What are the Challenges of Using Deep Learning in Cancer Research?
Despite its potential, there are several challenges in applying deep learning to cancer research. These include the need for large, high-quality datasets and the complexity of biological data, which can be noisy and heterogeneous. Additionally, deep learning models are often seen as "black boxes" because they do not provide easily interpretable results, making it difficult for clinicians to understand how decisions are made.
