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Predicting drug-drug interactions using multi-modal deep auto-encoders based network embedding and positive-unlabeled learning

Yang Zhang, Yang Qiu, Yuxin Cui, Shichao Liu, Wen Zhang

2020Methods81 citationsDOI

Topics & Concepts

Random forestComputer scienceClassifier (UML)Artificial intelligenceMachine learningAutoencoderDeep learningFeature learningBenchmark (surveying)Artificial neural networkSimilarity (geometry)DrugData miningPsychiatryImage (mathematics)GeodesyPsychologyGeographyComputational Drug Discovery MethodsBiomedical Text Mining and OntologiesMachine Learning in Bioinformatics
Predicting drug-drug interactions using multi-modal deep auto-encoders based network embedding and positive-unlabeled learning | Litcius