A user-guided tool for semi-automated cerebral microbleed detection and volume segmentation: Evaluating vascular injury and data labelling for machine learning

Background and purpose: With extensive research efforts in place to address the clinical relevance of cerebral microbleeds (CMBs), there remains a need for fast and accurate methods to detect and quantify CMB burden. Although some computer-aided detection algorithms have been proposed in the literat...

Full description

Bibliographic Details
Main Authors: Melanie A. Morrison, Seyedmehdi Payabvash, Yicheng Chen, Sivakami Avadiappan, Mihir Shah, Xiaowei Zou, Christopher P. Hess, Janine M. Lupo
Format: Article
Language:English
Published: Elsevier 2018-01-01
Series:NeuroImage: Clinical
Online Access:http://www.sciencedirect.com/science/article/pii/S2213158218302432