Table 4 Diagnostic performance of 157 dermatologists by MClass-D dataset.
Subset of dermatologists | AUC | SEN | SPE |
|---|---|---|---|
All participants (n = 157) | 67.1 | 74.1 | 60.0 |
University hospital (n \(=\) 151) | 66.9 | 74.0 | 59.8 |
Private practice (resident) (n \(=\) 6) | 71.3 | 76.7 | 65.8 |
Position in hospital hierarchy | |||
Junior physicians (n \(=\) 88) | 66.5 | 74.8 | 58.2 |
Attendings (n \(=\) 15) | 66.4 | 72.7 | 60.0 |
Senior physicians (n \(=\) 45) | 67.7 | 73.0 | 62.3 |
Chief physicians (n \(=\) 3) | 71.3 | 73.3 | 69.2 |
Practical experience (pe) | |||
pe \(\leqslant \) 2 years (n \(=\) 46) | 66.2 | 76.0 | 56.5 |
2 years < pe \(\leqslant \) 4 years (n \(=\) 37) | 66.4 | 73.8 | 59.1 |
4 years < pe \(\leqslant \) 12 years (n \(=\) 32) | 67.9 | 73.3 | 62.5 |
pe > 12 years (n \(=\) 42) | 67.9 | 73.0 | 62.8 |
