Abstract | ||
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•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 |
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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 Xin | 1 | 0 | 2.70 |
Jing Huang | 2 | 0 | 0.34 |
Lin Zhang | 3 | 0 | 0.34 |
Chaojie Zheng | 4 | 0 | 0.34 |
Yun Zhou | 5 | 0 | 0.34 |
Jie Lu | 6 | 51 | 6.19 |
Xiuying Wang | 7 | 0 | 0.34 |