Table 4 Distribution of PE patients following an 80/20 training/testing split that is further divided by the number of videos and frames used in the training, validation, and test sets
From: Automatic deep learning-based pleural effusion segmentation in lung ultrasound images
Set Type | # Patients | # Videos | # Frames | ||||
|---|---|---|---|---|---|---|---|
Training | 16 | 31 | 1831 | ||||
RANT | RPL | LPL | RANT | RPL | LPL | ||
1 | 12 | 18 | 60 | 720 | 1051 | ||
Validation | 3 | 10 | 610 | ||||
RANT | RPL | LPL | RANT | RPL | LPL | ||
0 | 1 | 9 | 0 | 60 | 550 | ||
Testing | 5 | 10 | 600 | ||||
RANT | RPL | LPL | RANT | RPL | LPL | ||
0 | 6 | 4 | 0 | 360 | 240 | ||