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 ...

We hypothesize that clinical recovery following cooling predicts brain MRI abnormalities, and that clinical status 1 week after cooling indicates which infants need MRI. Objective: To determine ...

Moreover, the combination of DWI and ADC mapping obtained by MRI ... Abnormal intensity in thalamus, basal ganglia, cerebellum, brain stem and cerebral cortex (hyperintense on T2-W, hypointense ...

Even when standard MRI exams appeared normal, the researchers found clear abnormalities using more ... repeated trauma seems to weaken the brain’s internal communication.” ...

latrobe.edu.au Sports and exercise medicine clinicians often refer for diagnostic imaging to help direct clinical management. The use of musculoskeletal MRI has risen rapidly in recent decades, yet ...