no code implementations • 15 Jun 2021 • Xiaoqiao Chen, Sisi Chen, Matt Thomson
Here, we introduce an active learning method (ActiveSVM) that identifies minimal but highly-informative gene sets that enable the identification of cell-types, physiological states, and genetic perturbations in single-cell data using a small number of genes.
1 code implementation • 27 Dec 2018 • Xiaoqiao Chen, Qingyi Zhang, Manhui Lin, Guangyi Yang, Chu He
In the frequency domain, the two-dimensional entropy and the mutual information of the filtered sub-band images are computed as the feature set of the input color image.