2 papers
cs.CV2024
The Importance of Downstream Networks in Digital Pathology Foundation Models
Gustav Bredell, Marcel Fischer, Przemyslaw Szostak +2
Digital pathology has significantly advanced disease detection and pathologist efficiency through the analysis of gigapixel whole-slide images (WSI). In this process, WSIs are firs…
eess.IV2024
Characterizing the Interpretability of Attention Maps in Digital Pathology
Tomé Albuquerque, Anil Yüce, Markus D. Herrmann +1
Interpreting machine learning model decisions is crucial for high-risk applications like healthcare. In digital pathology, large whole slide images (WSIs) are decomposed into small…