Screening antimicrobial peptides and probiotics using multiple deep learning and directed evolution strategies

• Main Authors: Yu Zhang (Author), Li-Hua Liu (Author), Bo Xu (Author), Zhiqian Zhang (Author), Min Yang (Author), Yiyang He (Author), Jingjing Chen (Author), Yang Zhang (Author), Yucheng Hu (Author), Xipeng Chen (Author), Zitong Sun (Author), Qijun Ge (Author), Song Wu (Author), Wei Lei (Author), Kaizheng Li (Author), Hua Cui (Author), Gangzhu Yang (Author), Xuemei Zhao (Author), Man Wang (Author), Jiaqi Xia (Author), Zhen Cao (Author), Ao Jiang (Author), Yi-Rui Wu (Author)
• Format: Book
• Published: Elsevier, 2024-08-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Owing to their limited accuracy and narrow applicability, current antimicrobial peptide (AMP) prediction models face obstacles in industrial application. To address these limitations, we developed and improved an AMP prediction model using Comparing and Optimizing Multiple DEep Learning (COMDEL) alg...