作者: Zhang Bin , Klimov Sergey , Chen Hao , Jiang Yi
DOI:
关键词: Liver fibrosis 、 Vein 、 Portal vein 、 Medicine 、 Radiology 、 Blood flow 、 Doppler ultrasound
摘要: The present disclosure relates to noninvasive methods for detecting liver fibrosis. Disclosed herein are fibrosis detection that use Doppler Ultrasound devices and a physics-based machine learning method. Further disclosed in subject by measuring the presence of shift frequency blood flow hepatic vein as compared portal vein.