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 ...

Survival prediction is crucial for guiding cancer treatment and evaluating therapeutic efficacy. However, tumor heterogeneity presents challenges of accurate prognosis. Multimodal learning, which ...