Cell graph analysis in hepatocellular carcinoma: predicting local recurrence and identifying spatial relationship biomarkers
Abstract A whole pathology section contains approximately 1,000,000 cells of various types, this large-scale heterogeneity of cells and non-cellular constituents constructs a mutually competitive community. Conventional pixel-based visual processing techniques are insufficient to accurately capture...
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| Main Authors: | , , , , , , , , , , , , , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-07-01
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| Series: | npj Precision Oncology |
| Online Access: | https://doi.org/10.1038/s41698-025-01042-0 |
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