PET scans are valuable in cancer diagnosis because they can reveal the presence of malignant cells. Unlike other imaging tests such as X-rays or CT scans, PET scans can detect changes at the cellular level. This allows for early detection of cancer and can help in identifying whether a tumor is benign or malignant.