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. Author manuscript; available in PMC: 2017 Apr 4.
Published in final edited form as: Med Image Comput Comput Assist Interv. 2016 Oct 2;9900:291–299. doi: 10.1007/978-3-319-46720-7_34

Table 1.

Comparison of classification performance by different methods.

Classification Task Method ACC (%) SEN (%) SPE (%)
AD vs NC graphic file with name nihms851136t1.jpg 89.1 ± 1.57 87.6 ± 2.02 90.5 ± 1.25
90.0 ± 1.03 89.1 ± 1.53 90.7 ± 1.28
88.0 ± 1.27 90.4 ± 1.59 85.8 ± 1.90
92.6 ± 0.65 92.2 ± 1.34 92.9 ± 1.37
MCI vs NC graphic file with name nihms851136t2.jpg 68.3 ± 1.95 78.8 ± 1.92 47.3 ± 3.16
72.6 ± 1.87 84.5 ± 1.70 48.9 ± 3.57
71.9 ±0.94 92.8 ±0.93 29.9 ± 2.31
78.6 ± 1.19 85.1 ± 2.18 65.4 ± 3.35
pMCI vs sMCI graphic file with name nihms851136t3.jpg 64.7 ± 1.39 41.5 ± 3.30 84.9 ± 3.20
67.5 ±2.79 57.6 ± 5.75 76.2 ± 5.42
67.7 ± 1.27 57.8 ± 2.85 76.5 ± 2.33
76.0 ± 1.19 75.6 ± 2.30 76.3 ± 3.00