Table 2.
Summary of the distribution of findings in training, validation, and test dataset as well as in the whole dataset. The numbers between the radiographs and the captions are different because multiple captions were allowed to a single image
Training dataset | Validation dataset | Test dataset | Whole data | |
---|---|---|---|---|
No finding | 799 (29.6%) | 172 (25.5%) | 7 (2.7%) | 978 (26.8%) |
Fracture | 771 (28.6%) | 163 (24.1%) | 55 (20.4%) | 989 (27.1%) |
Dislocation | 109 (4.4%) | 17 (2.5%) | 21 (7.8%) | 147 (4%) |
Calcification | 152 (5.6%) | 85 (12.6%) | 42 (15.6%) | 279 (7.7%) |
Endoprosthesis | 302 (11.1%) | 96 (14.2%) | 65 (24.2%) | 463 (12.7%) |
Osteosynthesis | 354 (13.1%) | 76 (11.3%) | 47 (17.5%) | 477 (13.1%) |
Osteoarthritis | 326 (12.1%) | 95 (14.1%) | 58 (21.6%) | 479 (13.1%) |