Assessment of traumatic brain injury
    35.
    发明授权
    Assessment of traumatic brain injury 有权
    创伤性脑损伤评估

    公开(公告)号:US09265441B2

    公开(公告)日:2016-02-23

    申请号:US14330814

    申请日:2014-07-14

    摘要: Traumatic brain injury (TBI) in a patient is assessed. A TBI diagnosis for the patient is determined based on features from MRI data, such as anatomical features, functional features, diffusion features, connectivity features from functional MRI, connectivity features from diffusion MRI, and/or network features from the connectivity features. The TBI diagnosis is determined using a trained classifier. The classifier synthesizes the features into a single number (e.g., a confidence in the prediction of the diagnosis) and indicates the features most responsible for the diagnosis. The disease trajectory for a given patient may be predicted using the trained classifier.

    摘要翻译: 评估患者的创伤性脑损伤(TBI)。 根据MRI数据的特征(如解剖特征,功能特征,扩散特征,功能MRI的连接特征,扩散MRI的连接特征和/或来自连接特征的网络特征)确定患者的TBI诊断。 使用训练有素的分类器确定TBI诊断。 分类器将特征合成为单个数字(例如,对诊断的预测的置信度),并且指示对诊断最负责的特征。 可以使用经过训练的分类器来预测给定患者的疾病轨迹。