What Role Does Machine Learning Play in Cancer Bioinformatics?
Machine learning algorithms are increasingly used in cancer bioinformatics to predict cancer progression, treatment responses, and patient outcomes. By training models on large datasets, machine learning can identify patterns and make predictions that are not evident through traditional analysis. Techniques such as support vector machines, random forests, and neural networks are commonly employed.
