Author

M. C. Maurer

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#machine learning Preprint Sep 2026

FFM-CP: Cross-Backbone Fusion of Vision-Language Foundation Models for Few-Shot Computational Pathology

It is suggested that combining complementary pretrained representations can improve histopathological classification when annotations are limited, and FFM-CP achieves higher mean macro-F1 than the strongest individually adapted member of each fused set in 50 of 54 comparisons.

Anh-Tien Nguyen, Trung DQ. Dang, N. T. Diep et al. · 0 citations

Open access Aug 2026

Evaluating Graph Neural Network Architectures for Multi-Omics Cancer Subtyping using Methylation and Gene Expression Profiles

A benchmarking study on multiple GNNs on a Protein-Protein Interaction (PPI) network for Kidney Renal Clear Cell Carcinoma and Breast cancer subtype prediction, performing an in-depth investigation of architectures, incorporating skip connections and various data modalities.

Julia Schirmacher, M. C. Maurer, J. M. Metsch et al. · bioRxiv · 0 citations