Table 2.
Label distributions of images in January to February, including TRAIN_PRI, VAL_EVAL, and VAL_PTEST
Dataset | Normal no. (%) | Abnormal no. (%) | Arthroplasty no. (%) | Total no. |
---|---|---|---|---|
TRAIN_PRI | 198 (23%) | 589 (69%) | 67 (8%) | 854 |
VAL_EVAL | 41 (20%) | 152 (73%) | 15 (7%) | 208 |
VAL_PTEST | 44 (21%) | 142 (68%) | 22 (11%) | 208 |
TRAIN_SECa | 1867 (28%) | 4282 (64%) | 507 (8%) | 6656 |
TEST | 151 (23%) | 457 (69%) | 51 (8%) | 659 |
aLabels in TRAIN_SEC were pseudo-labeled by the NLP model