ROC curves for the four morphological parameters. a ROC curves were drawn for nuclear area (solid black line, AUROCā=ā0.689, 95% confidence interval (CI) 0.668ā0.710, pā<ā0.001), perimeter (dotted black line, AUROCā=ā0.695, 95% CI 0.674ā0.716, pā<ā0.001), radius ratio (solid gray line, AUROCā=ā0.607, 95% CI 0.585ā0.629, pā<ā0.001), and roundness (dotted gray line, AUROCā=ā0.619, 95% CI 0.598ā0.640, pā<ā0.001). b ROC curves were drawn for the fraction of lymphocytes with small nuclei (solid black line, AUROCā=ā0.824, 95% CI 0.717ā0.932, pā<ā0.001), short nuclear perimeters (dotted black line, AUROCā=ā0.856, 95% CI 0.749ā0.964, pā<ā0.001), low nuclear radius ratios (solid gray line, AUROCā=ā0.870, 95% CI 0.775ā0.965, pā<ā0.001), and increased nuclear roundness (dotted gray line, AUROCā=ā0.871, 95% CI 0.778ā0.964, pā<ā0.001). (c) ROC curves were drawn for the fraction of lymphocytes with small nuclear areas and low radius ratios (solid black line, AUROCā=ā0.892, 95% CI 0.783ā1.000, pā<ā0.001), with small nuclear areas and increased roundness (dotted black line, AUROCā=ā0.904, 95% CI 0.819ā0.989, pā<ā0.001), with short nuclear perimeters and low radius ratios (solid gray line, AUROCā=ā0.894, 95% CI 0.784ā1.000, pā<ā0.001), and with short nuclear perimeters and increased roundness (dotted gray line, AUROCā=ā0.890, 95% CI 0.790ā0.990, pā<ā0.001). ROC, receiver operating characteristic; AUROC: area under the ROC curve