2 papers
cs.CV2019
BIAS: Transparent reporting of biomedical image analysis challenges
Lena Maier-Hein, Annika Reinke, Michal Kozubek +11
The number of biomedical image analysis challenges organized per year is steadily increasing. These international competitions have the purpose of benchmarking algorithms on common…
cs.LG2019
Regression Concept Vectors for Bidirectional Explanations in Histopathology
Mara Graziani, Vincent Andrearczyk, Henning Müller
Explanations for deep neural network predictions in terms of domain-related concepts can be valuable in medical applications, where justifications are important for confidence in t…