影像组学在帕金森病中的研究进展  

Research progress of radiomics in Parkinson’s disease

作　　者：刘宇[1] 庞惠泽 陈博宇[1] 范国光[1] LIU Yu;PANG Huize;CHEN Boyu;FAN Guoguang(Department of Radiology,First Affiliated Hospital of China Medical University,Shenyang 110000,China)

机构地区：[1]中国医科大学附属第一医院放射科,沈阳110000

出　　处：《国际医学放射学杂志》2022年第3期289-292,共4页International Journal of Medical Radiology

基　　金：国家自然科学基金(82071909)。

摘　　要：帕金森病(PD)是一种年龄相关的进行性神经退行性疾病。相较于仅依靠视觉分析及低维度信息的传统影像诊断模式,影像组学可以通过高通量计算快速挖掘医学图像中更深层次的信息,已成为PD研究中的新兴手段,在PD的诊断、分型、进展评估及结局预测等方面得到广泛应用。就影像组学的概况及在PD中的研究进展进行综述。Parkinson’s disease(PD) is an age-related progressive neurodegenerative disease.Compared with the traditional image diagnosis mode which only relies on visual analysis and low-dimensional information,radiomics can quickly extract vast amounts of advanced information from medical images through high-throughput calculations.Radiomics has become an emerging means in PD research,and has been widely used in diagnosis,classification,progression assessment and prediction of outcome of PD.This paper reviews the general situation of radiomics and its research progress in PD.

关 键 词：帕金森病 影像组学 磁共振成像 机器学习 

分 类 号：R445.2[医药卫生—影像医学与核医学] R742.5[医药卫生—诊断学]