Boyu Zhang

Mr. Boyu Zhang

orcid

Research Focus & Metrics

Academic Career Length

5Years (2022-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

View All Publications
1 January 2023 in Radiology
Verified
Journal Article
Closed access
ZSZhang Shi
Zhang Shi
XZXueying Zhao
Xueying Zhao
SZShuo Zhu
Shuo Zhu
XMXiyin Miao
Xiyin Miao
YZYunfei Zhang
Yunfei Zhang
He WangHe Wang
He Wang
A 5-T MRI system provided similar image quality compared with 7 T but higher image quality than 3-T images when evaluating intracranial vessels and associated small branches. Background Three-dimensional (3D) time-of-flight (TOF) MR angiography (MRA) at 7 T has been reported to have high image quality for visualizing small perforating vessels. However, B1 inhomogeneity ...

1 July 2022 in Hypertension
Verified
Journal Article
Open access
PDF file
BZBoyu Zhang
Boyu Zhang
YHYajing Huo
Yajing Huo
ZYZidong Yang
Zidong Yang
HLHuihui Lv
Huihui Lv
YWYilin Wang
Yilin Wang
He WangHe Wang
He Wang
Background: Previous studies suggested blood pressure variability (BPV) might help reveal interactions between blood pressure fluctuation and white matter lesions, and the impact of elevated BPV on white matter hyperintensity (WMH) or cerebral arterial dilation is unclear. Methods: This retrospective observational study involved 2634 stroke-free individuals (68.6±11.1 years, 50.3% female), who underwent magnetic resonance imaging and magnetic resonance angiography scans, from a single center in Shanghai, China. Measurements for variability of blood pressure were made based on 7 days blood pressure recordings. WMHs were quantified from T2-FLAIR images and further classified as periventricular WMH or deep WMH. M1 segment of middle cerebral artery dilation was assessed from magnetic resonance angiography images. General linear model was used to examine the associations. Results: Both increased systolic and diastolic BPV were associated with increased WMH volume (systolic: β =0.02 [95% CI, 0.004–0.03], P =0.01; diastolic: β =0.05 [95% CI, 0.03–0.08], P <0.001). Only periventricular WMH was associated with BPV (systolic: β =0.02 [95% CI, 0.005–0.04], P =0.01; diastolic: β =0.06 [95% CI, 0.04–0.09], P <0.001). MCA dilation was found in 125 individuals (4.75%). Systolic BPV was associated with MCA dilation only in the hypertensive individuals ( β =0.11 [95% CI, 0.06–0.17], P <0.001). Increased WMH volume was found associated with dilated MCA ( β =0.17 [95% CI, 0.11–0.23], P <0.001). Conclusions: Increased BPV might be one of the pathophysiological phenomena involving in the small vessel disease independent of hypertension. Increased BPV might independently contribute to intracranial arterial dilation. Management of BPV might be a target to preserve cerebrovascular wellness.


1 July 2022 in Journal of Cerebral Blood Flow & Metabolism
Verified
Journal Article
Closed access
BZBoyu Zhang
Boyu Zhang
ZYZidong Yang
Zidong Yang
JLJing Li
Jing Li
BWBei Wang
Bei Wang
HSHuazheng Shi
Huazheng Shi
MWMing-Liang Wang
Ming-Liang Wang
To expand previous understanding of age-related vascular changes, we examined the association between aging and characteristics of cerebral arteries among 1133 participants aged 35 to 75 years recruited from Shanghai, China. Characteristics of the cerebral vessels including arterial branch density, mean radius, and mean tortuosity were quantified using MR angiography. The radius, tortuosity, and length of the basilar artery (BA) and the M1 segment of middle cerebral artery (MCA) were also accessed. Linear regression model was used to examine the association between age and vasculature features. The sample was divided into four subgroups by age and the association was analyzed in each subgroup. Age was found to be a significant predictor for cerebrovascular modifications after adjusting for vascular risk factors. Further analysis in subgroup revealed that the associations were due to the predominate effect of the vascular modifications happened during the younger years (35–54 years). The radius of either BA or MCA was associated with aging only in subjects aged 45–54 years. In conclusion, rapid alterations in all three morphological features assessed have been noticed to be associated with aging in the 45–54 subgroup, suggesting the potential importance of the 5th decade for early preservation method for vascular aging.

