A deep learning algorithm for white matter hyperintensity lesion detection and segmentation.

Purpose: White matter hyperintensity (WMHI) lesions on MR images are an important indication of various types of brain diseases that involve inflammation and blood vessel abnormalities. Automated quantification of the WMHI can be valuable for the clinical management of patients, but existing automat...

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Bibliographic Details
Published in:Neuroradiology Vol. 64; no. 4; pp. 727 - 735
Main Authors: Zhang, Yajing, Duan, Yunyun, Wang, Xiaoyang, Zhuo, Zhizheng, Haller, Sven, Barkhof, Frederik, Liu, Yaou
Format: diagnostic images research tables/charts Journal Article
Published: Springer Nature Apr2022
Online Access:View this record in EBSCOhost