2 papers
cs.CV2026
Towards Reliable AI-Based Histological Staining: A Systematic Study of Scaling and Uncertainty in Unpaired Generative Models
Qasim Siddiqui, Adrian Friebel, Maiju Myllys +4
Liver fibrosis, the principal predictor of long-term outcome in chronic liver disease, is staged from histological estimates of collagen content. Sirius Red (SR) provides the stand…
cs.CV2020
Guided interactive image segmentation using machine learning and color based data set clustering
Adrian Friebel, Tim Johann, Dirk Drasdo +1
We present a novel approach that combines machine learning based interactive image segmentation using supervoxels with a clustering method for the automated identification of simil…