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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...

Täydet tiedot

Tallennettuna:
Bibliografiset tiedot
Julkaisussa:Sci Rep
Päätekijät: Bae, Hyun-Jin, Kim, Chang-Wook, Kim, Namju, Park, BeomHee, Kim, Namkug, Seo, Joon Beom, Lee, Sang Min
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: Nature Publishing Group UK 2018
Aiheet:
Linkit: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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