1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.CV2026
Demonstration of the common dual-channel feature decoupling characteristic of front-door mediation causal inference methods in whole-slice image classification
Zhirui Zhang, Tianhang Nan, Yong Ding +3
Causal inference using front door intervention and multi-instance learning (MIL) has advanced the analysis of Whole Slide Images (WSI) in digital pathology. These methods adjust fe…
cs.CV2023★ 1 cited
Dual-channel Prototype Network for few-shot Classification of Pathological Images
Hao Quan, Xinjia Li, Dayu Hu +2
In pathology, the rarity of certain diseases and the complexity in annotating pathological images significantly hinder the creation of extensive, high-quality datasets. This limita…