Table 2. Proportion of “true-pattern” samples in the records used to create the validation data subset.
Pattern | Complete Record | Truncated, Validation Record | p-value |
---|---|---|---|
SYB | 0.73 [0.08] | 0.75 [0.06] | 0.13 |
ASB | 0.03 [0.05] | 0.02 [0.05] | 0.13 |
SIH | 0.01 [0.00] | 0.01 [0.00] | 0.28 |
PAU | 0.02 [0.03] | 0.02 [0.02] | 0.25 |
MVT | 0.12 [0.03] | 0.12 [0.06] | 0.15 |
UNK | 0.08 [0.04] | 0.08 [0.04] | 0.39 |
Results presented as median [interquartile range]. SYB = synchronous-breathing, ASB = asynchronous-breathing, SIH = sigh, PAU = respiratory pause, MVT = movement artifact, UNK = unknown. The library of “true-pattern” segments was created from remaining data and comprised 16,285 segments.