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Deep Learning and Machine Learning Architectures for Dementia Detection from Speech in Women

Ahlem Walha Amel Ksibi Mohammed Zakariah Manel Ayadi Tagrid Alshalali Oumaima Saidani Leila Jamel Nouf Abdullah Almujally

Computer Modeling in Engineering & Sciences2025，Vol.142Issue(3)：P.2959-3001,43.

Computer Modeling in Engineering & Sciences2025，Vol.142Issue(3)：P.2959-3001,43.DOI:10.32604/cmes.2025.060545

Deep Learning and Machine Learning Architectures for Dementia Detection from Speech in Women

Ahlem Walha ¹Amel Ksibi ²Mohammed Zakariah ³Manel Ayadi ²Tagrid Alshalali ²Oumaima Saidani ²Leila Jamel ²Nouf Abdullah Almujally²

作者信息

1. Department of Computer Science,College of Engineering in Al-Lith,Umm Al-Qura University,Makkah,24243,Saudi Arabia
2. Department of Information Systems,College of Computer and Information Sciences,Princess Nourah bint Abdulrahman University,Riyadh,11671,Saudi Arabia
3. Department of Computer Science,College of Computer and Information Science,King Saud University,Riyadh,11495,Saudi Arabia
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摘要

关键词

Dementia detection in women/Alzheimer’s disease/deep learning/machine learning/support vector machine/voting classifier

分类

信息技术与安全科学

引用本文复制引用

Ahlem Walha,Amel Ksibi,Mohammed Zakariah,Manel Ayadi,Tagrid Alshalali,Oumaima Saidani,Leila Jamel,Nouf Abdullah Almujally..Deep Learning and Machine Learning Architectures for Dementia Detection from Speech in Women[J].Computer Modeling in Engineering & Sciences,2025,142(3):P.2959-3001,43.

基金项目

funded by the Deanship of Scientific Research at Princess Nourah bint Abdulrahman University,through the Research Groups Program Grant No.(RGP-1444-0057). （RGP-1444-0057）

Computer Modeling in Engineering & Sciences

ISSN：1526-1492

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