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CRANhypergateMaRDI QIDQ140728

Machine Learning of Hyperrectangular Gating Strategies for High-Dimensional Cytometry

Etienne Becht

Last update: 16 January 2024

Copyright license: GNU General Public License, version 3.0

Software version identifier: 0.8.3, 0.7, 0.8.1, 0.8.4, 0.8, 0.8.5

Given a high-dimensional dataset that typically represents a cytometry dataset, and a subset of the datapoints, this algorithm outputs an hyperrectangle so that datapoints within the hyperrectangle best correspond to the specified subset. In essence, this allows the conversion of clustering algorithms' outputs to gating strategies outputs.





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