MKAN-MMI: empowering traditional medicine-microbe interaction prediction with masked graph autoencoders and KANs

• Main Authors: Sheng Ye (Author), Jue Wang (Author), Mingmin Zhu (Author), Sisi Yuan (Author), Linlin Zhuo (Author), Tiancong Chen (Author), Jinjian Gao (Author)
• Format: Book
• Published: Frontiers Media S.A., 2024-10-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

The growing microbial resistance to traditional medicines necessitates in-depth analysis of medicine-microbe interactions (MMIs) to develop new therapeutic strategies. Widely used artificial intelligence models are limited by sparse observational data and prevalent noise, leading to over-reliance on...