28 April 2025 in IEEE Journal of Biomedical and Health Informatics
Verified
Journal Article
Closed access
WTWei Tang
Wei Tang
YDYuxiang Dai
Yuxiang Dai
BZBoyu Zhang
Boyu Zhang
ZSZhang Shi
Zhang Shi
YCYing-Hua Chu
Ying-Hua Chu
He WangHe Wang
He Wang
Time-of-flight magnetic resonance angiography (TOF-MRA) is a prevalent vascular imaging technique for assessing cerebrovascular diseases. Compared to routine 3T TOF-MRA, 7T TOF-MRA provides vascular structures with a higher signal-to-noise ratio (SNR) and better vessel contrast, revealing greater vascular details. However, the inaccessibility of 7T scanners and specific physiological and technical concerns limit its clinical application. Therefore, we aimed to generate high-quality 7T-like TOF-MRA from 3T TOF-MRA. Considering the spatial sparsity of vessel signals, the visibility discrepancy of distal and small vessels between 3T and 7T images, and the subtle spatial misalignment between paired data, we proposed a novel aleatoric-uncertainty-aware maximum intensity projection-based generative adversarial network (AU-MIPGAN). In our method, we employed a knowledge distillation (KD) framework to incorporate multi-directional MIP information into the 3T-to-7T learning process to strengthen the learning of vessels and provide three-dimensional (3D) vascular morphological knowledge for the student model, facilitating accurate generation of vascular structures. Furthermore, we exploited AU modeling to compensate for the spatial misalignment between paired 3T and 7T images during the training procedure, which helped the model concentrate more on learning the intrinsic gap between 3T and 7T images. Qualitative and quantitative results demonstrated that the proposed AU-MIPGAN can achieve promising performance for 7T-like TOF-MRA generation.

4 September 2025 in Brain Sciences
Verified
Journal Article
Open access
PDF file
Shanhua HanShanhua Han
Shanhua Han
QTQuan Tao
Quan Tao
BZBoyu Zhang
Boyu Zhang
YLYifan Lv
Yifan Lv
ZLZhihao Li
Zhihao Li
YLYu Luo
Yu Luo
Background/Objectives: Neural compensation, in which healthy brain regions take over functions lost due to lesions, is a potential biomarker for functional recovery after stroke. However, previous neuroimaging studies often speculated on neural compensation simply based on greater measures in patients (compared to healthy controls) without demonstrating a more direct link between these measures and the functional recovery. Because taking over the function of a lesion region means taking on a similar role as that lesion region in its functional network, the present study attempted to explore neural compensation based on the similarity of functional connectivity (FC) patterns between a healthy regions and lesion regions. Methods: Seventeen stroke patients (13M4F, 63.2 ± 9.1 y.o.) underwent three resting-state functional MRI (rs-fMRI) sessions during rehabilitation. FC patterns of their lesion regions were derived by lesion network analysis; and these patterns were correlated with healthy FC patterns derived from each brain voxel of 51 healthy subjects (32M19F, 61.0 ± 14.3 y.o.) for the assessment of pattern similarity. Results: We identified five healthy regions showing decreasing FC similarity (29–54%, all corrected p < 0.05, effect size η2: 0.10–0.20) to the lesion network over time. These decreasing similarities were associated with increasing behavioral scores on activities of daily living (ADL, p < 0.001, η2 = 0.90), suggesting greater neural compensation at early-stage post-stroke and reduced compensation toward the end of effective rehabilitation. Conclusions: Besides direct FC measures, the present results propose an alternative biomarker of neural compensation in functional recovery from stroke. For sensorimotor recoveries like ADL, this biomarker could be more sensitive than direct measures of lesion connectivity in the motor network.