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TABLE 3: 
Results of brain tumor classification by two TE (30 and 136) into four groups with linear discriminant analysis, evaluated with the leave-one-out method (in parenthesis are shown the tumors of each group according to the definitive diagnosis)
Short TE ClassificationLong TE ClassificationTotal
MENLGAAAGBM-MET
MEN28 (28 MEN)2 (1 AA, 1 GBM-MET)1 (1 MEN)6 (3 GBM-MET, 2 MEN, 1 LGA)37 (31 MEN, 4 GBM-MET, 1 AA, 1LGA)
LGA1 (1 MEN)8 (6 LGA, 2 AA)2 (1 AA, 1 GBM-MET)5 (2 AA, 1 LGA, 1 GBM-MET)16 (8 LGA, 5 AA, 2 GBM-MET, 1 MEN)
AA06 (2 LGA, 2 AA, 2 GBM-MET)8 (6 AA, 1 GBM-MET, 1 LGA)3 (2 GBM-MET, 1 AA)17 (9 AA, 5 GBM, 3 LGA)
GBM-MET6 (3 GBM-MET, 3 MEN)6 (6 GBM-MET)1 (1 GBM-MET)68 (65 GBM-MET, 2 MEN, 1 AA)81 (75 GBM-MET, 5 MEN, 1 AA)
Total35 (32 MEN, 3 GBM-MET)22 (9 GBM-MET, 8 LBA, 5 AA)12 (7 AA, 3 GBM-MET, 1 LGA, 1 MEN)82 (71 GBM-MET, 4 MEN, 3 LGA, 4 AA)151 (86 GBM-MET, 37 MEN, 16 AA, 12 LGA)
  • Note.—Classification accuracy of the whole tumor set into four groups was higher at short TE (123/151; .81 [.75–.88]) (tumors correctly classified/total of tumors; accuracy [95% confidence intervals]) than at long TE (118/151; .78 [.71–.85]). MEN indicates meningioma; LGA, low grade astrocytoma; AA, anaplastic astrocytoma; GBM-MET, glioblastoma-metastasis group.