What Are the Applications of Machine Learning in Personalized Cancer Treatment?
Machine learning algorithms enable personalized cancer treatment by analyzing genetic and molecular data to identify specific mutations and biomarkers associated with a patient's cancer. This approach, known as precision medicine, allows for the development of targeted therapies that are tailored to the individual's unique genetic profile. For instance, deep learning algorithms can be used to predict which patients are likely to respond to specific drugs, thereby optimizing treatment efficacy and minimizing side effects.
