[HTML][HTML] Artificial intelligence, speech, and language processing approaches to monitoring Alzheimer's disease: a systematic review
S De la Fuente Garcia, CW Ritchie… - Journal of Alzheimer's …, 2020 - content.iospress.com
Background: Language is a valuable source of clinical information in Alzheimer's disease,
as it declines concurrently with neurodegeneration. Consequently, speech and language …
as it declines concurrently with neurodegeneration. Consequently, speech and language …
Dementia care frameworks and assistive technologies for their implementation: a review
L Koumakis, C Chatzaki, E Kazantzaki… - IEEE reviews in …, 2019 - ieeexplore.ieee.org
In this review, we focus on the various integrated care models that have been applied for the
management of dementia patients. We explore the different types of assistive technologies …
management of dementia patients. We explore the different types of assistive technologies …
Development of digital voice biomarkers and associations with cognition, cerebrospinal biomarkers, and neural representation in early Alzheimer's disease
Introduction Advances in natural language processing (NLP), speech recognition, and
machine learning (ML) allow the exploration of linguistic and acoustic changes previously …
machine learning (ML) allow the exploration of linguistic and acoustic changes previously …
Natural language processing techniques for studying language in pathological ageing: A scoping review
G Gagliardi - … Journal of Language & Communication Disorders, 2024 - Wiley Online Library
Background In the past few years there has been a growing interest in the employment of
verbal productions as digital biomarkers, namely objective, quantifiable behavioural data …
verbal productions as digital biomarkers, namely objective, quantifiable behavioural data …
[HTML][HTML] Talk2Me: Automated linguistic data collection for personal assessment
Language is one the earliest capacities affected by cognitive change. To monitor that
change longitudinally, we have developed a web portal for remote linguistic data …
change longitudinally, we have developed a web portal for remote linguistic data …
[HTML][HTML] Machine Learning Approaches for Dementia Detection Through Speech and Gait Analysis: A Systematic Literature Review
M Al-Hammadi, H Fleyeh, AC Åberg… - Journal of …, 2024 - content.iospress.com
Background: Dementia is a general term for several progressive neurodegenerative
disorders including Alzheimer's disease. Timely and accurate detection is crucial for early …
disorders including Alzheimer's disease. Timely and accurate detection is crucial for early …
[HTML][HTML] Mild cognitive impairment prediction based on multi-stream convolutional neural networks
CC Lee, HHH Chau, HL Wang… - BMC …, 2021 - bmcbioinformatics.biomedcentral …
Mild cognitive impairment (MCI) is the transition stage between the cognitive decline
expected in normal aging and more severe cognitive decline such as dementia. The early …
expected in normal aging and more severe cognitive decline such as dementia. The early …
Audio Analysis for Early Diagnosis of Alzheimer's Disease: A Study on Fisher's Linear Discriminant and Mel-Frequency Cepstral Coefficients
AK Sahwal, M Singh, N Kumari, K Murari… - … Conference on Recent …, 2023 - Springer
Millions of people throughout the world are afflicted by the widespread neurodegenerative
ailment known as Alzheimer's disease. Effective treatment and management of the condition …
ailment known as Alzheimer's disease. Effective treatment and management of the condition …
Using Machine Learning to Detect Speech Characteristics of People with ALS
R Jansson, L Johnson - 2024 - diva-portal.org
Denna studie använder maskininlärning (ML) för att analysera talet hos personer
diagnostiserade med Amyotrofisk Lateralskleros (ALS) och lyfter de socio-ekonomiska …
diagnostiserade med Amyotrofisk Lateralskleros (ALS) och lyfter de socio-ekonomiska …
Generalizable Depression Detection and Severity Prediction Using Articulatory Representations of Speech
N Seneviratne - 2022 - search.proquest.com
Abstract Major Depressive Disorder (MDD) is a mental health disorder that has taken a
massive toll on society both socially and financially. Timely diagnosis of MDD is extremely …
massive toll on society both socially and financially. Timely diagnosis of MDD is extremely …