Morphology signal in whole slide image foundation models can automatically triage slides

arXiv:2609.01987 · cs.CV, cs.LG · Submitted 2026-09-02 · Read on arXiv

cs.CV, cs.LG

Submitted: 2026-09-02

Updated: 2026-09-02

Comments: 12 pages, 3 figures, 4 tables

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

Terminology

Embeddings — 20× in this paper · explained in 2 episodes
Foundation Model — 14× in this paper · explained in 3 episodes
Foundation Models — 6× in this paper · explained in 7 episodes
Benchmark — 3× in this paper · explained in 2 episodes
Aggregation — 2× in this paper · explained in 1 episode
Cosine Similarity — 2× in this paper · explained in 3 episodes
Foundation Models (FMs) — 2× in this paper · explained in 2 episodes
Alignment — 1× in this paper · explained in 1 episode
Contrastive Learning — 1× in this paper · explained in 5 episodes
Fine-Tuning — 1× in this paper · explained in 5 episodes
Generalizability — 1× in this paper · explained in 6 episodes
Interpretability — 1× in this paper · explained in 15 episodes
Multiple Instance Learning (MIL) — 1× in this paper · explained in 2 episodes
Self-Supervised Learning — 1× in this paper · explained in 7 episodes
Transformer — 1× in this paper · explained in 2 episodes

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