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funkycells - MaRDI portal

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funkycells (Q5983237)

From MaRDI portal





Functional Data Analysis for Multiplexed Cell Images
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funkycells
Functional Data Analysis for Multiplexed Cell Images

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    Compare variables of interest between (potentially large numbers of) spatial interactions and meta-variables. Spatial variables are summarized using K, or other, functions, and projected for use in a modified random forest model. The model allows comparison of functional and non-functional variables to each other and to noise, giving statistical significance to the results. Included are preparation, modeling, and interpreting tools along with example datasets, as described in VanderDoes et al., (2023) <doi:10.1101/2023.07.18.549619>.
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    9 August 2023
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    1.1.1
    9 August 2023
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