlabeled data for training with a small amount of labeled data. In the context of molecular biology and pharmacology, one can take advantage of unlabeled data. For instance, to identify drugs and targets where a few genes are known to be associated with a specific target for drugs and considered as labeled data. La...
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关键词
Drugs,Proteins,Tumors,Databases,Genetics,Harmonic analysis,Diseases
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