Innovative diagnostic tools for early detection of Alzheimer's disease

C Laske, HR Sohrabi, SM Frost, K López-de-Ipiña… - Alzheimer's & …, 2015 - Elsevier
Current state-of-the-art diagnostic measures of Alzheimer's disease (AD) are invasive
(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 …

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 - benthamdirect.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 …

Identifying mild cognitive impairment and mild Alzheimer's disease based on spontaneous speech using ASR and linguistic features

G Gosztolya, V Vincze, L Tóth, M Pákáski… - Computer Speech & …, 2019 - Elsevier
Alzheimer's disease (AD) is a neurodegenerative disorder that develops for years before
clinical manifestation, while mild cognitive impairment is clinically considered as a …

On the early diagnosis of Alzheimer's Disease from multimodal signals: A survey

A Alberdi, A Aztiria, A Basarab - Artificial intelligence in medicine, 2016 - Elsevier
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 …

[PDF][PDF] Automatic Detection of mild cognitive impairment from spontaneous speech using ASR.

L Tóth, G Gosztolya, V Vincze, I Hoffmann… - …, 2015 - isca-archive.org
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 …

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 …

Towards computer-based automated screening of dementia through spontaneous speech

K Chlasta, K Wołk - Frontiers in Psychology, 2021 - frontiersin.org
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 …

[PDF][PDF] Detecting mild cognitive impairment by exploiting linguistic information from transcripts

V Vincze, G Gosztolya, L Tóth, I Hoffmann… - Proceedings of the …, 2016 - aclanthology.org
Here we seek to automatically identify Hungarian patients suffering from mild cognitive
impairment (MCI) based on linguistic features collected from their speech transcripts. Our …

The generalizability of longitudinal changes in speech before Alzheimer's disease diagnosis

U Petti, S Baker, A Korhonen… - Journal of Alzheimer's …, 2023 - journals.sagepub.com
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 …