Voice quality and speech fluency distinguish individuals with mild cognitive impairment from healthy controls
C Themistocleous, M Eckerström, D Kokkinakis - Plos one, 2020 - journals.plos.org
Mild Cognitive Impairment (MCI) is a syndrome characterized by cognitive decline greater
than expected for an individual's age and education level. This study aims to determine …
than expected for an individual's age and education level. This study aims to determine …
An automatic Alzheimer's disease classifier based on spontaneous spoken English
Abstract According to the World Health Organization, the number of people suffering from
dementia worldwide will grow to 150 million by mid-century, and Alzheimer's disease is the …
dementia worldwide will grow to 150 million by mid-century, and Alzheimer's disease is the …
Automatic speech classifier for mild cognitive impairment and early dementia
The World Health Organization estimates that 50 million people are currently living with
dementia worldwide and this figure will almost triple by 2050. Current pharmacological …
dementia worldwide and this figure will almost triple by 2050. Current pharmacological …
[HTML][HTML] Biometric data and machine learning methods in the diagnosis and monitoring of neurodegenerative diseases: a review
IA Hodashinsky, KS Sarin, MB Bardamova… - Computer …, 2022 - computeroptics.ru
A review of noninvasive biometric methods for detecting and predicting neurodegenerative
diseases is presented. An analysis of various modalities used to diagnose and monitor …
diseases is presented. An analysis of various modalities used to diagnose and monitor …
Multi-modal feature selection with feature correlation and feature structure fusion for MCI and AD classification
Z Jiao, S Chen, H Shi, J Xu - Brain Sciences, 2022 - mdpi.com
Feature selection for multiple types of data has been widely applied in mild cognitive
impairment (MCI) and Alzheimer's disease (AD) classification research. Combining multi …
impairment (MCI) and Alzheimer's disease (AD) classification research. Combining multi …
Part of speech production in patients with primary progressive aphasia: An analysis based on natural language processing
C Themistocleous, K Webster, A Afthinos… - American journal of …, 2021 - ASHA
Background Primary progressive aphasia (PPA) is a neurodegenerative disorder
characterized by a progressive decline of language functions. Its symptoms are grouped into …
characterized by a progressive decline of language functions. Its symptoms are grouped into …
Automatic subtyping of individuals with primary progressive aphasia
C Themistocleous, B Ficek, K Webster… - Journal of …, 2021 - content.iospress.com
Background: The classification of patients with primary progressive aphasia (PPA) into
variants is time-consuming, costly, and requires combined expertise by clinical neurologists …
variants is time-consuming, costly, and requires combined expertise by clinical neurologists …
Multilingual prediction of Alzheimer's disease through domain adaptation and concept-based language modelling
There is growing evidence that changes in speech and language may be early markers of
dementia, but much of the previous NLP work in this area has been limited by the size of the …
dementia, but much of the previous NLP work in this area has been limited by the size of the …
[HTML][HTML] Биометрические данные и методы машинного обучения в диагностике и мониторинге нейродегенеративных заболеваний: обзор
Представлен обзор неинвазивных биометрических методов выявления и
прогнозирования развития нейродегенеративных заболеваний. Дан анализ различных …
прогнозирования развития нейродегенеративных заболеваний. Дан анализ различных …
Cognitive assessment of Japanese older adults with text data augmentation
T Igarashi, M Nihei - Healthcare, 2022 - mdpi.com
Current medical science has not yet found a cure for dementia. The most important
measures to combat dementia are to detect the tendency toward cognitive decline as early …
measures to combat dementia are to detect the tendency toward cognitive decline as early …