Title
Dynamic topology analysis for spatial patterns of multifocal lesions on MRI
Abstract
•Dynamic Topological Analysis on spatial patterns of multifocal lesions.•A new K-simplex Filtration for the construction of dynamic community network.•A novel Decomposed Persistence for tracking evolution of dynamic communities.•Spatial lesion pattern demonstrates predictive value towards diagnosis and prognosis.•Our framework provides visual interpretability for trustworthy clinical assistance.
Year
DOI
Venue
2022
10.1016/j.media.2021.102267
Medical Image Analysis
Keywords
DocType
Volume
Spatial lesion pattern,Persistent homology,Multi-scale network,Dynamic community quantification
Journal
76
ISSN
Citations 
PageRank 
1361-8415
0
0.34
References 
Authors
0
7
Name
Order
Citations
PageRank
Bowen Xin102.70
Jing Huang200.34
Lin Zhang300.34
Chaojie Zheng400.34
Yun Zhou500.34
Jie Lu6516.19
Xiuying Wang700.34