[HTML][HTML] Predicting mild cognitive impairment from spontaneous spoken utterances
Abstract Introduction Trials in Alzheimer's disease are increasingly focusing on prevention in
asymptomatic individuals. We hypothesized that indicators of mild cognitive impairment …
asymptomatic individuals. We hypothesized that indicators of mild cognitive impairment …
Correlating natural language processing and automated speech analysis with clinician assessment to quantify speech-language changes in mild cognitive impairment …
Background Language impairment is an important marker of neurodegenerative disorders.
Despite this, there is no universal system of terminology used to describe these impairments …
Despite this, there is no universal system of terminology used to describe these impairments …
Automated detection of mild cognitive impairment and dementia from voice recordings: a natural language processing approach
Introduction Automated computational assessment of neuropsychological tests would
enable widespread, cost‐effective screening for dementia. Methods A novel natural …
enable widespread, cost‐effective screening for dementia. Methods A novel natural …
Vocabulary size in speech may be an early indicator of cognitive impairment
E Aramaki, S Shikata, M Miyabe, A Kinoshita - PloS one, 2016 - journals.plos.org
Little is known about the relationship between mild cognitive impairment (MCI) and changes
to language abilities. Here, we used the revised Hasegawa Dementia Scale (HDS-R) to …
to language abilities. Here, we used the revised Hasegawa Dementia Scale (HDS-R) to …
Declines in connected language are associated with very early mild cognitive impairment: Results from the Wisconsin Registry for Alzheimer's Prevention
KD Mueller, RL Koscik, BP Hermann… - Frontiers in Aging …, 2018 - frontiersin.org
Changes to everyday spoken language (“connected language”) are evident in persons with
AD dementia, yet little is known about when these changes are first detectable on the …
AD dementia, yet little is known about when these changes are first detectable on the …
Using automatic assessment of speech production to predict current and future cognitive function in older adults
Neurodegenerative conditions like Alzheimer disease affect millions and have no known
cure, making early detection important. In addition to memory impairments, dementia causes …
cure, making early detection important. In addition to memory impairments, dementia causes …
[HTML][HTML] A finer-grained linguistic profile of Alzheimer's disease and mild cognitive impairment
Linguistic measures in spontaneous speech have shown promise in the early detection of
Alzheimer's disease (AD), but it remains unknown which specific linguistic variables show …
Alzheimer's disease (AD), but it remains unknown which specific linguistic variables show …
Complex discourse production in mild cognitive impairment: detecting subtle changes
VB Fleming, JL Harris - Aphasiology, 2008 - Taylor & Francis
Background: Mild cognitive impairment (MCI) is characterised by memory impairment that is
greater than would be expected for an individual's age and educational background …
greater than would be expected for an individual's age and educational background …
A speech recognition-based solution for the automatic detection of mild cognitive impairment from spontaneous speech
L Tóth, I Hoffmann, G Gosztolya… - Current Alzheimer …, 2018 - ingentaconnect.com
Background: Even today the reliable diagnosis of the prodromal stages of Alzheimer's
disease (AD) remains a great challenge. Our research focuses on the earliest detectable …
disease (AD) remains a great challenge. Our research focuses on the earliest detectable …
Spoken language derived measures for detecting mild cognitive impairment
B Roark, M Mitchell, JP Hosom… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
Spoken responses produced by subjects during neuropsychological exams can provide
diagnostic markers beyond exam performance. In particular, characteristics of the spoken …
diagnostic markers beyond exam performance. In particular, characteristics of the spoken …
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