TIRA: Tumor Immune Representation Adaptation for Zero-Shot Cross-Cancer MSI and TMB Prediction

arXiv:2610.09441 · cs.CV · Submitted 2026-10-07 · Read on arXiv

cs.CV

Submitted: 2026-10-07

Updated: 2026-10-07

Code: https://github.com/raajuuu1998/TIRA

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Adaptation — 1× in this paper · explained in 1 episode

Sources

• Layer Normalization
• Gaussian Error Linear Units (GELUs)
• Virchow2: Scaling Self-Supervised Mixed Magnification Models in Pathology

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