AllerStat: Finding Statistically Significant Allergen-Specific Patterns in Protein Sequences by Machine Learning
Kento Goto, Norimasa Tamehiro, Takumi Yoshida, Hiroyuki Hanada, Takuto Sakuma, Reiko Adachi, Kazunari Kondo, Ichiro Takeuchi
The paper introduces a machine learning method to identify statistically significant allergen-specific amino-acid sequences in proteins, achieving higher allergenicity prediction accuracy than existing approaches.
bioRxiv · Aug 17, 2021 · PreprintBioinformatics