CMSwinKAN, a lightweight Swin-KAN hybrid with contrastive multi-scale fusion, reportedly outperforms pathology foundation models on neuroblastoma classification and achieves 100% WSI accuracy on a private dataset.
Single-cell transcriptomics and epigenomics unravel the role of monocytes in neuroblastoma bone marrow metastasis,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2025 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
Towards Accurate and Interpretable Neuroblastoma Diagnosis via Contrastive Multi-scale Pathological Image Analysis
CMSwinKAN, a lightweight Swin-KAN hybrid with contrastive multi-scale fusion, reportedly outperforms pathology foundation models on neuroblastoma classification and achieves 100% WSI accuracy on a private dataset.