CPathOGen: Spatially and Morphologically Controlled H&E Counterfactuals for Probing Pathology Models

arXiv:2610.00602 · eess.IV, q-bio.QM · Submitted 2026-09-30 · Read on arXiv

eess.IV, q-bio.QM

Submitted: 2026-09-30

Updated: 2026-09-30

Terminology

Fidelity — 16× in this paper · explained in 2 episodes
Diffusion Model — 10× in this paper · explained in 8 episodes
Foundation Model — 7× in this paper · explained in 3 episodes
Analyzer — 6× in this paper · explained in 1 episode
Abundance — 4× in this paper · explained in 1 episode
Latent Diffusion Model — 4× in this paper · explained in 2 episodes
Embeddings — 3× in this paper · explained in 2 episodes
Explainability — 3× in this paper · explained in 3 episodes
Foundation Models — 3× in this paper · explained in 7 episodes
AUC — 2× in this paper · explained in 2 episodes
Accuracy — 2× in this paper · explained in 1 episode
Data Augmentation — 2× in this paper · explained in 7 episodes
Diffusion Models — 2× in this paper · explained in 6 episodes
Latent Representation — 2× in this paper · explained in 2 episodes
Robustness — 2× in this paper · explained in 5 episodes
Adam — 1× in this paper · explained in 2 episodes
Aggregation — 1× in this paper · explained in 1 episode
Benchmark — 1× in this paper · explained in 2 episodes
Contrastive Learning — 1× in this paper · explained in 5 episodes
Generative Model — 1× in this paper · explained in 2 episodes
Kernel Inception Distance — 1× in this paper
Latent Diffusion Models — 1× in this paper · explained in 2 episodes
Latent Representations — 1× in this paper · explained in 3 episodes
Nash Equilibrium — 1× in this paper · explained in 2 episodes
Sparsity — 1× in this paper · explained in 4 episodes
Transformer — 1× in this paper · explained in 2 episodes

Terminology

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