Deep learning in radiology: An overview of the concepts and a survey of the state of the art with focus on MRI

Author:

Mazurowski Maciej A.123,Buda Mateusz1,Saha Ashirbani1ORCID,Bashir Mustafa R.14

Affiliation:

1. Department of RadiologyDuke University Durham North Carolina USA

2. Department of Electrical and Computer EngineeringDuke University Durham North Carolina USA

3. Duke Medical Physics ProgramDuke University Durham North Carolina USA

4. Center for Advanced Magnetic Resonance DevelopmentDuke University Durham North Carolina USA

Funder

National Institutes of Biomedical Imaging and Bioengineering

Publisher

Wiley

Subject

Radiology Nuclear Medicine and imaging

Reference125 articles.

1. A survey of deep neural network architectures and their applications

2. Imagenet classification with deep convolutional neural networks;Krizhevsky A;In: Adv Neural Inf Process Syst,2012

3. DodgeS KaramL.A study and comparison of human and deep learning recognition performance under visual distortions. arXiv Prepr arXiv1705024982017.

4. RajpurkarP IrvinJ ZhuK et al.CheXNet: Radiologist‐level pneumonia detection on chest x‐rays with deep learning. arXiv Prepr arXiv1711052252017.

5. HeK ZhangX RenS SunJ.Delving deep into rectifiers: Surpassing human‐level performance on imagenet classification. In: Proc IEEE Int Conf Comput Vis2015;1026–1034.

Cited by 299 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

同舟云学术

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