Using Ultrasound Image Augmentation and Ensemble Predictions to Prevent Machine-Learning Model Overfitting
Deep learning predictive models have the potential to simplify and automate medical imaging diagnostics by lowering the skill threshold for image interpretation. However, this requires predictive models that are generalized to handle subject variability as seen clinically. Here, we highlight methods...
Shranjeno v:
| Principais autores: | , , |
|---|---|
| Format: | Artigo |
| Jezik: | Inglês |
| Izdano: |
MDPI AG
2023-01-01
|
| Serija: | Diagnostics |
| Teme: | |
| Online dostop: | https://www.mdpi.com/2075-4418/13/3/417 |
| Oznake: |
Brez oznak, prvi označite!
|