Showing 2024Show all
2 papers · 1 filter
cs.CV2024
Concept Complement Bottleneck Model for Interpretable Medical Image Diagnosis
Hongmei Wang, Junlin Hou, Hao Chen
Models based on human-understandable concepts have received extensive attention to improve model interpretability for trustworthy artificial intelligence in the field of medical im…
cs.CV2024
Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks
Junlin Hou, Sicen Liu, Yequan Bie +4
The increasing demand for transparent and reliable models, particularly in high-stakes decision-making areas such as medical image analysis, has led to the emergence of eXplainable…