Diagnosis of CVD in cancer patients involves a combination of patient history, physical examination, and diagnostic tests. Duplex ultrasound is often the primary imaging modality used to assess vein function and detect abnormalities. Additional tests may include venography, magnetic resonance imaging (MRI), or computed tomography (CT) scans.