ObjectiveThe aim of this study was to investigate the diagnostic value of peripheral blood neutrophil‐to‐lymphocyte ratio (NLR) combined with the thyroid imaging reporting and data system (TIRADS) for benign and malignant thyroid nodules.MethodsA total of 585 adults were enrolled in the study. The receiver operating characteristic curves were used to determine the optimal cut‐off values for NLR and Kwak TIRADS (K‐TIRADS) grades, which were 1.87 and 4a, respectively. Thyroid nodules were scored as follows: NLR–K‐TIRADS score is 2 (both elevated K‐TIRADS grade and NLR), NLR–K‐TIRADS score is 1 (one of these was elevated) and NLR–k‐TIRADS score is 0 (neither were elevated).ResultsThe proportions of malignant nodules with NLR‐K‐TIRADS scores of 2, 1 and 0 were 98.59%, 69.62% and 10.19%, and the difference was statistically significant (p < 0.001). In terms of the sensitivity of diagnosis of malignant nodules, NLR‐K‐TIRADS 1 tends to increase relative to K‐TIRADS grades ≥ 4a; in terms of specificity and positive predictive value for the diagnosis of malignant nodules, NLR–K‐TIRADS 2 was significantly higher than K‐TIRADS grades ≥ 4a (all p < 0.05).ConclusionsNLR combined with K‐TIRADS grades may be a novel method for screening benign and malignant thyroid nodules.