Abnormality detection and intelligent severity assessment of human chest computed tomography scans using deep learning: a case study on SARS-COV-2 assessment
Author:
Publisher
Springer Science and Business Media LLC
Subject
General Computer Science
Link
https://link.springer.com/content/pdf/10.1007/s12652-021-03282-x.pdf
Reference62 articles.
1. Ahmed KT, Irtaza A, Iqbal MA (2017) Fusion of local and global features for effective image extraction. Appl Intell 47:526–543. https://doi.org/10.1007/s10489-017-0916-1
2. Alafif T, Tehame AM, Bajaba S, Barnawi A, Zia S (2021) Machine and deep learning towards COVID-19 diagnosis and treatment: survey, challenges, and future directions. Int J Environ Res Public Health. https://doi.org/10.3390/ijerph18031117
3. Ardakani AA, Kanafi AR, Acharya UR, Khadem N, Mohammadi A (2020) Application of deep learning technique to manage COVID-19 in routine clinical practice using CT images: results of 10 convolutional neural networks. Comput Biol Med 121:103795. https://doi.org/10.1016/j.compbiomed.2020.103795
4. Bai HX et al (2020) Artificial intelligence augmentation of radiologist performance in distinguishing COVID-19 from pneumonia of other origin at chest CT. Radiology 296:E156–E165. https://doi.org/10.1148/radiol.2020201491
5. Bezdek JC, Ehrlich R, Full W (1984) FCM: the fuzzy c-means clustering algorithm. Comput Geosci 10:191–203. https://doi.org/10.1016/0098-3004(84)90020-7
Cited by 27 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. TL-LFF Net: transfer learning based lighter, faster, and frozen network for the detection of multi-scale mixed intracranial hemorrhages through genetic optimization algorithm;International Journal of Machine Learning and Cybernetics;2024-08-23
2. Leveraging Pretrained Models for Multimodal Medical Image Interpretation: An Exhaustive Experimental Analysis;2024-08-10
3. A novel soft computing based efficient feature selection approach for timely identification of COVID-19 infection using chest computed tomography images: a human centered intelligent clinical decision support system;Multimedia Tools and Applications;2024-06-12
4. Medtransnet: advanced gating transformer network for medical image classification;Machine Vision and Applications;2024-05-29
5. A Glimpse of 3D/2D Chest CT Feature Fusion;2024 International Conference on Machine Intelligence and Smart Innovation (ICMISI);2024-05-12
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