DrugFormer: Graph‐Enhanced Language Model to Predict Drug Sensitivity

DrugFormer: Graph‐Enhanced Language Model to Predict Drug Sensitivity

Abstract Drug resistance poses a crucial challenge in healthcare, with response rates to chemotherapy and targeted therapy remaining low. Individual patient's resistance is exacerbated by the intricate heterogeneity of tumor cells, presenting significant obstacles to effective treatment. To add...

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Bibliographic Details
Main Authors: Xiaona Liu, Qing Wang, Minghao Zhou, Yanfei Wang, Xuefeng Wang, Xiaobo Zhou, Qianqian Song
Format: Article
Language:English
Published: Wiley 2024-10-01
Series:Advanced Science
Subjects:
drug resistance
knowledge graph
language model
single‐cell RNA sequencing
Online Access:https://doi.org/10.1002/advs.202405861
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