Search Results for author: Sarah A. Teichmann

Found 5 papers, 2 papers with code

Celcomen: spatial causal disentanglement for single-cell and tissue perturbation modeling

1 code implementation9 Sep 2024 Stathis Megas, Daniel G. Chen, Krzysztof Polanski, Moshe Eliasof, Carola-Bibiane Schonlieb, Sarah A. Teichmann

Celcomen leverages a mathematical causality framework to disentangle intra- and inter- cellular gene regulation programs in spatial transcriptomics and single-cell data through a generative graph neural network.

counterfactual Disentanglement +1

Cell types and ontologies of the Human Cell Atlas

no code implementations28 Jun 2021 David Osumi-Sutherland, Chuan Xu, Maria Keays, Peter V. Kharchenko, Aviv Regev, Ed Lein, Sarah A. Teichmann

Massive single-cell profiling efforts have accelerated our discovery of the cellular composition of the human body, while at the same time raising the need to formalise this new knowledge.

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