2 papers
stat.AP2026
VAE-MS: An Asymmetric Variational Autoencoder for Mutational Signature Extraction
Ida Egendal, Rasmus Froberg Brøndum, Dan J Woodcock +2
Mutational signature analysis has emerged as a powerful method for uncovering the underlying biological processes driving cancer development. However, the signature extraction proc…
cs.CV2025
Histology-informed tiling of whole tissue sections improves the interpretability and predictability of cancer relapse and genetic alterations
Willem Bonnaffé, Yang Hu, Andrea Chatrian +12
Histopathologists establish cancer grade by assessing histological structures, such as glands in prostate cancer. Yet, digital pathology pipelines often rely on grid-based tiling t…