MoSPR: Histology-to-Gene Expression Prediction with Morpho-Spatial Macrostates and Low-Rank Molecular Programs

arXiv:2609.34280 · cs.AI, cs.CV, cs.LG · Submitted 2026-09-28 · Read on arXiv

cs.AI, cs.CV, cs.LG

Submitted: 2026-09-28

Updated: 2026-09-28

Code: https://github.com/Radisen-Panthera/MoSPR

Terminology

Adjacency Matrix — 8× in this paper · explained in 1 episode
Ablation — 7× in this paper · explained in 1 episode
Clustering — 7× in this paper · explained in 2 episodes
Aggregation — 6× in this paper · explained in 1 episode
Embeddings — 5× in this paper · explained in 2 episodes
Ontology — 5× in this paper · explained in 2 episodes
Cancer Genome Atlas — 4× in this paper
Benchmark — 3× in this paper · explained in 2 episodes
Feature Extraction — 3× in this paper · explained in 2 episodes
Transformer — 3× in this paper · explained in 2 episodes
Abundance — 2× in this paper · explained in 1 episode
Adjusted Rand Index — 2× in this paper
Generative AI — 2× in this paper · explained in 2 episodes
Reconstruction Error — 2× in this paper · explained in 2 episodes
Ablation Studies — 1× in this paper · explained in 1 episode
Computational Biology — 1× in this paper · explained in 2 episodes
Foundation Model — 1× in this paper · explained in 3 episodes
Generalization — 1× in this paper · explained in 13 episodes
Graph Construction — 1× in this paper · explained in 3 episodes
Information Leakage — 1× in this paper · explained in 2 episodes
Point Clouds — 1× in this paper · explained in 2 episodes
Robustness — 1× in this paper · explained in 5 episodes
Spectral clustering — 1× in this paper · explained in 2 episodes

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