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MaskDNA-PGD: An innovative deep learning model for detecting DNA methylation by integrating mask sequences and adversarial PGD training as a data augmentation method

Zhiwei Zheng, Nguyen Quoc Khanh Le, Matthew Chin Heng Chua

2022Chemometrics and Intelligent Laboratory Systems19 citationsDOI

Topics & Concepts

Computer scienceArtificial intelligenceBenchmark (surveying)Deep learningConvolutional neural networkMachine learningDNA methylationSample (material)Artificial neural networkAdversarial systemBiologyGeneGeneticsChromatographyGene expressionChemistryGeographyGeodesyMachine Learning in BioinformaticsGenomics and Phylogenetic StudiesEpigenetics and DNA Methylation
MaskDNA-PGD: An innovative deep learning model for detecting DNA methylation by integrating mask sequences and adversarial PGD training as a data augmentation method | Litcius