“…Therefore, we incorporated the imaging features of plaque on HR-MR-VWI into a combination model with clinical and conventional imaging factors to enhance the predictive value of stroke recurrence. Other studies have also confirmed the contribution of clinical and conventional imaging factors, including age, diabetes, and AAE infarction, to stroke recurrence, as these factors can exacerbate plaque instability ( Tyrrell and Goldstein, 2021 , Ambreen et al, 2022 , Wu et al, 2023 ). The combination of clinical, imaging features, and plaque characteristics has a synergistic effect on predicting the risk of stroke recurrence.…”