Foundation models offer a promising paradigm for modeling spatial transcriptomics, but capturing tissue context over cellular graphs makes training at scale challenging. We introduce spaGFM, a graph foundation model that serializes cellular neighborhoods through random walks to generate transformer-compatible represent...
Yu Zhong, Fei He, Xiao-Jie Jin et al.· Research Square· 0 citations
Epigenetic aging is a hallmark of chronic diseases. While such epigenetic changes can arise following tissue injury, the cell types most affected remain largely unknown. Here we built a cross-species single-cell multiomics atlas of DNA methylation, chromatin accessibility and transcription profiles from healthy, injure...
Hyeonsoo Jeong, B. Lake, D. Dinh et al.· Nature Aging· 0 citations
Three specialized heuristics are proposed that help developers manage complexity, provide contextual support, and improve accessibility for multidisciplinary research teams: Active Parameter Transparency, Point-of-Use Guidance, and Phased Feature Disclosure.
Yulia A. Levites Strekalova, Rachel Liu Galvin, Jessica Ray et al.· 0 citations
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.