In cancer research, CNNs are applied in various ways to improve diagnosis, treatment planning, and prognostic assessments. They can analyze medical imaging data such as MRI scans, CT scans, and histopathology slides to detect cancerous tissues and classify different types of cancer. This aids radiologists and pathologists in identifying malignancies more accurately and quickly.