A systematic review and narrative analysis of digital speech biomarkers in Motor Neuron Disease
M Bowden, E Beswick, J Tam, D Perry, A Smith… - NPJ digital …, 2023 - nature.com
Abstract Motor Neuron Disease (MND) is a progressive and largely fatal neurodegeneritve
disorder with a lifetime risk of approximately 1 in 300. At diagnosis, up to 25% of people with …
disorder with a lifetime risk of approximately 1 in 300. At diagnosis, up to 25% of people with …
CAPTURE ALS: the comprehensive analysis platform to understand, remedy and eliminate ALS
V Picher-Martel, C Magnussen, M Blais… - … Lateral Sclerosis and …, 2023 - Taylor & Francis
The absence of disease modifying treatments for amyotrophic lateral sclerosis (ALS) is in
large part a consequence of its complexity and heterogeneity. Deep clinical and biological …
large part a consequence of its complexity and heterogeneity. Deep clinical and biological …
[PDF][PDF] Automatic Early Detection of Amyotrophic Lateral Sclerosis from Intelligible Speech Using Convolutional Neural Networks.
Amyotrophic lateral sclerosis (ALS) is a rapidly progressive neurodegenerative disease of
the motor system that leads to the impairment of speech and swallowing functions. The lack …
the motor system that leads to the impairment of speech and swallowing functions. The lack …
Detection of amyotrophic lateral sclerosis (ALS) via acoustic analysis
ABSTRACT ALS is a fatal neurodegenerative disease with no cure. Experts typically
measure disease progression via the ALSFRS-R score, which includes measurements of …
measure disease progression via the ALSFRS-R score, which includes measurements of …
Kinematic features of jaw and lips distinguish symptomatic from presymptomatic stages of bulbar decline in amyotrophic lateral sclerosis
Purpose The goals of this study were to (a) classify speech movements of patients with
amyotrophic lateral sclerosis (ALS) in presymptomatic and symptomatic phases of bulbar …
amyotrophic lateral sclerosis (ALS) in presymptomatic and symptomatic phases of bulbar …
Voice analytics in the wild: Validity and predictive accuracy of common audio-recording devices
F Busquet, F Efthymiou, C Hildebrand - Behavior Research Methods, 2024 - Springer
The use of voice recordings in both research and industry practice has increased
dramatically in recent years—from diagnosing a COVID-19 infection based on patients' self …
dramatically in recent years—from diagnosing a COVID-19 infection based on patients' self …
Automatic prediction of intelligible speaking rate for individuals with ALS from speech acoustic and articulatory samples
Purpose: This research aimed to automatically predict intelligible speaking rate for
individuals with Amyotrophic Lateral Sclerosis (ALS) based on speech acoustic and …
individuals with Amyotrophic Lateral Sclerosis (ALS) based on speech acoustic and …
Defining and distinguishing infant behavioral states using acoustic cry analysis: is colic painful?
JJ Parga, S Lewin, J Lewis, D Montoya-Williams… - Pediatric …, 2020 - nature.com
Background To characterize acoustic features of an infant's cry and use machine learning to
provide an objective measurement of behavioral state in a cry-translator. To apply the cry …
provide an objective measurement of behavioral state in a cry-translator. To apply the cry …
Validating automatic diadochokinesis analysis methods across dysarthria severity and syllable task in amyotrophic lateral sclerosis
C Tanchip, DL Guarin, S McKinlay, C Barnett… - Journal of Speech …, 2022 - ASHA
Purpose: Oral diadochokinesis (DDK) is a standard dysarthria assessment task. To extract
automatic and semi-automatic DDK measurements, numerous DDK analysis algorithms …
automatic and semi-automatic DDK measurements, numerous DDK analysis algorithms …
Video-based facial movement analysis in the assessment of bulbar amyotrophic lateral sclerosis: clinical validation
Purpose: Facial movement analysis during facial gestures and speech provides clinically
useful information for assessing bulbar amyotrophic lateral sclerosis (ALS). However …
useful information for assessing bulbar amyotrophic lateral sclerosis (ALS). However …