A two-stage variable selection and classification approach for Parkinson’s disease detection by using voice recording replications
Author:
Publisher
Elsevier BV
Subject
Health Informatics,Computer Science Applications,Software
Reference56 articles.
1. Motor Speech Disorders: Substrates, Differential Diagnosis, and Management;Duffy,2005
2. Acoustic characteristics of Parkinsonian speech: a potential biomarker of early disease progression and treatment;Harel;J. Neurolinguistics,2004
3. Automatic Speech Signal Analysis for Clinical Diagnosis and Assessment of Speech Disorders;Baghai-Ravary,2013
4. Suitability of dysphonia measurements for telemonitoring of Parkinson’s disease;Little;IEEE Trans. Biomed. Eng.,2009
5. Novel speech signal processing algorithms for high-accuracy classification of Parkinson’s disease;Tsanas;IEEE Trans. Biomed. Eng.,2012
Cited by 78 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. Exploring the Relationships Between Antipsychotic Dosage and Voice Characteristics in Relation to Extrapyramidal Symptoms;Psychiatry Investigation;2024-08-25
2. Analyzing speech patterns for Parkinson’s diagnosis: Insights from ML models;2024 4th International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE);2024-05-14
3. A comparative study: prediction of parkinson’s disease using machine learning, deep learning and nature inspired algorithm;Multimedia Tools and Applications;2024-01-31
4. Parkinson’s disease detection based on features refinement through L1 regularized SVM and deep neural network;Scientific Reports;2024-01-16
5. Application of Mean-Variance Cloning Technique to Investigate the Comparative Performance Analysis of Classical Classifiers on Imbalance and Balanced Data;Lecture Notes in Networks and Systems;2024
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