Author

Mary Margaret Coons

Stanford University

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Research Focus:perturbation response prediction· 1 Assay:scRNA-seq· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Abhinav AdduriiD· 1 shared Alexander DobiniD· 1 shared Chiara Ricci-TamiD· 1 shared Christopher Carpenter· 1 shared Courtney KernickiD· 1 shared Dave P. Burke· 1 shared Dhruv Gautam· 1 shared Lujing Wu· 1 shared

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2026-2026 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Abhinav AdduriORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJun 8, 2026

Stack: In-Context Learning of Single-Cell Biology

Mingze Dong, Abhinav Adduri, Dhruv Gautam…·Yusuf Roohani

SO_SCPLOWTACKC_SCPLOW is a foundation model trained on human single-cell data that enables in-context learning for predicting perturbation effects without fine-tuning.

13 citations

humanscRNA-seq

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