Generative adversarial network–based noncontrast CT angiography for aorta and carotid arteries

J Lyu, Y Fu, M Yang, Y Xiong, Q Duan, C Duan… - Radiology, 2023 - pubs.rsna.org
Background Iodinated contrast agents (ICAs), which are widely used in CT angiography
(CTA), may cause adverse effects in humans, and their use is time-consuming and costly …

Arterial spin labeling magnetic resonance imaging estimation of antegrade and collateral flow in unilateral middle cerebral artery stenosis

J Lyu, N Ma, DS Liebeskind, DJJ Wang, L Ma, Y Xu… - Stroke, 2016 - Am Heart Assoc
Background and Purpose—Three-dimensional pseudocontinuous arterial spin labeling with
multiple postlabeling delays has been used to assess cerebral blood flow (CBF). We used …

[HTML][HTML] Multi-delay ASL can identify leptomeningeal collateral perfusion in endovascular therapy of ischemic stroke

X Lou, S Yu, F Scalzo, S Starkman, LK Ali, D Kim… - Oncotarget, 2017 - ncbi.nlm.nih.gov
Background and Purpose Multi-delay arterial spin-labeling (ASL) perfusion imaging has
been used as a promising modality to evaluate cerebral perfusion. Our aim was to assess …

Association of fluid-attenuated inversion recovery vascular hyperintensity with ischaemic events in internal carotid artery or middle cerebral artery occlusion

J Lyu, J Hu, X Wang, X Bian, M Wei, L Wang… - Stroke and Vascular …, 2023 - svn.bmj.com
Background and purpose Individuals with intracranial artery occlusion have high rates of
ischaemic events and recurrence. It has been challenging to identify patients who had high …

Evaluation of an automated intracranial aneurysm detection and rupture analysis approach using cascade detection and classification networks

K Wu, D Gu, P Qi, X Cao, D Wu, L Chen, G Qu… - … Medical Imaging and …, 2022 - Elsevier
Intracranial aneurysm is commonly found in human brains especially for the elderly, and its
rupture accounts for a high rate of subarachnoid hemorrhages. However, it is time …

Collateral perfusion using arterial spin labeling in symptomatic versus asymptomatic middle cerebral artery stenosis

X Lou, X Ma, DS Liebeskind, N Ma… - Journal of Cerebral …, 2019 - journals.sagepub.com
The purpose was to assess the difference of collaterals in symptomatic versus asymptomatic
patients with unilateral middle cerebral artery (MCA) stenosis by comparing cerebral blood …

Perfusion and plaque evaluation to predict recurrent stroke in symptomatic middle cerebral artery stenosis

J Lyu, N Ma, C Tian, F Xu, H Shao, X Zhou… - Stroke and vascular …, 2019 - svn.bmj.com
Background and purpose We investigated the baseline demographics of patients with
severe unilateral atherosclerotic stenosis of the middle cerebral artery (MCA) using …

[HTML][HTML] Deep learning with weak annotation from diagnosis reports for detection of multiple head disorders: a prospective, multicentre study

Y Guo, Y He, J Lyu, Z Zhou, D Yang, L Ma… - The Lancet Digital …, 2022 - thelancet.com
Background A large training dataset with high-quality annotations is necessary for building
an accurate and generalisable deep learning system, which can be difficult and expensive …

Accelerating susceptibility-weighted imaging with deep learning by complex-valued convolutional neural network (ComplexNet): validation in clinical brain imaging

C Duan, Y Xiong, K Cheng, S Xiao, J Lyu, C Wang… - European …, 2022 - Springer
Objectives Susceptibility-weighted imaging (SWI) is crucial for the characterization of
intracranial hemorrhage and mineralization, but has the drawback of long acquisition times …

Quantitative radiomic biomarkers for discrimination between neuromyelitis optica spectrum disorder and multiple sclerosis

X Ma, L Zhang, D Huang, J Lyu, M Fang… - Journal of Magnetic …, 2019 - Wiley Online Library
Background Precise diagnosis and early appropriate treatment are of importance to reduce
neuromyelitis optica spectrum disorder (NMOSD) and multiple sclerosis (MS) morbidity …