6 citations · 9 across the 3 of their papers we have counts for
3 papers
CountPath: Automating Fragment Counting in Digital Pathology
Ana Beatriz Vieira, Maria Valente, Diana Montezuma +8
Quality control of medical images is a critical component of digital pathology, ensuring that diagnostic images meet required standards. A pre-analytical task within this process i…
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…
Unimodal Distributions for Ordinal Regression
Jaime S. Cardoso, Ricardo Cruz, Tomé Albuquerque
In many real-world prediction tasks, class labels contain information about the relative order between labels that are not captured by commonly used loss functions such as multicat…