2 papers
cs.CV2026
Benchmarking Pathology Foundation Models for Breast Cancer Survival Prediction
Fredrik K. Gustafsson, Constance Boissin, Johan Vallon-Christersson +2
Pathology foundation models (PFMs) have recently emerged as powerful pretrained encoders for computational pathology, enabling transfer learning across a wide range of downstream t…
q-bio.GN2024
Evaluation and Prognostic Validation of Deep Regression Models for WSI-Based Gene-Expression Prediction
Fredrik K. Gustafsson, Mattias Rantalainen, Constance Boissin +1
Gene-expression profiling is widely used in research and central to many areas of precision oncology, but remains costly and not universally accessible. Recent advances in computat…