ML algorithms can analyze medical images, such as X-rays, MRIs, and CT scans, to detect cancerous cells with high accuracy. These algorithms are trained on large datasets of labeled images, allowing them to recognize subtle differences between healthy and cancerous tissues. This can lead to earlier and more accurate diagnoses.