Can Machine Learning Improve Personalized Medicine in Cancer Treatment?
Yes, ML can significantly enhance personalized medicine. By analyzing genomic data, ML algorithms can identify the mutations responsible for a particular cancer. This information can then be used to tailor treatments to the genetic profile of the individual, potentially improving efficacy and reducing side effects. Techniques like cluster analysis are employed to categorize patients based on their molecular profiles.
