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Innovative diagnostic tools for early detection of Alzheimer's disease
Current state-of-the-art diagnostic measures of Alzheimer's disease (AD) are invasive
(cerebrospinal fluid analysis), expensive (neuroimaging) and time-consuming …
(cerebrospinal fluid analysis), expensive (neuroimaging) and time-consuming …
Alzheimer's disease and automatic speech analysis: a review
MLB Pulido, JBA Hernández, MÁF Ballester… - Expert systems with …, 2020 - Elsevier
The objective of this paper is to present the state of-the-art relating to automatic speech and
voice analysis techniques as applied to the monitoring of patients suffering from Alzheimer's …
voice analysis techniques as applied to the monitoring of patients suffering from Alzheimer's …
A speech recognition-based solution for the automatic detection of mild cognitive impairment from spontaneous speech
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 …
Identifying mild cognitive impairment and mild Alzheimer's disease based on spontaneous speech using ASR and linguistic features
Alzheimer's disease (AD) is a neurodegenerative disorder that develops for years before
clinical manifestation, while mild cognitive impairment is clinically considered as a …
clinical manifestation, while mild cognitive impairment is clinically considered as a …
On the early diagnosis of Alzheimer's Disease from multimodal signals: A survey
Abstract Introduction The number of Alzheimer's Disease (AD) patients is increasing with
increased life expectancy and 115.4 million people are expected to be affected in 2050 …
increased life expectancy and 115.4 million people are expected to be affected in 2050 …
[PDF][PDF] Automatic Detection of mild cognitive impairment from spontaneous speech using ASR.
Abstract Mild Cognitive Impairment (MCI), sometimes regarded as a prodromal stage of
Alzheimer's disease, is a mental disorder that is difficult to diagnose. However, recent …
Alzheimer's disease, is a mental disorder that is difficult to diagnose. However, recent …
Changes in the rhythm of speech difference between people with nondegenerative mild cognitive impairment and with preclinical dementia
JJG Meilán, F Martínez-Sánchez… - Behavioural …, 2020 - Wiley Online Library
This study explores several speech parameters related to mild cognitive impairment, as well
as those that might be flagging the presence of an underlying neurodegenerative process …
as those that might be flagging the presence of an underlying neurodegenerative process …
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] Detecting mild cognitive impairment by exploiting linguistic information from transcripts
Here we seek to automatically identify Hungarian patients suffering from mild cognitive
impairment (MCI) based on linguistic features collected from their speech transcripts. Our …
impairment (MCI) based on linguistic features collected from their speech transcripts. Our …
The generalizability of longitudinal changes in speech before Alzheimer's disease diagnosis
Background: Language impairment in Alzheimer's disease (AD) has been widely studied but
due to limited data availability, relatively few studies have focused on the longitudinal …
due to limited data availability, relatively few studies have focused on the longitudinal …