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Author

Patrick W. Sheehan

2 papers indexed here

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#graph neural networks Open access Sep 2026

SPECTRA: predicting cellular perturbation responses with Graph Learning over Gene Regulatory Networks

The results show that graph-based signal propagation is a biologically grounded alternative to latent-shift perturbation modeling and can improve the recovery of sparse perturbation-induced transcriptional effects.

Michele Calabrò, Patrick W. Sheehan, F. Cambuli et al. · 0 citations
Review Jul 2026

Glia orchestrate neural circuit development.

Evidence is synthesized for the multifaceted functions by which glial cells instruct neuronal circuit establishment and maturation across developmental stages and in both vertebrate and invertebrate nervous systems.

K. Sakers, Patrick W. Sheehan, Wendy Xin et al. · 1 citation

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