Učitavanje...

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...

Cijeli opis

Spremljeno u:
Bibliografski detalji
Izdano u:Sci Rep
Glavni autori: Bae, Hyun-Jin, Kim, Chang-Wook, Kim, Namju, Park, BeomHee, Kim, Namkug, Seo, Joon Beom, Lee, Sang Min
Format: Artigo
Jezik:Inglês
Izdano: Nature Publishing Group UK 2018
Teme:
Online pristup: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
Oznake: Dodaj oznaku
Bez oznaka, Budi prvi tko označuje ovaj zapis!