A simple implementation of CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning
| Pathology | AUROC |
|---|---|
| Atelectasis | 0.8321 |
| Cardiomegaly | 0.9107 |
| Effusion | 0.8860 |
| Infiltration | 0.7145 |
| Mass | 0.8653 |
| Nodule | 0.8037 |
| Pneumonia | 0.7655 |
| Pneumothorax | 0.8857 |
| Consolidation | 0.8157 |
| Edema | 0.9017 |
| Emphysema | 0.9422 |
| Fibrosis | 0.8523 |
| P.T. | 0.7948 |
| Hernia | 0.9416 |