TensorFlow can be employed to develop sophisticated models for cancer detection and diagnosis. By training neural networks on vast datasets of medical images, TensorFlow can help identify patterns and anomalies that may indicate the presence of cancer. This can be particularly useful in detecting early-stage cancer, where early intervention can significantly improve patient outcomes.