[PDF][PDF] Aided diagnosis of dementia type through computer-based analysis of spontaneous speech
W Jarrold, B Peintner, D Wilkins, D Vergryi… - Proceedings of the …, 2014 - aclanthology.org
This pilot study evaluates the ability of machined learned algorithms to assist with the
differential diagnosis of dementia subtypes based on brief (< 10 min) spontaneous speech …
differential diagnosis of dementia subtypes based on brief (< 10 min) spontaneous speech …
Towards computer-based automated screening of dementia through spontaneous speech
Dementia, a prevalent disorder of the brain, has negative effects on individuals and society.
This paper concerns using Spontaneous Speech (ADReSS) Challenge of Interspeech 2020 …
This paper concerns using Spontaneous Speech (ADReSS) Challenge of Interspeech 2020 …
[PDF][PDF] An N-Gram Based Approach to the Automatic Diagnosis of Alzheimer's Disease from Spoken Language.
Alzheimer's disease (AD) is the most common cause of dementia and affects wide parts of
the elderly population. Since there exists no cure for this illness, it is of particular interest to …
the elderly population. Since there exists no cure for this illness, it is of particular interest to …
Temporal integration of text transcripts and acoustic features for Alzheimer's diagnosis based on spontaneous speech
Background: Advances in machine learning (ML) technology have opened new avenues for
detection and monitoring of cognitive decline. In this study, a multimodal approach to …
detection and monitoring of cognitive decline. In this study, a multimodal approach to …
Automatic detection and rating of dementia of Alzheimer type through lexical analysis of spontaneous speech
C Thomas, V Keselj, N Cercone… - IEEE International …, 2005 - ieeexplore.ieee.org
Current methods of assessing dementia of Alzheimer type (DAT) in older adults involve
structured interviews that attempt to capture the complex nature of deficits suffered. One of …
structured interviews that attempt to capture the complex nature of deficits suffered. One of …
Ten years of research on automatic voice and speech analysis of people with Alzheimer's disease and mild cognitive impairment: a systematic review article
I Martínez-Nicolás, TE Llorente… - Frontiers in …, 2021 - frontiersin.org
Background: The field of voice and speech analysis has become increasingly popular over
the last 10 years, and articles on its use in detecting neurodegenerative diseases have …
the last 10 years, and articles on its use in detecting neurodegenerative diseases have …
[PDF][PDF] Manual and Automatic Transcriptions in Dementia Detection from Speech.
As the population in developed countries is aging, larger numbers of people are at risk of
developing dementia. In the near future there will be a need for time-and cost-efficient …
developing dementia. In the near future there will be a need for time-and cost-efficient …
Speech processing approach for diagnosing dementia in an early stage
The clinical diagnosis of Alzheimer's disease and other dementias is very challenging,
especially in the early stages. Our hypothesis is that any disease that affects particular brain …
especially in the early stages. Our hypothesis is that any disease that affects particular brain …
[PDF][PDF] Speech-based automatic and robust detection of very early dementia
We provide evidence to the potential use of simple spoken tasks for automatic assessment
of very early dementia. Timely detection of dementia is required for effective psychological …
of very early dementia. Timely detection of dementia is required for effective psychological …
[PDF][PDF] Language analysis of speakers with dementia of the Alzheimer's type
CI Guinn, A Habash - 2012 AAAI fall symposium series, 2012 - cdn.aaai.org
This research is a discriminative analysis of conversational dialogs involving individuals
suffering from dementia of Alzheimer's type. Several metric analyses are applied to the …
suffering from dementia of Alzheimer's type. Several metric analyses are applied to the …
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