A deep transfer learning model with classical data augmentation and CGAN to detect COVID-19 from chest CT radiography digital images
Author:
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence,Software
Link
https://link.springer.com/content/pdf/10.1007/s00521-020-05437-x.pdf
Reference45 articles.
1. Chang L, Yan Y, Wang L (2020) Coronavirus disease 2019: coronaviruses and blood safety. Transfus Med Rev. https://doi.org/10.1016/j.tmrv.2020.02.003
2. Singhal T (2020) A review of coronavirus disease-2019 (COVID-19). Indian J Pediatr 87(4):281–286. https://doi.org/10.1007/s12098-020-03263-6
3. Lai C-C, Shih T-P, Ko W-C, Tang H-J, Hsueh P-R (2020) Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and coronavirus disease-2019 (COVID-19): the epidemic and the challenges. Int J Antimicrob Agents 55(3):105924. https://doi.org/10.1016/j.ijantimicag.2020.105924
4. Li J et al (2020) Game consumption and the 2019 novel coronavirus. Lancet Infect Dis 20(3):275–276. https://doi.org/10.1016/S1473-3099(20)30063-3
5. Sharfstein JM, Becker SJ, Mello MM (2020) Diagnostic testing for the novel coronavirus. JAMA. https://doi.org/10.1001/jama.2020.3864
Cited by 197 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. Enhancing classification of lung diseases by optimizing training hyperparameters of the deep learning network;Multimedia Tools and Applications;2024-09-09
2. Masked autoencoder: influence of self-supervised pretraining on object segmentation in industrial images;Industrial Artificial Intelligence;2024-08-23
3. LitefusionNet: Boosting the performance for medical image classification with an intelligent and lightweight feature fusion network;Journal of Computational Science;2024-08
4. ETSVF-COVID19: efficient two-stage voting framework for COVID-19 detection;Neural Computing and Applications;2024-07-24
5. Enhancing recognition performance of vortex arrays through conditional generative adversarial network-based data augmentation;Optical Engineering;2024-05-31
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