TABLE 1.
Data Information. The table contains information about the dataset such as the number of datasets, the division ratio of the training validation test data, the features corresponding to the positive data and their number (Multiple features may exist for the same instance of data), the features corresponding to the negative data and their number (Multiple features may exist for the same instance of data) as well as the image resolution, the type of ultrasound probe used, the frame rate of the video, and the device information.
Clips label | Class | Training data (Train and Val) | Holdout data (Test) | ||
---|---|---|---|---|---|
Number of clips | Negative | 379 (train) | 127 (val) | 127(Test) | |
Positive | 113 (Train) | 38(Val) | 37(Test) | ||
Number of features (There is a crossover of features) | Negative | B-line | Lung sliding | Lung pulse | Lung consolidation |
22 | 573 | 70 | 41 | ||
Positive | A-line | Lung point | No Lung sliding or pulse | No lung consolidation | |
136 | 53 | 161 | 1 | ||
Duration of data clips | All data segments have a duration of 5 s | ||||
Total frames per clip | MAX: 62 frames * 5 s; MIN: 16 frames * 5 s | ||||
Resolution (of a frame) | 800*600; 1,200*900; 1960*910 | ||||
Transducers | Curved and Linear | ||||
Machine Vendors | Mindray |