Classification of CT Scan Images of Lungs Using Deep Convolutional Neural Network with External Shape-Based Features

Author:

Srivastava VarunORCID,Purwar Ravindra Kr.

Publisher

Springer Science and Business Media LLC

Subject

Computer Science Applications,Radiology, Nuclear Medicine and imaging,Radiological and Ultrasound Technology

Reference29 articles.

1. Siegel RL, Miller KD, Jemal A: Cancer statistics, 2016. CA: a cancer journal for clinicians 66(1):7–30, 2016

2. De Azevedo-Marques, Paulo Mazzoncini, Arianna Mencattini, Marcello Salmeri, and Rangaraj M. Rangayyan, eds. "Medical Image Analysis and Informatics: Computer-Aided Diagnosis and Therapy.", CRC Press, Taylor and Francis, 2017.

3. Purwar RK, Srivastava V: Recent advancements in detection of cancer using various soft computing techniques for MR images, in Progress of Advanced Computing and Intelligent Engineering. Singapore: Springer, 2018, pp. 99–108

4. Sluimer I, Schilham A, Prokop M, Van Ginneken B: Computer analysis of computed tomography scans of the lung: A survey. IEEE transactions on medical imaging 25(4):385–405, 2006

5. Coppini G, Miniati M, Paterni M, Monti S, Ferdeghini EM: Computer-aided diagnosis of emphysema in COPD patients: Neural-network-based analysis of lung shape in digital chest radiographs. Medical engineering and physics 29(1):76–86, 2007

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