A Perlin Noise-Based Augmentation Strategy for Deep Learning with Small Data Samples of HRCT Images
Author:
Funder
Ministry of Education
Ministry of Trade Industry and Energy (South Korea), Kakao and Kakao Brain Corporations
Publisher
Springer Science and Business Media LLC
Subject
Multidisciplinary
Link
http://www.nature.com/articles/s41598-018-36047-2.pdf
Reference13 articles.
1. Bychkov, D. et al. Deep learning based tissue analysis predicts outcome in colorectal cancer. Sci Rep 8, 3395, https://doi.org/10.1038/s41598-018-21758-3 (2018).
2. Esteva, A. et al. Dermatologist-level classification of skin cancer with deep neural networks. Nature 542, 115–118, https://doi.org/10.1038/nature21056 (2017).
3. LeCun, Y., Bengio, Y. & Hinton, G. Deep learning. Nature 521, 436–444, https://doi.org/10.1038/nature14539 (2015).
4. Kim, G. B. et al. Comparison of Shallow and Deep Learning Methods on Classifying the Regional Pattern of Diffuse Lung Disease. J Digit Imaging, https://doi.org/10.1007/s10278-017-0028-9 (2017).
5. Perlin, K. An image synthesizer. SIGGRAPH Comput. Graph. 19, 287–296, https://doi.org/10.1145/325165.325247 (1985).
Cited by 49 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Multilevel saliency-guided self-supervised learning for image anomaly detection;Signal, Image and Video Processing;2024-06-18
2. Lung Cancer Detection Systems Applied to Medical Images: A State-of-the-Art Survey;Archives of Computational Methods in Engineering;2024-05-22
3. Sensor-based characterization of construction and demolition waste at high occupancy densities using synthetic training data and deep learning;Waste Management & Research: The Journal for a Sustainable Circular Economy;2024-02-22
4. A Novel Artificial Intelligence System for the Prediction of Interstitial Lung Diseases;SN Computer Science;2024-01-04
5. Automated Anomaly Detection for Surface Defects by Dual Generative Networks With Limited Training Data;IEEE Transactions on Industrial Informatics;2024-01
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3