Inspired by advances in imaging, the study integrates ultrasound features, TIRADS scoring, and elastography with machine learning to improve thyroid cancer diagnostics. For example, the method achieves high accuracy in separating benign from malignant nodules. Consider exploring this breakthrough technique to refine clinical evaluations and drive actionable improvements.