Fig. 1
From: A cell-level quality control workflow for high-throughput image analysis
Schematic diagram of QC workflow. a A phenotype sampler to collect images that retain phenotypic variety. Grouped by their phenotypes, sampled images provide representative cells to train one one-class SVM per phenotype. (Dashed inset in (i) expanded in (ii-iv)). b A set of one-class SVMs to identify artifacts from each image. (‘!’ denotes a phenotype is excluded through visual inspection.) In all cell QC masks, artifacts are marked in green and good quality cells are labeled in blue, with the percentage of artifacts listed in white