3 papers
eess.IV2025
Pan-Cancer mitotic figures detection and domain generalization: MIDOG 2025 Challenge
Zhuoyan Shen, Esther Bär, Maria Hawkins +2
This report details our submission to the Mitotic Domain Generalization (MIDOG) 2025 challenge, which addresses the critical task of mitotic figure detection in histopathology for…
cs.CV2024
OMG-Net: A Deep Learning Framework Deploying Segment Anything to Detect Pan-Cancer Mitotic Figures from Haematoxylin and Eosin-Stained Slides
Zhuoyan Shen, Mikael Simard, Douglas Brand +14
Mitotic activity is an important feature for grading several cancer types. Counting mitotic figures (MFs) is a time-consuming, laborious task prone to inter-observer variation. Ina…
q-bio.QM2024
Immunocto: a massive immune cell database auto-generated for histopathology
Mikaël Simard, Zhuoyan Shen, Konstantin Bräutigam +3
With the advent of novel cancer treatment options such as immunotherapy, studying the tumour immune micro-environment (TIME) is crucial to inform on prognosis and understand potent…