a) Workflow for the neural network classifier. b) Heatmap depicting the comparison between the true (y-axis) and the predicted (x-axis) cluster assignments on the test data. Microglia that were assigned correctly are lying on the diagonal. The color-coding indicates the ratio between the number of microglia in a given cell divided by the sum of all cells in this row. Absolute numbers are provided in each cell.