Exact(1)
In such systems, the methods are evaluated on preselected EEG segments from each pattern category, thus the detection performance cannot directly be assessed and compared with our method in which the total recordings are used as input.
Similar(58)
In total, recordings from 33 patients were included to calculate correlation coefficients between the PASE and the Actigraph GT1M.
Thirty-three recordings (39% of total recordings) were obtained from sbtII sensilla.
Based on 40 single-sensillum recordings (47% of total recordings) made from sst-type sensilla, four functional classes, sst1 4 (Table 2, Fig. 4), were defined based on the cluster analysis (data not shown).
The total duration of recordings is 1133 min. Each context is represented by 8 to 14 recordings.
The total number of recordings is 510.
Of the total of 529 recordings, 223 (194 after auto activation [86.9%]) from 30 patients showed a rhythm abnormality.
The total number of recordings in the training data is 70,155, and 594 utterances are held out in order to provide a cross-validation set for DNN training.
In the following equations, TP means true positives (correctly detected items), FP means false positives (false alarms), FN means false negatives (items that were not detected), Nkw denotes the number of keywords in the vocabulary, Dur stands for the total duration of recordings, and Nrec is the number of words in the reference transcription that really appear in each audio recording.
Also, the total number of recordings selected for the Registry had been stated as 700.
For analysis, we used the first 100 regular breaths of tidal breathing during non-REM sleep from the total 10-min-recording, and excluded sighs and ten breaths before and after a sigh.
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