Development and validation of an ultrasound-based nomogram to improve the diagnostic accuracy for malignant thyroid nodules.

• Ultrasound examination is helpful in the differential diagnosis of malignant and benign thyroid nodules. • However, ultrasound accuracy relies heavily on examiner experience. • A less subjective diagnostic model is desired, and the developed nomogram for thyroid nodules showed good discrimination and good calibration.