A Long Short-Term Memory Based Framework for Early Detection of Mild Cognitive Impairment From EEG Signals
Author:
Affiliation:
1. Institute for Sustainable Industries & Liveable Cities, VU Research, Victoria University, Melbourne, VIC, Australia
Funder
Australian Research Council Linkage Project
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Artificial Intelligence,Computational Mathematics,Control and Optimization,Computer Science Applications
Link
http://xplorestaging.ieee.org/ielx7/7433297/10081151/09822957.pdf?arnumber=9822957
Reference43 articles.
1. World alzheimer report 2019: Attitudes to Dementia,2019
2. A novel multi-modal machine learning based approach for automatic classification of EEG recordings in dementia
3. The top 10 causes of death: World health organization;organization,2021
4. Mild Cognitive Impairment Classification using Hjorth Descriptor Based on EEG Signal
5. Automatic diagnosis of mild cognitive impairment using electroencephalogram spectral features;kashefpoor;Journal of medical signals and sensors,2016
Cited by 51 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. Alzheimer’s disease diagnosis from single and multimodal data using machine and deep learning models: Achievements and future directions;Expert Systems with Applications;2024-12
2. Integrated TSVM-TSK fusion for enhanced EEG-based epileptic seizure detection: Robust classifier with competitive learning;Biomedical Signal Processing and Control;2024-10
3. ERABiLNet: enhanced residual attention with bidirectional long short-term memory;Scientific Reports;2024-09-04
4. Metaheuristic optimized time–frequency features for enhancing Alzheimer’s disease identification;Biomedical Signal Processing and Control;2024-08
5. EEG-Based Detection of Mild Cognitive Impairment Using DWT-Based Features and Optimization Methods;Diagnostics;2024-07-26
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