Author

Mengzhen Hao

China Agricultural UniversityORCID 0000-0002-5363-191XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1 Research Focus:variant effect prediction· 1

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Dantong NiuiD· 1 shared Huilian CheiD· 1 shared Liyang WangiD· 1 shared Xiaoya WangiD· 1 shared Xinjie ZhaoiD· 1 shared

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2021-2021 · peak 1/yr

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1 shared paperBioinformatics

Dantong NiuORCID

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1 paper

Recent·Most cited

BioinformaticsFoodsPeer-reviewedApr 9, 2021

A Comparative Analysis of Novel Deep Learning and Ensemble Learning Models to Predict the Allergenicity of Food Proteins

Liyang Wang, Dantong Niu, Xinjie Zhao…·Huilian Che

This paper compares deep learning and ensemble learning models for predicting food protein allergenicity, finding that the transformer model achieved the highest AUC of 0.9578.

42 citations

protein sequencedeep learning

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