In this review, we describe the classical and state-of-the-art deep learning-based drug synergy prediction models, with a particular focus on multi-task learning models, and discuss the limitations ...

In this study, we propose an AW-LSTM approach based on a multi-task learning model. Figure 1 provides an overview of the framework. The principal architectural component of this model is the LSTM unit ...