How Does Feature Selection Impact Cancer Diagnosis?
Feature selection significantly impacts cancer diagnosis by identifying the most relevant biomarkers that can distinguish between different cancer types or between cancerous and non-cancerous tissues. For instance, in breast cancer, specific gene expressions can be selected as features to improve the accuracy of diagnostic models. This leads to earlier and more accurate detection, which is crucial for effective treatment.
