A study on the suitability of different pooling operators for Convolutional Neural Networks in the prediction of COVID-19 through chest x-ray image analysis

Author:

Rodriguez-Martinez IosuORCID,Ursua-Medrano PabloORCID,Fernandez Javier,Takáč Zdenko,Bustince HumbertoORCID

Funder

Vedecká Grantová Agentúra MŠVVaŠ SR a SAV

Slovak Academic Information Agency

Universidad Pública de Navarra

Gobierno de Navarra

Gobierno de España Ministerio de Ciencia e Innovación

Ministerio de Ciencia e Innovación

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference37 articles.

1. Lung pattern classification for interstitial lung diseases using a deep convolutional neural network;Anthimopoulos;IEEE Transactions on Medical Imaging,2016

2. Heart failure and COVID-19;Bader;Heart failure reviews,2021

3. Segnet: A deep convolutional encoder-decoder architecture for image segmentation;Badrinarayanan;IEEE Transactions on Pattern Analysis and Machine Intelligence,2017

4. Sugeno integral generalization applied to improve adaptive image binarization;Bardozzo;Information Fusion,2021

5. A practical guide to averaging functions;Beliakov,2016

Cited by 4 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. Multi-layer adaptive spatial-temporal feature fusion network for efficient food image recognition;Expert Systems with Applications;2024-12

2. Covid-19 Classification using Fine-tuned EfficientNet Architecture;2024 IEEE 9th International Conference for Convergence in Technology (I2CT);2024-04-05

3. Automation of the Labeling Process Using an Image Classification Model Using Convolutional Neural Networks;Journal of Advances in Information Technology;2024

4. Prediction of Lung Infections with Deep Learning Techniques: A Systematic Review;2023 3rd International Conference on Innovative Mechanisms for Industry Applications (ICIMIA);2023-12-21

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