Author

Huilian Che

Beijing Advanced Innovation Center for Food Nutrition and Human HealthORCID 0000-0002-1632-5729Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Genetics· 1

Signature Assays, Organisms & Methods

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Organism:C. elegans· 1 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 Approach:statistical model· 1

Frequent Co-Authors

Dantong NiuiD· 1 shared Jie WangiD· 1 shared Lei ZhangiD· 1 shared Lin ZhangiD· 1 shared Liyang WangiD· 1 shared Mengzhen HaoiD· 1 shared Sihan Wei· 1 shared Wenli WangiD· 1 shared

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2019-2021 · peak 1/yr

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10 top collaborators · 20 mutual co-author links

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1 shared paperBioinformatics

Dantong NiuORCID

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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

GeneticsbioRxivPreprintApr 22, 2019

Effects of sugars and lipids on the growth and development of Caenorhabditis elegans

Xiong Wang, Lin Zhang, Lei Zhang…·Yali Zhang

This study examines the effects of sugars and lipids on C. elegans growth, finding that excessive intake reduces lifespan, reproductive capacity, and body length while altering gene expression.

1 citation

C. elegansstatistical model