TransferBAN-Syn: a transfer learning-based algorithm for predicting synergistic drug combinations against echinococcosis

TransferBAN-Syn: a transfer learning-based algorithm for predicting synergistic drug combinations against echinococcosis

Echinococcosis is a zoonotic parasitic disease caused by the larvae of echinococcus tapeworms infesting the human body. Drug combination therapy is highly valued for the treatment of echinococcosis because of its potential to overcome resistance and enhance the response to existing drugs. Traditiona...

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Bibliographic Details
Main Authors: Haitao Li, Yuanyuan Chu, Liyuan Jiang, Lei Li, GuoDong Lv, Yuansheng Liu, Chunhou Zheng, Yansen Su
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Genetics
Subjects:
echinococcosis
drug combination
transfer learning
synergistic drug combinations
parasitic diseases
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2024.1465368/full
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