What Are the Challenges in Network-Based Cancer Research?
Data Integration: Combining different types of biological data to construct comprehensive networks is a complex task. Scalability: As the size of the network increases, the computational resources required for analysis also grow exponentially. Interpretability: Making sense of the vast and intricate networks to derive meaningful biological insights remains a significant challenge.
