[HTML][HTML] 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 …
[HTML][HTML] Automatic detection of alzheimer's disease using spontaneous speech only
Alzheimer's disease (AD) is a neurodegenerative syndrome which affects tens of millions of
elders worldwide. Although there is no treatment currently available, early recognition can …
elders worldwide. Although there is no treatment currently available, early recognition can …
[PDF][PDF] Automated Screening for Alzheimer's Dementia Through Spontaneous Speech.
Dementia is a neurodegenerative disease that leads to cognitive and (eventually) physical
impairments. Individuals who are affected by dementia experience deterioration in their …
impairments. Individuals who are affected by dementia experience deterioration in their …
[HTML][HTML] Acoustic and language based deep learning approaches for Alzheimer's dementia detection from spontaneous speech
Current methods for early diagnosis of Alzheimer's Dementia include structured
questionnaires, structured interviews, and various cognitive tests. Language difficulties are a …
questionnaires, structured interviews, and various cognitive tests. Language difficulties are a …
Automatic diagnosis and prediction of cognitive decline associated with alzheimer's dementia through spontaneous speech
Z Liu, L Proctor, PN Collier… - 2021 ieee international …, 2021 - ieeexplore.ieee.org
With the increasing prevalence of Alzheimer's disease (AD), it is important to develop
detectable biomarkers to reliably identify AD in the early stage. Language deficit is one of …
detectable biomarkers to reliably identify AD in the early stage. Language deficit is one of …
[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 …
Comparing natural language processing techniques for Alzheimer's dementia prediction in spontaneous speech
Alzheimer's Dementia (AD) is an incurable, debilitating, and progressive neurodegenerative
condition that affects cognitive function. Early diagnosis is important as therapeutics can …
condition that affects cognitive function. Early diagnosis is important as therapeutics can …
Alzheimer's Disease Detection from Spontaneous Speech Through Combining Linguistic Complexity and (Dis) Fluency Features with Pretrained Language Models
Y Qiao, X Yin, D Wiechmann, E Kerz - arXiv preprint arXiv:2106.08689, 2021 - arxiv.org
In this paper, we combined linguistic complexity and (dis) fluency features with pretrained
language models for the task of Alzheimer's disease detection of the 2021 ADReSSo …
language models for the task of Alzheimer's disease detection of the 2021 ADReSSo …
Alzheimer's dementia detection using acoustic & linguistic features and pre-trained BERT
Alzheimer's disease is a fatal progressive brain disorder that worsens with time. It is high
time we have inexpensive and quick clinical diagnostic techniques for early detection and …
time we have inexpensive and quick clinical diagnostic techniques for early detection and …
[PDF][PDF] Deep Learning Approaches for Detecting Alzheimer's Dementia from Conversational Speech of ILSE Study.
Automatic screening of Alzheimer's Dementia (AD) can have significant impact on society
and the well-being of the patients. Early detection of AD from spontaneous speech offers …
and the well-being of the patients. Early detection of AD from spontaneous speech offers …
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