output
20192025
most citedWhole slide image registration for the study of tumor heterogeneity

10 citations

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cs.CV2025

SLAM-AGS: Slide-Label Aware Multi-Task Pretraining Using Adaptive Gradient Surgery in Computational Cytology

Marco Acerbis, Swarnadip Chatterjee, Christophe Avenel +1

Computational cytology faces two major challenges: i) instance-level labels are unreliable and prohibitively costly to obtain, ii) witness rates are extremely low. We propose SLAM-…

cs.CV2025

A Comparison of Deep Learning Methods for Cell Detection in Digital Cytology

Marco Acerbis, Nataša Sladoje, Joakim Lindblad

Accurate and efficient cell detection is crucial in many biomedical image analysis tasks. We evaluate the performance of several Deep Learning (DL) methods for cell detection in Pa…