gene program discovery 1single-cell analysis 1spatial gene mapping 1vision transformer 1zero-shot annotation 1
From the 1 of 2 linked papers with an AI index.
2 papers
q-bio.QM2026
A vision foundation model for single-cell biology via spatial gene cartography
Ridvan Yesiloglu, Sakib Mostafa, James Zou +5
The paper introduces scVision, a vision foundation model that converts single-cell transcriptomic data into images by mapping genes onto a spatial layout, and uses a pretrained vis…
cs.LG2026
Knowledge Graph Modulated Deep Learning for Limited-Sample Clinical Data Analysis
Yuwei Xue, Sakib Mostafa, James Zou +5
Biological systems are governed by structured molecular interactions, where pathways, regulatory circuits, and functional gene relationships shape cellular behavior and disease pro…