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Eric and Wendy Schmidt Center

@Schmidt_Center

We seek to understand the programs of life by creating a strong community at the interface of ML and biology.
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Broad Institute ericandwendyschmidtcenter.org Joined August 2022
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Eric and Wendy Schmidt Center @Schmidt_Center
Read the preprint by our former postdoctoral fellow @sebacultrera and @Schmidt_Center collaborators introducing GENESIS, a generative framework for predicting the distribution of single-cell responses from experimental covariates.
1/11

Excited to share GENESIS, a generative model for predicting single-cell perturbation responses in unmeasured experimental conditions.

We show near-experimental-reproducibility performance, strong sample efficiency, and recovery of cancer signaling programs. 🧵
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Eric and Wendy Schmidt Center @Schmidt_Center
🧠 New work by @Schmidt_Center postdoctoral fellow @EdJiayu with collaborators at @Columbia and @NYGenome introduces SONIC, a computational tool that finds #SpatialOmics patterns within tissue samples and compares them across tissues, no alignment needed: arxiv.org/pdf/2602.02825…
Jiayu Su @EdJiayu Oct 15
Our expanded preprint, SONIC, is out!

Spatial omics maps thousands of molecular patterns per sample. SONIC detects patterns amid noise and compares them across tissues, even when samples cannot be aligned.

arxiv.org/abs/2602.02825
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