Enhancing Schizophrenia Prediction Using Class Balancing and SHAP Explainability Techniques on EEG Data
Author:
Affiliation:
1. University of Talca,PhD in Engineering Systems,Curicó,Chile
2. Universidad de Talca,Faculty of Engineering,Department of Computer Science,Curicó,Chile
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10179008/10178988/10179002.pdf?arnumber=10179002
Reference21 articles.
1. Improved Multiclassification of Schizophrenia Based on Xgboost and Information Fusion for Small Datasets
2. Emotion Recognition of EEG Signals Based on the Ensemble Learning Method: AdaBoost
3. Diagnostic value of structural and diffusion imaging measures in schizophrenia
4. Improved individualized prediction of schizophrenia in subjects at familial high risk, based on neuroanatomical data, schizotypal and neurocognitive features
5. Gray matter volume drives the brain age gap in schizophrenia: a SHAP study
Cited by 2 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. An interpretable schizophrenia diagnosis framework using machine learning and explainable artificial intelligence;Systems Science & Control Engineering;2024-06-27
2. A Novel Approach for Classification of Proneness of Schizophrenia in Patients using Ensemble Machine Learning Techniques and LIME;2024 4th International Conference on Pervasive Computing and Social Networking (ICPCSN);2024-05-03
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