Prediction of microbe-drug associations using a CNN-Bernoulli random forest model

Prediction of microbe-drug associations using a CNN-Bernoulli random forest model

Background Antibiotics play a critical role in treating microbial infections. However, their widespread use has contributed to the growing problem of microbial resistance. Addressing this challenge requires the identification of new microbe-drug associations to support the development of novel thera...

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Bibliographic Details
Main Authors: Zihao Song, Qingnuo Li, Jincheng Zhao, Qinggang Bu, Zekang Bian, Jia Qu
Format: Article
Language:English
Published: PeerJ Inc. 2025-08-01
Series:PeerJ
Subjects:
Microbe
Drug
Bernoulli random forest
Convolutional neural network
Association prediction
Online Access:https://peerj.com/articles/19637.pdf
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