The present disclosure provides methods for processing or analyzing a sample of tissue of a subject, to generate a classification of the sample of tissue as positive or negative for thyroid cancer. The present disclosure also provides algorithms and methods of classifying cancer, for example, thyroid cancer, methods of determining molecular profiles, and methods of analyzing results.