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Open access Oct 2026

Dual-Foundation-Model Ensemble Predicts Gene Expression in Muscle-Invasive Bladder Cancer for Patient Outcome Stratification.

Muscle-invasive bladder cancer (MIBC) exhibits significant heterogeneity in clinical outcomes and treatment responses. While gene expression profiling has provided important biological and prognostic insight, transcriptomic assays are not routinely incorporated into standard clinical practice, in part due to cost. AI m...

I. F. Mathisen, F. Koll, R. Mayer et al. · 0 citations
Aug 2026

CoM3eT: A foundation model for medical image analysis through federated, multidimensional context integration

CoM$^3$eT (Co-representation Multidimensional Multitask Medical Transformer), a medical vision foundation model that unifies pathology and radiology, sparse and dense predictions, and two- and higher-dimensional inputs by modeling multidimensional context with attention is presented.

Raphael Schäfer, Kai Geissler, Till Nicke et al. · 0 citations

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