PDATC-NCPMKL: Predicting drug's Anatomical Therapeutic Chemical (ATC) codes based on network consistency projection and multiple kernel learning
L Chen, J Xu, Y Zhou - Computers in Biology and Medicine, 2024 - Elsevier
The development and discovery of new drugs is time-consuming and needs lots of human
and material resources. Therefore, discovery of novel effects of existing drugs is an …
and material resources. Therefore, discovery of novel effects of existing drugs is an …
Predicting of microbe-drug associations via a pre-completion-based label propagation algorithm
H Zhao, G Duan, B Yang, S Li… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Identifying microbe-drug associations is important to systematically understand a drug's
mechanism of action in the therapeutic application. Since identifying microbe-drug …
mechanism of action in the therapeutic application. Since identifying microbe-drug …
MEMDA: A Multi-similarity Integration Pre-completion Algorithm with Error Correction for Predicting Microbe-Drug Associations
Y Li, H Zhao, J Wang - International Symposium on Bioinformatics …, 2024 - Springer
Exploring the relationship between microbes and drugs can enhance our understanding of
the mechanisms underlying their interactions. Traditional wet lab experimental methods are …
the mechanisms underlying their interactions. Traditional wet lab experimental methods are …