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Accelerating Magnetic Resonance Fingerprinting Using Hybrid Deep Learning and Iterative Reconstruction

Cao P, Cui D, Ming Y, Vardhanabhuti V, Lee E, Hui E

Purpose: To accelerate magnetic resonance fingerprinting (MRF) by developing a flexible deep learning reconstruction method. Materials and Methods: Synthetic data were used to train a deep learning model. The trained model...
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The Association Between Prolactin Levels and Cognitive Function in Female Patients With Severe Mental Disorders

Xu Y, Yao S, Yang Z, Shi Y, Zhang X, Wang L, Cui D

Objective Cognition impairments are considered as a fundamental characteristic of severe mental disorders (SMD). Recent studies suggest that hyperprolactinemia may exert a detrimental influence on cognitive performance in patients with...
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Association Between Metabolic Risk Factors and Cognitive Impairment in Schizophrenia Based on Sex

Huang H, Du L, Pu Z, Shi Y, Xiao Z, Chen X, Yao S, Wang L, Li Z, Xue T, Cui D

Objective Sex differences have been observed in many aspects of schizophrenia, including cognitive deficits. Despite extensive research into the relationship between metabolic factors and cognitive deficits in schizophrenia, few studies...
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Detecting Manic State of Bipolar Disorder Based on Support Vector Machine and Gaussian Mixture Model Using Spontaneous Speech

Pan Z, Gui C, Zhang J, Zhu J, Cui D

OBJECTIVE: This study was aimed to compare the accuracy of Support Vector Machine (SVM) and Gaussian Mixture Model (GMM) in the detection of manic state of bipolar disorders (BD) of...
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Thyroid-Associated Orbitopathy: Evaluating Microstructural Changes of Extraocular Muscles and Optic Nerves Using Readout-Segmented Echo-Planar Imaging-Based Diffusion Tensor Imaging

Chen HH, Hu H, Chen W, Cui D, Xu XQ, Wu FY, Yang T

OBJECTIVE: We aimed to investigate the ability of readout-segmented echo-planar imaging (rs-EPI)-based diffusion tensor imaging (DTI) in assessing the microstructural change of extraocular muscles (EOMs) and optic nerves in patients...
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