Deep Learning of Speech Data for Early Detection of Alzheimer's Disease in the Elderly
K Ahn, M Cho, SW Kim, KE Lee, Y Song, S Yoo… - Bioengineering, 2023 - mdpi.com
Background: Alzheimer's disease (AD) is the most common form of dementia, which makes
the lives of patients and their families difficult for various reasons. Therefore, early detection …
the lives of patients and their families difficult for various reasons. Therefore, early detection …
Enhanced myocardial infarction identification in phonocardiogram signals using segmented feature extraction and transfer learning-based classification
S Mandala, SS Amini, AR Syaifullah… - IEEE …, 2023 - ieeexplore.ieee.org
Myocardial Infarction (MI), commonly known as a heart attack, is a type of cardiovascular
disease characterized by the death of heart muscle cells. This condition occurs due to the …
disease characterized by the death of heart muscle cells. This condition occurs due to the …
Myocardial infarction prediction using RNN deep learning algorithm on phonocardiogram signals
SS Amini, S Mandala… - 2023 11th International …, 2023 - ieeexplore.ieee.org
Myocardial Infarction (MI) is a cardiovascular disease characterized by the death of the heart
muscle. Blockage of blood vessels is one of the causes of myocardial infarction. MI causes …
muscle. Blockage of blood vessels is one of the causes of myocardial infarction. MI causes …
Multi-modal Vision-and-Language Analysis of Communication Deficits due to Alzheimer's Disease
Previous research has demonstrated that referential communication tasks (RCTs) can be
used to detect language deficits in people with Alzheimer's Disease (AD). This study carried …
used to detect language deficits in people with Alzheimer's Disease (AD). This study carried …
Uniting Cognitive Models and AI: Early Alzheimer's Screening through Language Analysis
Z Liu - 2024 - trace.tennessee.edu
Alzheimer's Disease (AD) and related dementias (PwADRD) often lead to memory issues,
language difficulties, and cognitive impairments. These symptoms can cause social …
language difficulties, and cognitive impairments. These symptoms can cause social …
Unveiling Key Features: A Comparative Study of Machine Learning Models for Alzheimer's Detection
C Bushnell - 2024 - digitalcommons.usu.edu
This thesis rigorously evaluates the application of an array of natural language processing
(NLP) techniques and machine learning models to identify linguistic signatures indicative of …
(NLP) techniques and machine learning models to identify linguistic signatures indicative of …