The main aim of the present study was to analyze the reaction of the joint capsule 3 months after subacromial decompression using MRI without contrast. We also wanted to study if there was a relation between the capsular reaction and the Constant score (CS) or the subjective shoulder value (...
Highly accelerated MR parametric mapping by undersampling the k-space and reducing the contrast number simultaneously with deep learning Liu, Shaonan, Haoxiang Li, Yuanyuan Liu, Guanxun Cheng, Gang Yang, Haifeng Wang, Hairong Zheng, Dong Liang, and Yanjie Zhu ...
This study evaluated the clinical application and cost effectiveness of accelerated 3D T2 sequences of the lumbar spine.Prospective, cross-sectional, observational.Twenty healthy volunteers and 10 patients.A 3D T2 TSE sequence, identical 3D sequences with three different parallel imaging and CS ...
but these tests often work in conjunction with MRI results. Without an MRI, you risk missing subtle but critical changes in the brain or spine that could influence treatment decisions.
A recent study on characteristic MRI findings of IIM stated that contrast-enhanced sequences were useful for the differentiation of disease groups, whereas STIR images provided similar results and were beneficial considering the risk and cost of contrast media. In conclusion, ML-based TA of muscle ...
Simulated and real contrast-enhanced MRI scans demonstrated comparable tumor sizes, areas of tumor enhancement, and image quality without significant qualitative or quantitative differences.使用深度学习生成模拟的对比增强乳腺MRI扫描是可行的。模拟和真实的对比增强MRI扫描在肿瘤大小、肿瘤增强区域和图像质量方面显示...
我们的方法包括三个主要步骤。首先,使用循环生成对抗网络从CT图像估计sMRI。其次,基于sMRI和从MRI变形来的前列腺轮廓训练了一个深度注意力全卷积网络。引入了注意力模型,以更多地关注前列腺边界。通过将查询患者的CT图像输入到训练好的sMRI生成模型和分割模型中,获得前列腺轮廓。
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...
Table 1. Studies examining the association between higher adherence to the Mediterranean diet and brain MRI biomarkers in adults without dementia. 3.1. Brain Atrophy The majority of investigations indicated that higher adherence to the MD is positively connected with brain atrophy. Specifically, two ...
In this way it was possible to include a larger number of observers, without requiring significant experience in reading abdominal cine-MRI. Figure 1. Flowchart of the inclusion process for the observer dataset. A total of 20% of eligible patients was sampled randomly, after splitting them ...