Wird geladen...
A Perlin Noise-Based Augmentation Strategy for Deep Learning with Small Data Samples of HRCT Images
Deep learning is now widely used as an efficient tool for medical image classification and segmentation. However, conventional machine learning techniques are still more accurate than deep learning when only a small dataset is available. In this study, we present a general data augmentation strategy...
Gespeichert in:
| Veröffentlicht in: | Sci Rep |
|---|---|
| Hauptverfasser: | , , , , , , |
| Format: | Artigo |
| Sprache: | Inglês |
| Veröffentlicht: |
Nature Publishing Group UK
2018
|
| Schlagworte: | |
| Online Zugang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6283833/ https://ncbi.nlm.nih.gov/pubmed/30523268 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-018-36047-2 |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|