Fully Automated Segmentation of Lower Extremity Deep Vein Thrombosis Using Convolutional Neural Network

Objective. Deep vein thrombosis (DVT) is a disease caused by abnormal blood clots in deep veins. Accurate segmentation of DVT is important to facilitate the diagnosis and treatment. In the current study, we proposed a fully automatic method of DVT delineation based on deep learning (DL) and contrast...

Full description

Bibliographic Details
Main Authors: Chen Huang, Junru Tian, Chenglang Yuan, Ping Zeng, Xueping He, Hanwei Chen, Yi Huang, Bingsheng Huang
Format: Article
Language:English
Published: Hindawi Limited 2019-01-01
Series:BioMed Research International
Online Access:http://dx.doi.org/10.1155/2019/3401683