Author

Abdul-Bassit Fijabi

University of Michigan

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Developmental Biology· 1

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Research Focus:cell type annotation· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:spatial transcriptomics· 1 Approach:statistical model· 1

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Craig N. JohnsoniD· 1 shared David B. BrückneriD· 1 shared Emily FreeburneiD· 1 shared Hina Aftab KhaniD· 1 shared Idse HeemskerkiD· 1 shared Seth TeagueiD· 1 shared

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2026-2026 · peak 1/yr

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Craig N. JohnsonORCID

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Developmental BiologybioRxivPreprintMay 18, 2026

Interpretable decoding of cell fate from a snapshot of combinatorial signaling

Abdul-Bassit Fijabi, Seth Teague, Emily Freeburne…·Idse Heemskerk

The paper shows that a single snapshot of combinatorial signaling can predict cell fate in human embryonic patterning using Sig2Fate, a method combining immunofluorescence, information theory, and machine learning.

1 citation

humanspatial transcriptomics

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