Author

Xinjie Zhao

China Agricultural UniversityORCID 0000-0002-2575-4699Unclaimed 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 Mengzhen HaoiD· 1 shared Xiaoya WangiD· 1 shared

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2021-2021 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Dantong NiuORCID

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1 paper

Recent·Most cited

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

Liyang Wang, Dantong Niu, Xinjie Zhao, Xiaoya Wang, Mengzhen Hao, 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.

Foods · Apr 9, 2021Peer-reviewedBioinformatics