A Review of Alzheimer's Disease Detection from Spontaneous Speech and Text
MK Vrindha, V Geethu, PR Anurenjan… - 2023 International …, 2023 - ieeexplore.ieee.org
In the past decade, there has been a surge in research examining the use of voice and
speech analysis as a means of detecting neurodegenerative diseases such as Alzheimer's …
speech analysis as a means of detecting neurodegenerative diseases such as Alzheimer's …
[HTML][HTML] Classifying Alzheimer's disease using audio and text-based representations of speech
R Haulcy, J Glass - Frontiers in Psychology, 2021 - frontiersin.org
Alzheimer's Disease (AD) is a form of dementia that affects the memory, cognition, and motor
skills of patients. Extensive research has been done to develop accessible, cost-effective …
skills of patients. Extensive research has been done to develop accessible, cost-effective …
Detection of Alzheimer's disease through speech features and machine learning classifiers
AS Gulapalli, VK Mittal - … Systems: Selected Papers of WorldS4 2021 …, 2022 - Springer
The most common neurodegenerative disease identified in elderly people is Alzheimer's
disease (AD). In general, identification of Alzheimer's is carried out based on medical …
disease (AD). In general, identification of Alzheimer's is carried out based on medical …
Alzheimer's Disease Detection and Dataset Creation from Spontaneous Speech
E Akarsu, Z Huseynliz, B Bilgiç… - 2024 32nd Signal …, 2024 - ieeexplore.ieee.org
This study presents a novel approach for the diagnosis and prediction of the stages of
Alzheimer's disease. The aim of the study is to create a dataset for Alzheimer's disease …
Alzheimer's disease. The aim of the study is to create a dataset for Alzheimer's disease …
Evaluation of acoustic features for early diagnosis of Alzheimer disease
RB Ammar, YB Ayed - Intelligent Systems Design and Applications: 19th …, 2021 - Springer
Automatic diagnosis and monitoring of Alzheimer's Disease (AD) can have a significant
impact on society as well as the well-being of patients. It is known that Alzheimer's disease …
impact on society as well as the well-being of patients. It is known that Alzheimer's disease …
[HTML][HTML] Speech-and language-based classification of Alzheimer's disease: a systematic review
I Vigo, L Coelho, S Reis - Bioengineering, 2022 - mdpi.com
Background: Alzheimer's disease (AD) has paramount importance due to its rising
prevalence, the impact on the patient and society, and the related healthcare costs …
prevalence, the impact on the patient and society, and the related healthcare costs …
ML-Based Quantitative Analysis of Linguistic and Speech Features Relevant in Predicting Alzheimer's Disease
T Tripathi, R Kumar - ADCAIJ: Advances in Distributed Computing …, 2024 - revistas.usal.es
Alzheimer's disease (AD) is a severe neurological condition that affects numerous people
globally with detrimental consequences. Detecting AD early is crucial for prompt treatment …
globally with detrimental consequences. Detecting AD early is crucial for prompt treatment …
Natural language features for detection of Alzheimer's disease in conversational speech
A Khodabakhsh, S Kuşxuoğlu… - … on Biomedical and …, 2014 - ieeexplore.ieee.org
Automatic monitoring of the patients with Alzheimer's disease and diagnosis of the disease
in early stages can have a significant impact on the society. Here, we investigate an …
in early stages can have a significant impact on the society. Here, we investigate an …
Speech-based detection of multi-class Alzheimer's disease classification using machine learning
T Tripathi, R Kumar - International Journal of Data Science and Analytics, 2024 - Springer
Alzheimer's disease, a significant global health concern, necessitates early detection for
effective treatment and management. This research introduces an innovative method for …
effective treatment and management. This research introduces an innovative method for …
[HTML][HTML] Alzheimer's dementia speech (audio vs. text): Multi-modal machine learning at high vs. low resolution
Automated techniques to detect Alzheimer's Dementia through the use of audio recordings
of spontaneous speech are now available with varying degrees of reliability. Here, we …
of spontaneous speech are now available with varying degrees of reliability. Here, we …