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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...
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| Publicat a: | Sci Rep |
|---|---|
| Autors principals: | , , , , , , |
| Format: | Artigo |
| Idioma: | Inglês |
| Publicat: |
Nature Publishing Group UK
2018
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| Matèries: | |
| Accés en línia: | 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 |
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