The present technology relates to methods for determining whether a patient having thyroid nodules with indeterminate cytology will benefit from diagnostic surgery, e.g., lobectomy. These methods are based on screening a patient's thyroid nodules and detecting alterations in target nucleic acid sequences corresponding to a specific set of thyroid cancer-related genes. Kits for use in practicing the methods are also provided.