Multimodal deep learning for allergenic proteins prediction

Multimodal deep learning for allergenic proteins prediction

Abstract Background Accurate prediction of allergens is essential for identifying the sources of allergic reactions and preventing future exposure to harmful triggers; however, the limited performance of current prediction tools hinders their practical applications. Results Here, we present Multimod...

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Bibliographic Details
Main Authors: Lezheng Yu, Yuxin Luo, Shiqi Wu, Siyi Chen, Li Xue, Runyu Jing, Jiesi Luo
Format: Article
Language:English
Published: BMC 2025-07-01
Series:BMC Biology
Subjects:
Allergen
Multimodal deep learning
Epitope
SHAP
UMAP
Online Access:https://doi.org/10.1186/s12915-025-02347-z
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