Table 1 Detection measurements for the top two configurations.

From: Non-invasive identification of swallows via deep learning in high resolution cervical auscultation recordings

Overlap Ratio

Property

Single Swallows

Multiple & Sequential Swallows

800 (200 msec)

900 (225 msec)

900 (225 msec)

1000 (250 msec)

2 SD below Average

Detected Swallows

100%

98.8%

96.5%

96.4%

Average Duration (msec)

1461 ± 499.5

1564 ± 472.9

1335 ± 893.8

1474.1 ± 956.1

1 SD below Average

Detected Swallows

100%

97.7%

94.5%

95.3%

Average Duration (msec)

1504.1 ± 465.7

1599.2 ± 452.3

1382.2 ± 631.6

1495.6 ± 644.2

90%

Detected Swallows

98.3%

90.8%

93.4%

94.2%

Average Duration (msec)

1495.2 ± 355.9

1580.6 ± 270.4

1392 ± 625.8

1475.4 ± 366.5

95%

Detected Swallows

98.3%

90.8%

93.1%

94.2%

Average Duration (msec)

1495.2 ± 355.9

1580.6 ± 270.4

1391.6 ± 625

1475.4 ± 366.5