Author

M. J. Mendez

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Cell Biology· 1

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Research Focus:cell signaling & trafficking· 1 Approach:deep learning· 1 Approach:statistical model· 1

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C. A. Lemmon· 1 shared E. M. Cherry· 1 shared M. J. Hoffman· 1 shared S. H. Weinberg· 1 shared

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2019-2019 · peak 1/yr

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1 shared paperCell Biology

C. A. Lemmon

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Cell BiologybioRxivJun 12, 2019

Cell fate forecasting: a data assimilation approach to predict epithelial-mesenchymal transition

M. J. Mendez, M. J. Hoffman, E. M. Cherry…·S. H. Weinberg

This paper demonstrates a data assimilation approach using an ensemble Kalman filter to predict epithelial-mesenchymal transition (EMT) state transitions by integrating noisy observations with a computational model of TGFβ-induced EMT.

DOI 10.1016/j.bpj.2019.11.1890

deep learningstatistical model

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