Author

Dantong Niu

China Agricultural UniversityORCID 0009-0006-7421-5858Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:differential expression· 2 Approach:machine learning (classical)· 2 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1 Assay:proteomics· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Liyang WangiD· 2 shared Xiaoya WangiD· 2 shared Huilian CheiD· 1 shared Jabir Khan· 1 shared Mengzhen HaoiD· 1 shared Qun SheniD· 1 shared Xinjie ZhaoiD· 1 shared Yong XueiD· 1 shared

Activity by Year

2021-2021 · peak 2/yr

Co-Author Collaboration Network

8 top collaborators · 19 mutual co-author links

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2 shared papersBioinformatics

Liyang WangORCID

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2 papers

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

𝕏 PostBluesky

BioinformaticsFoodsPeer-reviewedMar 6, 2021

A Novel Machine Learning Strategy for Prediction of Antihypertensive Peptides Derived from Food with High Efficiency

Liyang Wang, Dantong Niu, Xiaoya Wang…·Yong Xue

This study develops an XGBoost model to predict antihypertensive peptides from food, achieving high accuracy and efficiency compared to other models.

40 citations

proteomicsmachine learning (classical)

𝕏 PostBluesky