Convolutional Neural Networks
CheXNet
Introduced by Rajpurkar et al. in CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep LearningCheXNet is a 121-layer DenseNet trained on ChestX-ray14 for pneumonia detection.
Source: CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning
Papers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Classification | 2 | 10.00% |
| Specificity | 2 | 10.00% |
| Decision Making | 2 | 10.00% |
| Pneumonia Detection | 2 | 10.00% |
| Self-Supervised Learning | 1 | 5.00% |
| Multi-Label Classification | 1 | 5.00% |
| Out-of-Distribution Detection | 1 | 5.00% |
| General Classification | 1 | 5.00% |
| Thoracic Disease Classification | 1 | 5.00% |
DenseNet
