2 papers
cs.CV2026
Mitosis Detection in the Wild: Multi-Tumor and Context-Aware Generalization in the MIDOG 2025 Challenge
Marc Aubreville, Jonas Ammeling, Sweta Banerjee +64
Automated mitosis detection is a well-established task in computational pathology. While previous benchmarks focused on scanner-induced domain shift, clinical "real-world" applicat…
cs.CV2024
Multiple Instance Learning with random sampling for Whole Slide Image Classification
H. Keshvarikhojasteh, J. P. W. Pluim, M. Veta
In computational pathology, random sampling of patches during training of Multiple Instance Learning (MIL) methods is computationally efficient and serves as a regularization strat…