[7]Zhang J, Wu YL, Su J, et alX. Assessment of gray and white matter structuralalterations in migraineurs without aura. J Headache Pain, 2017, 18(1): 74. [8]Chen WT, Chou KH, Lee PL, et al. Comparison of gray matter volume betweenmigra...
Title题目Automatic Liver Tumor Segmentation on Dynamic Contrast Enhanced MRI Using 4D Information: Deep Learning Model Based on 3D Convolution and Convolutional LSTM动态对比增强 MRI 上的自动肝脏肿瘤分割使用 4D 信息:基于 3D 卷积和卷积 LSTM 的深度学习模型01文献速递介绍肝癌是导致癌症相关死亡的最常见原因之...
共发表SCI论文140余篇,其中以第一作者或通讯作者在神经科学期刊Neurology、Journal of Neurology, Neurosurgery and Psychiatry、Human Brain Mapping,影像学综合期刊Radiology(2篇)、European Radiology(6篇)、Diagnostic and Interventional Imaging(6篇)和心...
Fig. 1. Overall framework of the proposed 4D deep learning model for HCC segmentation, including a 3D CNN module (pink block) and a C-LSTM network module (green block). A shallow 3D U-net based Basic module was used for spatial domain information extraction in the pre-contrast, arterial,...
In a meta-analysis of 16 studies of 19,559 people aged 0-97 years with no neurologic symptoms who underwent MRI of the brain with or without contrast for research purposes or occupational, clinical, or commercial screening, the overall prevalence of IF was 2.7% (4.3% in studies where partic...
Symptoms at onset in the order of frequency were headache, 85%; weakness, 57%; brain stem and/or cerebellar involvement, 50%; cognitive and behavioral disorders, 16%; and disorders of consciousness, 7%. 白塞病患者中出现神经系统症状的平均年龄为26.8±7.6岁,而神经白塞病患者中出现神经系统症状的...
Survey results revealed that 71 percent of clinicians preferred adjunctive AI in facilitating triage of brain MRI scans and 58 percent were comfortable utilizing AI triage without input from radiologists. Abbreviated MRI for Hepatocellular Carcinoma: What a New Meta-Analysis Reveals Jeff Hall January ...
MRI provides high soft tissue contrast and is able to detect edema, a potential marker of inflammatory stages in FOP.(9–12) MRI is currently used in FOP to evaluate the presence of edema early in flare-ups. (10) Whether the two stages of FOP, active flareups and asymptomatic ...
3.1.3. 3D CNN for classification and quantification The level set segmentation approach used to track the interface is only suitable for images with well-recognized edges, but not for the supraspinatus surrounded by complex structures with high contrast. Therefore, a two-stage active contour segmenta...
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