Cargando...
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...
Guardado en:
| Publicado en: | Sci Rep |
|---|---|
| Autores principales: | , , , , , , |
| Formato: | Artigo |
| Lenguaje: | Inglês |
| Publicado: |
Nature Publishing Group UK
2018
|
| Materias: | |
| Acceso en línea: | 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 |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|