HistoStainAlign uses contrastive alignment between paired H&E and IHC whole-slide embeddings to predict P53, PD-L1, and Ki-67 status from H&E slides alone, achieving moderate F1 scores on small internal datasets.
J., Andor, N., Nguyen, Q
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
eess.IV 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Cross-Modality Learning for Predicting IHC Biomarkers from H&E-Stained Whole-Slide Images
HistoStainAlign uses contrastive alignment between paired H&E and IHC whole-slide embeddings to predict P53, PD-L1, and Ki-67 status from H&E slides alone, achieving moderate F1 scores on small internal datasets.