The invention is applicable to the technical field of medical treatment. Provided are a blood vessel wall plaque recognition device, system and method, and a storage medium. The method comprises: firstly, acquiring a magnetic resonance (MRI) image of a blood vessel wall; and recognizing plaques in the MRI image using a deep learning method. In this way, using a deep learning method to recognize blood vessel wall plaque can greatly reduce manpower, and improve the plaque recognition accuracy, thereby improving the recognition efficiency and ensuring the recognition accuracy. MRI is used for performing comprehensive and accurate image assessment on ischemic cerebral stroke related vascular bed plaques, and artificial intelligence is used for performing rapid and accurate diagnosis, which have very important significance in screening cerebral stroke high-risk groups and exploring pathogenesis to prevent the recurrence.
BLOOD VESSEL WALL PLAQUE RECOGNITION DEVICE, SYSTEM AND METHOD, AND STORAGE MEDIUM