HyperPath places slide, region, and patch features in hyperbolic space with text-guided losses and classifies by geodesic distance, improving most TCGA benchmarks.
Annual Review of Pathology: Mechanisms of Disease6(1), 49–69 (2011)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
HyperPath: Knowledge-Guided Hyperbolic Semantic Hierarchy Modeling for WSI Analysis
HyperPath places slide, region, and patch features in hyperbolic space with text-guided losses and classifies by geodesic distance, improving most TCGA benchmarks.