3 papers
cs.CV2026
Towards Global AI-Driven Cervical Cancer Screening
Thuy Nuong Tran, Ömer Sümer, Evangelia Christodoulou +15
The global elimination of cervical cancer is a key public health goal set by the World Health Organization (WHO), with screening programs reducing mortality by up to 80%. However,…
q-bio.TO2025
Diversity Over Scale: Whole-Slide Image Variety Enables H&E Foundation Model Training with Fewer Patches
Christoph Bosch, John K. L. Wong, Martin Paulikat +11
Rapid progress in computational pathology is increasingly driven by vision foundation models pretrained on vast histopathology datasets. While recent efforts have prioritized train…
cs.CV2023
Studying Therapy Effects and Disease Outcomes in Silico using Artificial Counterfactual Tissue Samples
Martin Paulikat, Christian M. Schürch, Christian F. Baumgartner
Understanding the interactions of different cell types inside the immune tumor microenvironment (iTME) is crucial for the development of immunotherapy treatments as well as for pre…