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. Author manuscript; available in PMC: 2014 Jul 24.
Published in final edited form as: Med Image Comput Comput Assist Interv. 2013;16(0 1):308–315. doi: 10.1007/978-3-642-40811-3_39

Table 1.

Classification performance of all comparison methods. ACC, SEN, SPE stand for the accuracy, sensitivity, and specificity, respectively.

Method AD vs. NC MCI vs. NC
ACC (%) SEN (%) SPE (%) AUC ACC (%) SEN (%) SPE (%) AUC
STMM 91.02 89.02 92.88 0.9655 72.08 75.56 65.38 0.7826
STSS 88.25 84.91 91.54 0.9004 71.41 77.78 59.23 0.7575
JSMM 91.10 91.57 90.58 0.9584 73.54 81.01 59.23 0.7706
Proposed 94.37 94.71 94.04 0.9724 78.80 84.85 67.06 0.8284