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PCA training is done using the first session images only.
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The importance of this knowledge base was reinforced by using the first didactic session of the academic year to provide a formal review of the materials.
The latter session was identical to the first, except that the trained sequence was the reverse of the one used in the first session (Figure 1, inset).
In the second session (day 2, 24 hours after session 1) and in the third session (day 3, 48 hours post-training) participants were tested in 4 successive blocks identical to the blocks used in the first session.
Note that we used only the first session for feature extraction.
The order of trials in the second session was different to that used in the first session, therefore participants could not predict what the target object would be.
The same protocol used in the first session was followed in the subsequent infusions, with a 3-month interval between each.
(In fact, agreement when form CMS-2728 indicates a catheter is slightly worse when the form also indicates presence of a maturing AVF or AVG, possibly reflecting instances of a catheter being used at the first session and an AVF or AVG having matured by the end of the month and thus appearing on the outpatient claim).
If crossover designed trials are included, we will only use data from the first session.
Subsequently two sessions were performed with a HFS used in the first, and a LFM used in the second session.
Therefore we carefully placed the EMG electrodes at the same part of the muscle between participants and test sessions by using the seventh cervical vertebrae and the acromion as reference points in accordance with SENIAM guidelines [ 36].
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