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

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

Traditional food allergen identification mainly relies on in vivo and in vitro experiments, which often needs a long period and high cost. The artificial intelligence (AI)-driven rapid food allergen identification method has solved the above mentioned some drawbacks and is becoming an efficient auxi...

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Bibliographic Details
Main Authors: Liyang Wang, Dantong Niu, Xinjie Zhao, Xiaoya Wang, Mengzhen Hao, Huilian Che
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Foods
Subjects:
food allergens
allergenicity prediction
deep learning
ensemble learning
comparative analysis
Online Access:https://www.mdpi.com/2304-8158/10/4/809

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