2 citations · 2 across the 2 of their papers we have counts for
3 papers
cs.CV2026
WBCAtt+: Fine-Grained Pixel-Level Morphological Annotations for White Blood Cell Images
Satoshi Tsutsui, Winnie Pang, Shuting He +1
The microscopic examination of white blood cells (WBCs) plays a fundamental role in pathology and is essential for diagnosing blood disorders such as leukemia and anemia. To suppor…
cs.CV2025
Towards Robust and Reliable Concept Representations: Reliability-Enhanced Concept Embedding Model
Yuxuan Cai, Xiyu Wang, Satoshi Tsutsui +2
Concept Bottleneck Models (CBMs) aim to enhance interpretability by predicting human-understandable concepts as intermediates for decision-making. However, these models often face…
cs.CV2024★ 2 cited
Integrating Clinical Knowledge into Concept Bottleneck Models
Winnie Pang, Xueyi Ke, Satoshi Tsutsui +1
Concept bottleneck models (CBMs), which predict human-interpretable concepts (e.g., nucleus shapes in cell images) before predicting the final output (e.g., cell type), provide ins…