Predicting circRNA-drug sensitivity associations via graph attention auto-encoder

Predicting circRNA-drug sensitivity associations via graph attention auto-encoder

Abstract Background Circular RNAs (circRNAs) play essential roles in cancer development and therapy resistance. Many studies have shown that circRNA is closely related to human health. The expression of circRNAs also affects the sensitivity of cells to drugs, thereby significantly affecting the effi...

Cur síos iomlán

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí: Lei Deng, Zixuan Liu, Yurong Qian, Jingpu Zhang
Formáid: Alt
Teanga:English
Foilsithe / Cruthaithe: BMC 2022-05-01
Sraith:BMC Bioinformatics
Ábhair:
circRNA-drug associations
Graph attention auto-encoder
Neural network
Similarity network
Rochtain ar líne:https://doi.org/10.1186/s12859-022-04694-y

Ar líne

https://doi.org/10.1186/s12859-022-04694-y

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