Table 4. Pseudocode of proposed method.
Algorithm: proposed method | |
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Step A | Input the ground-truth imaging data together with their labels. |
Step B | Co-registration to Talairach Coordinate by Rigid Registration. |
Step C | Pick up the key-slices by ICV (more than half of maximum), with 10× undersampling factor. |
Step D | Produce displacement field for each key slice for each subject. |
Step E | Submit the displacement field to the classifiers. |
Step F | Report the classification performance based on a 50×10-fold cross validation. |
Step G | Report the AD-related regions with the points whose displacement magnitude is larger than five. |