Multiple Heterogeneous Networks Representation with Latent Space for Synthetic Lethality Prediction

Multiple Heterogeneous Networks Representation with Latent Space for Synthetic Lethality Prediction 150 150 Transactions on NanoBioscience (TNB)

Abstract:

Computational synthetic lethality (SL) method has become a promising strategy to identify SL gene pairs for targeted cancer therapy and cancer medicine development. Feature representation for integrating various biological networks is crutial to improve the identification performance. However, previous feature representation, such as matrix factorization and graph neural network, projects …

View on IEEE Xplore