Classification and regression tree with leave-one-out cross-validation for cancer-free lung tissue, adenocarcinoma (AdCa), squamous cell carcinoma (SqCC), and small cell cancer of the lung (SCLC).
Beate Pesch
Swaantje Casjens
Ingo Stricker
Daniela Westerwick
Dirk Taeger
Sylvia Rabstein
Thorsten Wiethege
Andrea Tannapfel
Thomas Brüning
Georg Johnen
10.1371/journal.pone.0045305.g001
https://plos.figshare.com/articles/figure/_Classification_and_regression_tree_with_leave_one_out_cross_validation_for_cancer_free_lung_tissue_adenocarcinoma_AdCa_squamous_cell_carcinoma_SqCC_and_small_cell_cancer_of_the_lung_SCLC_/246356
<p>using immunohistochemical scores of 22 candidate proteins in 146 tissue samples from uranium miners. Staining of mucin 1 (MUC1) in the membrane, hypoxia-inducible factor 1 α (HIF1A) in the cytoplasm, and NK2 homeobox 1 (NKX2-1) in the nucleus resulted in a three-protein classifier with a failure rate of 11.0%.</p>
2012-09-17 01:45:56
regression
leave-one-out
cross-validation
cancer-free
adenocarcinoma
squamous
carcinoma
cancer