王斯麒 冉张申

    【摘要】 随着医学技术的成熟和发展，影像组学得到了快速的发展和广泛的应用，以往的影像组学研究大多基于CT或MRI成像，近年来，基于超声的影像组学也被广泛应用于临床中，目前在疾病的辅助诊断、预测肿瘤生物学行为、评价疾病治疗效果等方面发挥着重要作用。该综述将对基于超声的影像组学的工作流程、临床应用、发展前景以及目前在工作中展现出来的缺陷进行总结，以便于临床工作者更好地了解超声组学，并将其更广泛地应用于临床工作中，为临床诊疗工作提供新的诊疗方法和思路。

    【关键词】 超声影像组学 人工智能 机器学习 疾病诊断 发展前景

    Application Progress of Ultrasound-based Imaging Radiomics in Clinical Disease Diagnosis/WANG Siqi， RAN Zhangshen. //Medical Innovation of China， 2022， 19(18)： 180-185

    [Abstract] With the maturity and development of medical technology， imaging radiomics has been used developed rapidly and widely. Most of the previous imaging radiomics research are based on CT or MRI imaging. In recent years， imaging radiomics based on ultrasound is also widely used in clinic. At present， it plays an important role in the auxiliary diagnosis of disease， the prediction of tumor biological behavior， the evaluation of disease treatment effect and so on. This review will summarize the workflow， clinical application， development prospect and defects of ultrasound-based imaging radiomics， so that more clinical workers can understand the concept of ultrasound radiomics and apply it more widely in clinical work ......