Study of Vertebral Artery Dissection by Ultrasound Superb Microvascular Imaging Based on Deep Neural Network Model.

To assess the diagnostic value of ultrasound Superb Microvascular Imaging (SMI) and versus Doppler ultrasound (TCD) for microvascular structure and aerodynamic changes in vertebral artery dissection (VAD). In this paper, we firstly simulate the process of clinician recognition of vertebral artery dissection and propose a combination of a priori shape information of vertebral artery dissection and deep folly convolutional networks (DFCNs) for IVUS. In this paper, 15 patients with vertebral artery dissection confirmed by SMI, digital subtraction angiography (DSA), or computed tomography angiography (CTA) from 2020 to 2021 were selected, and the true and false lumen diameters, peak systolic flow velocity (PSV), end-diastolic flow velocity (EDV) and PSV, EDV, and plasticity index (PI) of the intracranial vertebral artery were measured. Among the 15 patients with VAD, 4 (27%, 4/15) had trauma-induced secondary vertebral artery entrapment and 11 (73%, 11/15) had spontaneous entrapment without a clear cause. According to the structural characteristics of the vessels, there were 11 cases (73%, 11/15) of double-lumen, intramural hematoma, and vertebral artery dissection aneurysm, and 11 cases (73%, 11/15) of V1 segment. SMI not only provides an objective assessment of the vascular morphology and aerodynamic changes in VAD but also, in combination with TCD, can further determine the opening of the traffic branches in the posterior circulation, providing reliable information for the early diagnosis and treatment of microvascular dissection of the vertebral artery.

Evaluation of Adenoid Hypertrophy with Ultrasonography.

OBJECTIVES: To determine the reliability of ultrasound in the diagnosis of adenoid hypertrophy in children. METHODS: The subjects were divided into three groups: Group A: Pre-experiment group: 30 children who were hospitalized for adenoidal hypertrophy were selected, and preoperative ultrasound was used to measure adenoid thickness. Their re-confirmed Adenoid ultrasound measurement thickness was obtained during surgery under the guidance of metal instruments; Group B: Ultrasound screening group: 1898 children aged 3-12 y were selected, and their adenoids were examined by ultrasonography to observe the size, shape, echo and blood flow of adenoids and the thickness of adenoids; Group C: Surgical resection group: 133 hospitalized patients were selected, and their adenoid ultrasound measurement thickness (AUT), the adenoid-nasopharynx (A/N) ratio was calculated based on nasopharyngeal lateral radiographs and obstruction ratio was obtained in electronic nasopharyngoscopy [extent of adenoid-posterior nostril occlusion (EANC)] were compared. RESULTS: In Group A, there was no statistical difference in the measurements of the adenoids between the preoperative ultrasound and the ultrasound measurements under the guidance of intraoperative metal instruments (P > 0.05). In Group B, the adenoids of 1898 children aged 3-12 y were measured and were found thickest at 6 y, with an average of 5.035 ± 0.0609 mm. There was no statistical difference in adenoid thickness between boys and girls (P > 0.05). In Group C, there was a linear correlation between AUT and A/N ratio (r = 0.999, P = 0.01) and between AUT and EANC (r = 0.950, P = 0.000). CONCLUSIONS: In children between 3 and 12 y of age, AUT greater than 6 mm may be considered for surgical resection of adenoid hypertrophy.