Research Article
A Comparative Analysis of Machine Learning Algorithms to Predict Alzheimer’s Disease
Table 1
OASIS dataset of proposed machine learning system.
| Subject ID | MRI ID | Group | Visit | MR delay | M/F | Hand | Age | EDUC | SES | MMSE | CDR | eTIV | nWBV | ASF |
| OSA2_0001 | OSA2_0001_MR1 | Nondemented | 1 | 0 | M | R | 87 | 14 | 2.0 | 27.0 | 0.0 | 1987 | 0.696 | 0.883 | OSA2_0001 | OSA2_0001_MR2 | Nondemented | 2 | 457 | M | R | 88 | 14 | 2.0 | 30.0 | 0.0 | 2004 | 0.681 | 0.876 | OSA2_0002 | OSA2_0001_MR1 | Demented | 1 | 0 | M | R | 75 | 12 | NaN | 23.0 | 0.5 | 1678 | 0.736 | 1.046 | OSA2_0002 | OSA2_0001_MR2 | Demented | 2 | 560 | M | R | 76 | 12 | NaN | 28.0 | 0.5 | 1738 | 0.713 | 1.010 | OSA2_0002 | OSA2_0001_MR | Demented | 3 | 1895 | M | R | 80 | 12 | NaN | 22.0 | 0.5 | 1698 | 0.701 | 1.034 |
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