Researchers hope MindGlide will unlock valuable information from millions of untapped brain images that were previously difficult or impossible to understand.

The time course of these changes is quite slow, of the order of many minutes, both for the T2-weighted MRI signal and for the light transmittance. Stroman et al. also show that hypoosmotic changes ...

Researchers assembled a retrospective dataset from 2015 to 2024, including 395 patients with pathologically confirmed endometriosis and an age-matched control group of 356 patients who had undergone ...

T2-weighted MRI is useful in the local staging of cancer and treatment planning in intermediate- and high-risk patients. It has good sensitivity rate for prostate cancer detection. Diffusion ...

A new AI tool, MindGlide, can rapidly analyze routine brain MRI scans to detect subtle changes caused by multiple sclerosis (MS), such as brain shrinkage and lesions.

通过随机抽样，将患者分为训练集（n = 303）和测试集（n = 130）。 研究的主要技术方法包括：利用 GE Discovery 750 3.0T MRI 扫描仪获取 T2 加权成像（T2-weighted imaging，T2WI）数据；由有经验的医生手动勾勒感兴趣区域（Region of interest，ROI），并使用 pyradiomics 库在 Python ...

A young man’s undiagnosed acromegaly leads to severe cardiac complications, highlighting the genetic links and diagnostic ...

其次，利用 3.0 - T MRI 扫描仪获取 T2 加权图像（T2WI），由放射科医生手动分割感兴趣区域（VOI），并使用 PyRadiomics 软件包提取 1781 个影像组学特征。然后，运用树状管道优化工具（TPOT）算法，通过 5 折交叉验证构建诊断模型，并使用 Shapley Additive exPlanations（SHAP ...

A new artificial intelligence (AI) tool that can help interpret and assess how well treatments are working for patients with multiple sclerosis (MS) has been developed.